Keep the command harness in the frame; compare finished border chunks

- The command harness (HORIZON_COMMAND_SCRIPT) drives the world itself,
  without the event loop, so it does not start the server thread.
- `status` lists the minecarts a client of a server was sent.
- save_roundtrip: single player's server thread finishes the chunks its
  player tracks, as vanilla's integrated server does, including some that
  vanilla's server (view distance 4) left before their terrain or light.
  Those had no blocks, light or heightmaps to compare yet.

Co-Authored-By: Claude Opus 5.5 <[email protected]>

.dockerignore

@@ -0,0 +1,8 @@
+# Docker builds (the relay) need the Rust sources only.
+target/
+.local/
+**/node_modules/
+website/
+benchmarks/
+packs/
+mods/

.github/actionlint.yaml

@@ -0,0 +1,3 @@
+self-hosted-runner:
+  # The Mac mini's runner (ludovics-mac-mini), which holds the maintainer's own Minecraft files.
+  labels: [horizon-game, ludovics-mac-mini]

.github/pull_request_template.md

@@ -0,0 +1,19 @@
+## What and why
+
+<!-- What this changes, and why. Link the issue it fixes ("Fixes #123"). -->
+
+## Vanilla reference
+
+<!-- The vanilla classes and methods this follows (tools/rea_vanilla.py), and the harness that checks it.
+     "Horizon-only" for a feature vanilla doesn't have; "none" for tooling or docs. -->
+
+## Self-check
+
+<!-- Paste the block `python3 tools/pr_ready.py` prints (`--base upstream/main` from a fork). -->
+
+## Screenshots
+
+<!-- For anything players see: before and after. Delete this section otherwise. -->
+
+<!-- Please tick "Allow edits by maintainers": we push small fixups ourselves instead of a round trip.
+     See CONTRIBUTING.md. -->

.github/workflows/ci.yml

@@ -1,19 +1,25 @@
 name: checks
+# verify: every pull request and every push to main, on GitHub's runners (the repository is public).
+# parity: the vanilla harnesses a pull request's changes can affect, on the Mac mini's runner, which holds the
+# maintainer's own Minecraft files (Horizon never downloads the game). A fork's pull request runs it only when
+# a maintainer adds the run-parity label, once per label. See docs/release-flow.md.
 on:
   push:
     branches: [main]
   pull_request:
+    types: [opened, synchronize, reopened, labeled]
   workflow_dispatch:
 permissions:
   contents: read
+concurrency:
+  # A new push to a pull request replaces its running checks; main's runs all finish (releases follow them).
+  group: checks-${{ github.event.pull_request.number || github.sha }}-${{ github.event.action == 'labeled' && 'label' || 'run' }}
+  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
 jobs:
   verify:
-    strategy:
-      fail-fast: false
-      matrix:
-        # Linux only. macOS only when started by hand: gh workflow run checks --ref <branch>.
-        os: ${{ fromJSON(github.event_name == 'workflow_dispatch' && '["ubuntu-latest", "macos-26"]' || '["ubuntu-latest"]') }}
-    runs-on: ${{ matrix.os }}
+    if: github.event.action != 'labeled'
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
     steps:
       - uses: actions/checkout@v4
         with:
@@ -21,20 +27,85 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: '3.12'
+      - name: Does this pull request need Rust checks?
+        if: github.event_name == 'pull_request'
+        id: rust
+        env:
+          BASE_SHA: ${{ github.event.pull_request.base.sha }}
+          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
+        run: python3 tools/ci/rust_changes.py "$BASE_SHA" "$HEAD_SHA" >> "$GITHUB_OUTPUT"
       - name: Keep game artifacts out of Git
         run: |
           python tools/check_public_tree.py
           python tools/check_public_tree.py --history
       - name: Test offline research tooling
         run: python -m unittest discover -s tests -v
-      - name: Install Rust toolchain
-        run: rustup toolchain install stable --profile minimal --component rustfmt --component clippy
+      - name: Install Rust toolchain and the ALSA and udev headers the client links against
+        if: steps.rust.outputs.required != 'false'
+        run: |
+          sudo apt-get update && sudo apt-get install -y --no-install-recommends libasound2-dev libudev-dev
+          rustup toolchain install stable --profile minimal --component rustfmt --component clippy --target wasm32-unknown-unknown
+      # Dependencies and the workspace's own build, saved from main's runs (pull requests read main's cache).
+      - uses: Swatinem/rust-cache@v2
+        if: steps.rust.outputs.required != 'false'
+        with:
+          shared-key: verify
+          save-if: ${{ github.ref == 'refs/heads/main' }}
       - name: Check formatting and lint
+        if: steps.rust.outputs.required != 'false'
         run: |
           cargo +stable fmt --all -- --check
           cargo +stable clippy --workspace --all-targets -- -D warnings
       - name: Test Rust core and voxel kernel correctness
+        if: steps.rust.outputs.required != 'false'
         run: cargo +stable test --workspace
+  parity:
+    if: >-
+      github.event_name == 'pull_request' && (
+        (github.event.pull_request.head.repo.full_name == github.repository && github.event.action != 'labeled') ||
+        (github.event.action == 'labeled' && github.event.label.name == 'run-parity'))
+    runs-on: [self-hosted, horizon-game]
+    timeout-minutes: 120  # a change to core crates reruns ~300 harnesses: ~60-90 min on the Mac mini
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          # The commit the event names: a fork's later pushes need another run-parity label.
+          ref: ${{ github.event.pull_request.head.sha }}
+          fetch-depth: 0
+          persist-credentials: false
+          # Keeps .local/ (parity state, probe builds, oracle results) and target/ between runs.
+          clean: false
+      - uses: dtolnay/rust-toolchain@stable
+      - name: Tools from the runner
+        run: bash tools/ci/runner-env.sh
+      - name: Vanilla data, and resources prepared by this preparer
+        run: bash tools/ci/vanilla-data.sh
+      - name: The harnesses this change can affect
+        env:
+          PARITY_HOSTS: ''
+        run: python3 tools/parity.py --changed ${{ github.event.pull_request.base.sha }} --timeout 2400  # world_spawn takes ~1480 s on a busy runner
+      - name: Logs of the failed harnesses
+        if: failure()
+        uses: actions/upload-artifact@v4
+        with:
+          name: parity-logs
+          path: .local/parity-runner/logs/
+          if-no-files-found: ignore
+          retention-days: 3
+  # Horizon never downloads the game. These jobs need a self-hosted Linux runner
+  # (label horizon-game) holding the maintainer's own copy: the official launcher's
+  # game directory in HORIZON_MINECRAFT_DIR and the pinned server jar in
+  # HORIZON_SERVER_JAR. Start them by hand: gh workflow run checks --ref <branch>.
+  vanilla-parity:
+    if: github.event_name == 'workflow_dispatch'
+    runs-on: [self-hosted, linux, horizon-game]
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - name: Install Rust toolchain
+        run: rustup toolchain install stable --profile minimal
       - uses: actions/setup-java@v4
         with:
           distribution: temurin
@@ -374,12 +445,8 @@ jobs:
           RUSTUP_TOOLCHAIN: stable
         run: python tools/test_float_log_parity.py
   portable-mod:
-    strategy:
-      fail-fast: false
-      matrix:
-        # Linux only. macOS only when started by hand: gh workflow run checks --ref <branch>.
-        os: ${{ fromJSON(github.event_name == 'workflow_dispatch' && '["ubuntu-latest", "macos-26"]' || '["ubuntu-latest"]') }}
-    runs-on: ${{ matrix.os }}
+    if: github.event_name == 'workflow_dispatch'
+    runs-on: [self-hosted, linux, horizon-game]
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
@@ -466,7 +533,7 @@ jobs:
       - name: Upload original mod and pack manifests only
         uses: actions/upload-artifact@v4
         with:
-          name: horizon-${{ matrix.os }}
+          name: horizon-linux
           path: |
             dist/*.mrpack
             dist/horizon-*.jar
@@ -486,3 +553,4 @@ jobs:
             dist/client-graphics-smoke.json
             dist/client-graphics-macos-title.json
             dist/client-graphics-macos-world.json
+          retention-days: 3

.github/workflows/launcher.yml

@@ -0,0 +1,255 @@
+name: launcher
+# Builds the launcher on Linux, macOS and Windows, and releases it by itself (docs/release-flow.md): after a
+# push to main that changes the launcher or what it builds in (crates/horizon-prepare, crates/horizon-theme,
+# crates/horizon-telemetry),
+# every 10 minutes (a release waiting for merges to settle goes out) and by hand, tools/release_train.py decides as
+# for the game.
+# A release is launcher-vX.Y.Z: the patch after the last launcher tag, or the next minor when a merged pull
+# request is labelled feature. The version is given to the build (HORIZON_LAUNCHER_VERSION): no bump commits.
+# Never marked latest. Pushes to launcher branches only build. RELEASES_PAUSED=1 stops releases.
+#   gh workflow run launcher --ref <branch>                    # dry run: builds everything, publishes nothing
+#   gh workflow run launcher --ref main -f dry_run=false -f force=true
+
+on:
+  push:
+    branches: [main, launcher, 'launcher-*']
+    paths:
+      - 'launcher/**'
+      - 'crates/horizon-prepare/**'
+      - 'crates/horizon-theme/**'
+      - 'crates/horizon-telemetry/**'
+      - '.github/workflows/launcher.yml'
+  schedule:
+    - cron: '7-59/10 * * * *'
+  workflow_dispatch:
+    inputs:
+      dry_run:
+        description: Build everything and write the notes, but publish nothing
+        type: boolean
+        default: true
+      force:
+        description: Release even without launcher changes, before merges settle or while paused
+        type: boolean
+        default: false
+
+permissions:
+  contents: read
+
+concurrency:
+  group: launcher-${{ github.ref == 'refs/heads/main' && 'release' || github.ref }}
+  cancel-in-progress: false
+
+jobs:
+  decide:
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    outputs:
+      release: ${{ steps.decide.outputs.release }}
+      tag: ${{ steps.decide.outputs.tag }}
+      head: ${{ steps.decide.outputs.head }}
+      version: ${{ steps.decide.outputs.version }}
+      dry_run: ${{ steps.mode.outputs.dry_run }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - id: mode
+        # Off main every run is a dry run (a launcher branch's push only builds).
+        run: echo "dry_run=${{ github.ref != 'refs/heads/main' || (github.event_name == 'workflow_dispatch' && inputs.dry_run) }}" >> "$GITHUB_OUTPUT"
+      - id: decide
+        env:
+          GH_TOKEN: ${{ github.token }}
+          RELEASES_PAUSED: ${{ vars.RELEASES_PAUSED }}
+          # A push or a run off main builds its own commit; otherwise main's newest commit with green checks.
+          HEAD_SHA: ${{ (github.event_name == 'push' || steps.mode.outputs.dry_run == 'true') && github.sha || '' }}
+          FORCE: ${{ inputs.force && 'yes' || '' }}
+        run: |
+          python3 tools/release_train.py decide --kind launcher ${HEAD_SHA:+--head "$HEAD_SHA"} ${FORCE:+--force} | tee decision.json
+          echo "### $(jq -r '.reason' decision.json)" >> "$GITHUB_STEP_SUMMARY"
+          tag=$(jq -r '.tag' decision.json)
+          echo "version=${tag#launcher-v}" >> "$GITHUB_OUTPUT"
+          # A dry run (and a launcher branch's push) builds whatever the decision.
+          if [[ "${{ steps.mode.outputs.dry_run }}" == true ]]; then
+            echo "release=true" >> "$GITHUB_OUTPUT"
+            echo "head=$GITHUB_SHA" >> "$GITHUB_OUTPUT"
+          fi
+
+  build:
+    needs: decide
+    if: needs.decide.outputs.release == 'true'
+    name: build ${{ matrix.name }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - name: linux
+            os: ubuntu-22.04
+            asset: horizon-launcher-linux-x86_64.tar.gz
+            binary: horizon-launcher
+          - name: macos
+            mac: true
+            asset: horizon-launcher-macos-arm64.zip
+            binary: horizon-launcher
+          - name: windows
+            os: windows-latest
+            asset: horizon-launcher-windows-x64.zip
+            binary: horizon-launcher.exe
+            # The C runtime linked in: without it the launcher asks for VCRUNTIME140.dll,
+            # which only the Visual C++ redistributable installs.
+            rustflags: -C target-feature=+crt-static
+    runs-on: ${{ matrix.mac && (vars.MAC_RUNNER || 'ludovics-mac-mini') || matrix.os }}
+    timeout-minutes: 40
+    env:
+      RUSTFLAGS: ${{ matrix.rustflags }}
+      # Horizon's Azure app for Microsoft sign-in (docs/microsoft-account.md): a repository
+      # variable, not a secret. Unset, the launcher says sign-in is not configured.
+      HORIZON_MSA_CLIENT_ID: ${{ vars.HORIZON_MSA_CLIENT_ID }}
+      # The release's version, built in (launcher/src/backend.rs VERSION); a launcher branch's build keeps
+      # Cargo.toml's.
+      HORIZON_LAUNCHER_VERSION: ${{ (github.event_name != 'push' || github.ref == 'refs/heads/main') && needs.decide.outputs.version || '' }}
+    defaults:
+      run:
+        working-directory: launcher
+        shell: bash
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.decide.outputs.head }}
+          persist-credentials: false
+          # The Mac mini's runner keeps its target/ between runs.
+          clean: ${{ runner.environment == 'github-hosted' }}
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: Swatinem/rust-cache@v2
+        if: runner.environment == 'github-hosted'
+        with:
+          workspaces: launcher
+          shared-key: launcher-${{ matrix.name }}
+      - name: Linux libraries GPUI links to
+        if: runner.os == 'Linux'
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y libxkbcommon-x11-dev libwayland-dev libx11-xcb-dev libfontconfig-dev libvulkan-dev libasound2-dev
+      - name: Metal shaders compiled now, or at run time without the Metal toolchain
+        # GPUI compiles its Metal shaders when it builds; the Mac mini has Xcode without the Metal toolchain
+        # (xcodebuild -downloadComponent MetalToolchain), so there they are compiled when the launcher starts.
+        if: runner.os == 'macOS'
+        run: |
+          if ! xcrun metal --version > /dev/null 2>&1; then
+            echo "::notice::No Metal toolchain on this runner: GPUI compiles its shaders at run time"
+            echo "LAUNCHER_FEATURES=gpui/runtime_shaders" >> "$GITHUB_ENV"
+          fi
+      - run: cargo test --release --locked --lib ${LAUNCHER_FEATURES:+--features "$LAUNCHER_FEATURES"}
+      - run: cargo build --release --locked ${LAUNCHER_FEATURES:+--features "$LAUNCHER_FEATURES"}
+      - name: The version is the release's
+        run: |
+          out=$(target/release/${{ matrix.binary }} --version)
+          echo "$out"
+          expected="${HORIZON_LAUNCHER_VERSION:-$(sed -n 's/^version = "\(.*\)"/\1/p' Cargo.toml | head -1)}"
+          [[ "$out" == "horizon-launcher $expected" ]] || { echo "::error::expected horizon-launcher $expected"; exit 1; }
+      - name: Only system libraries
+        run: |
+          file=target/release/${{ matrix.binary }}
+          case "$RUNNER_OS" in
+            Windows) python ../tools/check_imports.py "$file" ;;
+            macOS) others=$(otool -L "$file" | tail -n +2 | awk '{print $1}' | grep -v -E '^(/usr/lib/|/System/Library/)' || true)
+                   [[ -z "$others" ]] || { echo "::error::links $others"; exit 1; } ;;
+          esac
+      - name: Smoke test
+        env:
+          HORIZON_LAUNCHER_NO_SELF_UPDATE: '1'
+          HORIZON_GITHUB_TOKEN: ${{ github.token }}
+        run: |
+          set -euo pipefail
+          export HORIZON_LAUNCHER_HOME="${RUNNER_TEMP//\\//}/horizon-launcher-smoke"
+          export HORIZON_HOME="$HORIZON_LAUNCHER_HOME/game"
+          rm -rf "$HORIZON_LAUNCHER_HOME"
+          launcher="$PWD/target/release/${{ matrix.binary }}"
+          # GitHub's API rate-limits shared runner addresses now and then: try a few times.
+          retry() { for i in 1 2 3 4; do "$@" && return 0; sleep $((i * 15)); done; return 1; }
+          retry "$launcher" versions
+          retry "$launcher" install latest
+          "$launcher" versions --installed
+          "$launcher" links --json
+          "$launcher" menu-style classic
+          grep -qx 'menuStyle:classic' "$HORIZON_HOME/horizon.txt"
+          "$launcher" menu-style horizon
+          clients=("$HORIZON_LAUNCHER_HOME"/versions/v*/horizon-client*)
+          client="${clients[0]}"
+          echo "installed client: $client"
+          # The game's Linux build is the game's to keep portable (release.yml checks it): a
+          # release linked to a Nix store is a warning here, not a broken launcher.
+          soft() { if [[ "$RUNNER_OS" == "Linux" ]]; then "$@" || echo "::warning::$* failed"; else "$@"; fi; }
+          if [[ "$RUNNER_OS" == "Windows" ]]; then
+            python ../tools/check_imports.py "$client"
+          elif [[ "$RUNNER_OS" == "Linux" ]]; then
+            soft python3 ../tools/check_imports.py "$client"
+          fi
+          # The client starts: --help prints before any window or GPU is needed.
+          help() { "$client" --help > "$RUNNER_TEMP/help.txt" 2>&1 && head -3 "$RUNNER_TEMP/help.txt" && grep -q -- '--resources' "$RUNNER_TEMP/help.txt"; }
+          soft help
+          rm -rf "$HORIZON_LAUNCHER_HOME"
+      - name: Package
+        run: |
+          rm -rf dist out && mkdir -p out
+          if [[ "$RUNNER_OS" == "macOS" ]]; then
+            # Horizon.app, zipped (self-update) and in a .dmg (installer): packaging/macos.
+            python3 -m venv "$RUNNER_TEMP/dmg" && "$RUNNER_TEMP/dmg/bin/pip" install --quiet dmgbuild==1.6.5
+            version=${HORIZON_LAUNCHER_VERSION:-$(sed -n 's/^version = "\(.*\)"/\1/p' Cargo.toml | head -1)}
+            DMGBUILD="$RUNNER_TEMP/dmg/bin/dmgbuild" ../packaging/macos/package.sh target/release/${{ matrix.binary }} "$version" out
+            rm -rf out/Horizon.app
+          else
+            mkdir -p dist
+            cp target/release/${{ matrix.binary }} dist/
+            if [[ "${{ matrix.asset }}" == *.tar.gz ]]; then
+              (cd dist && tar czf ../out/${{ matrix.asset }} ${{ matrix.binary }})
+            else
+              (cd dist && 7z a ../out/${{ matrix.asset }} ${{ matrix.binary }})
+            fi
+          fi
+          ls -l out
+      - uses: actions/upload-artifact@v4
+        with:
+          name: ${{ matrix.asset }}
+          path: launcher/out/*
+          retention-days: 3
+
+  release:
+    needs: [decide, build]
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Notes
+        env:
+          GH_TOKEN: ${{ github.token }}
+        run: |
+          python3 tools/release_train.py notes --kind launcher --tag "${{ needs.decide.outputs.tag }}" \
+            --head "${{ needs.decide.outputs.head }}" --out notes > /dev/null
+          { echo "## $(cat notes/title.txt)"; echo; cat notes/body.md; } >> "$GITHUB_STEP_SUMMARY"
+      - uses: actions/download-artifact@v4
+        with:
+          path: dist
+          merge-multiple: true
+      # Never marked latest: Horizon's own releases stay the repository's latest.
+      - name: Publish ${{ needs.decide.outputs.tag }}
+        if: needs.decide.outputs.dry_run != 'true'
+        env:
+          GH_TOKEN: ${{ github.token }}
+          TAG: ${{ needs.decide.outputs.tag }}
+        run: |
+          gh release create "$TAG" --target "${{ needs.decide.outputs.head }}" --title "$(cat notes/title.txt)" \
+            --notes-file notes/body.md --latest=false dist/horizon-launcher-*
+      - name: Dry run, the release that would be published
+        if: needs.decide.outputs.dry_run == 'true'
+        run: |
+          echo "Would publish ${{ needs.decide.outputs.tag }} at ${{ needs.decide.outputs.head }}: $(cat notes/title.txt)"
+          ls -l dist
+      - uses: actions/upload-artifact@v4
+        with:
+          name: launcher-release-notes
+          path: notes/
+          retention-days: 3

.github/workflows/macos-shader-research.yml

@@ -1,46 +0,0 @@
-name: macOS shader research
-on:
-  workflow_dispatch:
-permissions:
-  contents: read
-jobs:
-  shader-worlds:
-    runs-on: macos-26
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
-        with:
-          python-version: '3.12'
-      - uses: actions/setup-java@v4
-        with:
-          distribution: temurin
-          java-version: '25'
-      - name: Build original mod and private probe dependencies
-        run: python tools/build_mod.py
-      - name: Verify required cinematic shaders in OpenGL and Vulkan worlds
-        run: |
-          python - <<'PY'
-          import json, subprocess, sys
-          from pathlib import Path
-          observations = []
-          for backend in ['opengl', 'vulkan']:
-              case = ['--profile', 'cinematic', '--backend', backend, '--world', '--shaders']
-              result = subprocess.run([sys.executable, 'tools/test_client_graphics.py', '--native-display', *case], capture_output=True, text=True)
-              print(result.stdout, end='', flush=True)
-              print(result.stderr, end='', flush=True)
-              observation = {'case': case, 'exit_code': result.returncode}
-              if result.returncode:
-                  marker = 'HORIZON_FIXTURE_FAILURE '
-                  observation['failure'] = [json.loads(line.split(marker, 1)[1]) for line in result.stdout.splitlines() if marker in line]
-              else:
-                  observation['report'] = json.loads(Path('dist/client-graphics-smoke.json').read_text())
-              observations.append(observation)
-          Path('dist/client-graphics-shader-research.json').write_text(json.dumps(observations, indent=2) + '\n')
-          sys.exit(int(any(item['exit_code'] for item in observations)))
-          PY
-      - name: Retain selected observations including failed cases
-        if: always()
-        uses: actions/upload-artifact@v4
-        with:
-          name: macos-shader-observations
-          path: dist/client-graphics-shader-research.json

.github/workflows/macos-vulkan-research.yml

@@ -1,59 +0,0 @@
-name: macOS Vulkan research
-on:
-  workflow_dispatch:
-    inputs:
-      world:
-        description: Create or open disposable demo worlds instead of title probes
-        type: boolean
-        default: false
-permissions:
-  contents: read
-jobs:
-  native-probes:
-    runs-on: macos-26
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
-        with:
-          python-version: '3.12'
-      - uses: actions/setup-java@v4
-        with:
-          distribution: temurin
-          java-version: '25'
-      - name: Build original mod and private probe dependencies
-        run: python tools/build_mod.py
-      - name: Probe vanilla, core and distant-terrain Vulkan cases
-        env:
-          HORIZON_GRAPHICS_WORLD: ${{ inputs.world }}
-        run: |
-          python - <<'PY'
-          import json, os, subprocess, sys
-          from pathlib import Path
-          cases = [
-              ['--profile', 'baseline', '--backend', 'vulkan'],
-              ['--profile', 'core-performance', '--backend', 'vulkan'],
-              ['--profile', 'vulkan'],
-          ]
-          if os.environ.get('HORIZON_GRAPHICS_WORLD') == 'true':
-              cases = [case + ['--world'] for case in cases]
-          observations = []
-          for case in cases:
-              result = subprocess.run([sys.executable, 'tools/test_client_graphics.py', '--native-display', *case], capture_output=True, text=True)
-              print(result.stdout, end='', flush=True)
-              print(result.stderr, end='', flush=True)
-              observation = {'case': case, 'exit_code': result.returncode}
-              if result.returncode:
-                  marker = 'HORIZON_FIXTURE_FAILURE '
-                  observation['failure'] = [json.loads(line.split(marker, 1)[1]) for line in result.stdout.splitlines() if marker in line]
-              else:
-                  observation['report'] = json.loads(Path('dist/client-graphics-smoke.json').read_text())
-              observations.append(observation)
-          Path('dist/client-graphics-vulkan-research.json').write_text(json.dumps(observations, indent=2) + '\n')
-          sys.exit(int(any(item['exit_code'] for item in observations)))
-          PY
-      - name: Retain selected observations including failed cases
-        if: always()
-        uses: actions/upload-artifact@v4
-        with:
-          name: macos-vulkan-observations
-          path: dist/client-graphics-vulkan-research.json

.github/workflows/nightly.yml

@@ -0,0 +1,79 @@
+name: nightly audit
+# Every vanilla harness, from scratch, on main, at 03:00 Paris time on the Mac mini's runner (it holds the
+# maintainer's own Minecraft files). The resources are prepared again first when the preparer or its exporters
+# changed (tools/ci/vanilla-data.sh). A harness that passed in the previous audit and fails now gets an issue
+# labelled parity-regression (one per harness); its issue closes when it passes again
+# (tools/ci/parity_issues.py). The bugs session picks those up. See docs/release-flow.md.
+#   gh workflow run "nightly audit"                    # now
+#   gh workflow run "nightly audit" -f dry_run=true    # the audit, without touching issues
+on:
+  schedule:
+    # GitHub's schedules are in UTC: both, and the first step keeps the one that is 03:00 in Paris.
+    - cron: '7 1 * * *'
+    - cron: '7 2 * * *'
+  workflow_dispatch:
+    inputs:
+      dry_run:
+        description: Run the audit, but only print what it would do with issues
+        type: boolean
+        default: false
+permissions:
+  contents: read
+  issues: write
+concurrency:
+  group: nightly-audit
+  cancel-in-progress: false
+jobs:
+  audit:
+    runs-on: [self-hosted, horizon-game]
+    timeout-minutes: 150
+    steps:
+      - name: 03:00 in Paris
+        id: when
+        run: |
+          hour=$(TZ=Europe/Paris date +%H)
+          if [[ "${{ github.event_name }}" == schedule && "$hour" != 03 ]]; then
+            echo "It is ${hour}:00 in Paris: the other schedule runs the audit."
+            echo "run=false" >> "$GITHUB_OUTPUT"
+          else
+            echo "run=true" >> "$GITHUB_OUTPUT"
+          fi
+      - uses: actions/checkout@v4
+        if: steps.when.outputs.run == 'true'
+        with:
+          fetch-depth: 0
+          persist-credentials: false
+          # Keeps .local/ (parity state, probe builds, the previous audit) and target/.
+          clean: false
+      - uses: dtolnay/rust-toolchain@stable
+        if: steps.when.outputs.run == 'true'
+      - name: Tools from the runner
+        if: steps.when.outputs.run == 'true'
+        run: bash tools/ci/runner-env.sh
+      - name: Vanilla data, prepared again if the preparer changed
+        if: steps.when.outputs.run == 'true'
+        run: bash tools/ci/vanilla-data.sh
+      - name: Every harness
+        id: audit
+        if: steps.when.outputs.run == 'true'
+        env:
+          PARITY_HOSTS: ''
+        run: |
+          echo "since=$(date +%Y-%m-%dT%H:%M:%S)" >> "$GITHUB_OUTPUT"
+          set +e
+          python3 tools/parity.py --all --timeout 1800 2>&1 | tee "$RUNNER_TEMP/audit.log"
+          echo "exit=${PIPESTATUS[0]}" >> "$GITHUB_OUTPUT"
+          { echo '```'; tail -40 "$RUNNER_TEMP/audit.log"; echo '```'; } >> "$GITHUB_STEP_SUMMARY"
+      - name: Issues for the harnesses that regressed
+        if: steps.when.outputs.run == 'true' && always() && steps.audit.outputs.since
+        env:
+          GH_TOKEN: ${{ github.token }}
+        run: python3 tools/ci/parity_issues.py --since "${{ steps.audit.outputs.since }}" ${{ inputs.dry_run && '--dry-run' || '' }} | tee -a "$GITHUB_STEP_SUMMARY"
+      - name: Logs of the failed harnesses
+        if: steps.when.outputs.run == 'true' && steps.audit.outputs.exit != '0'
+        uses: actions/upload-artifact@v4
+        with:
+          name: nightly-parity-logs
+          path: .local/parity-runner/logs/
+          if-no-files-found: ignore
+          retention-days: 7

.github/workflows/release.yml

@@ -0,0 +1,226 @@
+name: release
+# Automatic game releases (docs/release-flow.md). After every green `checks` run on main, every 10 minutes (so a
+# release waiting for merges to settle goes out without another merge) and by hand, tools/release_train.py decides:
+# a release when pull requests merged since the last one changed what players run and the newest merged 15 minutes
+# ago (the oldest an hour ago, if merges never pause), or at once for a pull request labelled release-now.
+# RELEASES_PAUSED=1 (repository variable) stops them.
+# Builds Linux (an older Ubuntu, so the binary runs on any recent distribution and on NixOS through nix-ld) and
+# Windows on GitHub, macOS on the Mac mini's runner (MAC_RUNNER=macos-latest sends it to GitHub), then
+# publishes vYYYY.MM.DD[.N] with notes from the merged pull requests.
+#   gh workflow run release --ref <branch>                       # dry run: builds and notes, publishes nothing
+#   gh workflow run release -f dry_run=false -f force=true       # on main: release now, whatever the rules say
+on:
+  workflow_run:
+    workflows: [checks]
+    types: [completed]
+    branches: [main]
+  schedule:
+    - cron: '2-59/10 * * * *'
+  workflow_dispatch:
+    inputs:
+      dry_run:
+        description: Build everything and write the notes, but publish nothing
+        type: boolean
+        default: true
+      force:
+        description: Release even without player-facing changes, before merges settle or while paused
+        type: boolean
+        default: false
+permissions:
+  contents: read
+concurrency:
+  group: game-release
+  cancel-in-progress: false
+jobs:
+  decide:
+    if: >-
+      github.event_name != 'workflow_run' ||
+      (github.event.workflow_run.conclusion == 'success' && github.event.workflow_run.event == 'push')
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    outputs:
+      release: ${{ steps.decide.outputs.release }}
+      tag: ${{ steps.decide.outputs.tag }}
+      head: ${{ steps.decide.outputs.head }}
+      dry_run: ${{ steps.mode.outputs.dry_run }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - id: mode
+        # A dry run never publishes; a hand-started run off main is always one.
+        run: echo "dry_run=${{ github.event_name == 'workflow_dispatch' && (inputs.dry_run || github.ref != 'refs/heads/main') }}" >> "$GITHUB_OUTPUT"
+      - id: decide
+        env:
+          GH_TOKEN: ${{ github.token }}
+          RELEASES_PAUSED: ${{ vars.RELEASES_PAUSED }}
+          # The commit whose checks just passed; a dry run builds the branch it was started on; otherwise
+          # main's newest commit with green checks.
+          HEAD_SHA: ${{ github.event.workflow_run.head_sha || (steps.mode.outputs.dry_run == 'true' && github.sha) || '' }}
+          FORCE: ${{ inputs.force && 'yes' || '' }}
+        run: |
+          python3 tools/release_train.py decide --kind game ${HEAD_SHA:+--head "$HEAD_SHA"} ${FORCE:+--force} | tee decision.json
+          echo "### $(jq -r '.reason' decision.json)" >> "$GITHUB_STEP_SUMMARY"
+          # A dry run builds whatever the decision, to test the builds.
+          if [[ "${{ steps.mode.outputs.dry_run }}" == true ]]; then echo "release=true" >> "$GITHUB_OUTPUT"; fi
+
+  build:
+    needs: decide
+    if: needs.decide.outputs.release == 'true'
+    name: build ${{ matrix.name }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - name: linux
+            os: ubuntu-22.04
+            dir: horizon-linux-x86_64
+            asset: horizon-linux-x86_64.tar.gz
+          - name: windows
+            os: windows-latest
+            dir: horizon-windows-x64
+            asset: horizon-windows-x64.zip
+            exe: .exe
+            # The C runtime linked in, so the game runs without the Visual C++ redistributable.
+            rustflags: -C target-feature=+crt-static
+          - name: macos
+            mac: true
+            dir: horizon-macos-arm64
+            asset: horizon-macos-arm64.zip
+    runs-on: ${{ matrix.mac && (vars.MAC_RUNNER || 'ludovics-mac-mini') || matrix.os }}
+    timeout-minutes: 40
+    env:
+      RUSTFLAGS: ${{ matrix.rustflags }}
+    defaults:
+      run:
+        shell: bash
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.decide.outputs.head }}
+          persist-credentials: false
+          # On the Mac mini's runner, keep target/ (incremental) and .local/ (the prepared resources).
+          clean: ${{ runner.environment == 'github-hosted' }}
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: Swatinem/rust-cache@v2
+        if: runner.environment == 'github-hosted'
+        with:
+          shared-key: release-${{ matrix.name }}
+      - name: ALSA and udev headers
+        if: runner.os == 'Linux'
+        run: sudo apt-get update && sudo apt-get install -y --no-install-recommends libasound2-dev libudev-dev
+      - name: Build the client, horizon-ctl, horizon-prepare and horizon-server
+        run: cargo build --release --locked -p horizon-client --bin horizon-client --bin horizon-ctl -p horizon-prepare --bin horizon-prepare -p horizon-server --bin horizon-server
+      - name: Every program the release folder takes was built
+        run: |
+          for binary in horizon-client horizon-ctl horizon-prepare horizon-server; do
+            test -f "target/release/$binary${{ matrix.exe }}" || { echo "::error::target/release/$binary${{ matrix.exe }} is missing"; exit 1; }
+          done
+      - name: Only system libraries
+        # Windows: no non-system DLL (a "DLL not found" dialog on some players' machines). Linux: the standard
+        # loader and libraries every desktop distribution has. macOS: only the system's own libraries.
+        run: |
+          for binary in horizon-client horizon-ctl horizon-prepare horizon-server; do
+            file="target/release/$binary${{ matrix.exe }}"
+            if [[ "$RUNNER_OS" == macOS ]]; then
+              others=$(otool -L "$file" | tail -n +2 | awk '{print $1}' | grep -v -E '^(/usr/lib/|/System/Library/)' || true)
+              [[ -z "$others" ]] || { echo "::error::$binary links $others"; exit 1; }
+            else
+              ${{ runner.os == 'Windows' && 'python' || 'python3' }} tools/check_imports.py "$file"
+            fi
+          done
+      - name: Every program starts
+        run: |
+          set -euo pipefail
+          bin=target/release
+          "$bin/horizon-client${{ matrix.exe }}" --help | grep -q -- '--resources'
+          "$bin/horizon-ctl${{ matrix.exe }}" --help > /dev/null
+          "$bin/horizon-prepare${{ matrix.exe }}" --version
+          "$bin/horizon-prepare${{ matrix.exe }}" --help | grep -q -- '--minecraft-dir'
+          "$bin/horizon-server${{ matrix.exe }}" --version
+      - name: Tools from the runner
+        if: runner.environment == 'self-hosted'
+        run: bash tools/ci/runner-env.sh
+      - name: Resources prepared from the runner's own Minecraft
+        if: runner.environment == 'self-hosted'
+        run: bash tools/ci/vanilla-data.sh
+      - name: The game runs (offscreen, a new world, 1500 frames)
+        if: runner.environment == 'self-hosted'
+        run: |
+          set -euo pipefail
+          # From a scratch folder: the game keeps its saves and options in the folder it starts in.
+          home="$RUNNER_TEMP/horizon-smoke"
+          rm -rf "$home" && mkdir -p "$home"
+          version=$(sed -n 's/.*"version": *"\([^"]*\)".*/\1/p' research-lock.json | head -1)
+          client="$PWD/target/release/horizon-client"
+          resources="$PWD/.local/horizon-client/$version"
+          (cd "$home" && HORIZON_HOME="$home" HORIZON_NO_AUDIO=1 "$client" --resources "$resources" --offscreen \
+            --world smoke --seed 1 --render-distance 4 --world-frames 1500 --timeout-seconds 180 \
+            --smoke-report "$home/smoke.json" > "$home/client.log" 2>&1) || { tail -40 "$home/client.log"; exit 1; }
+          python3 - "$home/smoke.json" <<'EOF'
+          import json, sys
+          report = json.load(open(sys.argv[1]))
+          print(json.dumps(report))
+          if report.get("error") is not None or report.get("frames", 0) < 1500 or not report.get("chunks") \
+                  or not report.get("meshed_sections") or not report.get("player"):
+              sys.exit("the smoke run did not draw a world")
+          EOF
+      - name: Package
+        run: |
+          set -euo pipefail
+          cargo run --locked -p xtask -- package "target/release/horizon-client${{ matrix.exe }}" "dist/${{ matrix.dir }}"
+          cd dist
+          rm -f "${{ matrix.asset }}"
+          case "${{ matrix.asset }}" in
+            *.tar.gz) tar czf "${{ matrix.asset }}" "${{ matrix.dir }}" ;;
+            *) if [[ "$RUNNER_OS" == Windows ]]; then 7z a -tzip "${{ matrix.asset }}" "${{ matrix.dir }}" > /dev/null
+               else ditto -c -k --keepParent "${{ matrix.dir }}" "${{ matrix.asset }}"; fi ;;
+          esac
+          ls -l "${{ matrix.asset }}"
+      - uses: actions/upload-artifact@v4
+        with:
+          name: ${{ matrix.asset }}
+          path: dist/${{ matrix.asset }}
+          if-no-files-found: error
+          retention-days: 3
+
+  publish:
+    needs: [decide, build]
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Notes
+        env:
+          GH_TOKEN: ${{ github.token }}
+        run: |
+          python3 tools/release_train.py notes --kind game --tag "${{ needs.decide.outputs.tag }}" \
+            --head "${{ needs.decide.outputs.head }}" --out notes > /dev/null
+          { echo "## $(cat notes/title.txt)"; echo; cat notes/body.md; } >> "$GITHUB_STEP_SUMMARY"
+      - uses: actions/download-artifact@v4
+        with:
+          path: dist
+          merge-multiple: true
+      - name: Publish ${{ needs.decide.outputs.tag }}
+        if: needs.decide.outputs.dry_run != 'true'
+        env:
+          GH_TOKEN: ${{ github.token }}
+          TAG: ${{ needs.decide.outputs.tag }}
+        run: |
+          gh release create "$TAG" --target "${{ needs.decide.outputs.head }}" --title "$(cat notes/title.txt)" \
+            --notes-file notes/body.md --latest dist/horizon-linux-x86_64.tar.gz dist/horizon-windows-x64.zip \
+            dist/horizon-macos-arm64.zip
+      - name: Dry run, the release that would be published
+        if: needs.decide.outputs.dry_run == 'true'
+        run: |
+          echo "Would publish ${{ needs.decide.outputs.tag }} at ${{ needs.decide.outputs.head }}: $(cat notes/title.txt)"
+          ls -l dist
+      - uses: actions/upload-artifact@v4
+        with:
+          name: release-notes
+          path: notes/
+          retention-days: 3

.github/workflows/telemetry-server.yml

@@ -0,0 +1,34 @@
+name: telemetry-server
+# The ingest server is its own workspace (crates/horizon-telemetry-server), so the checks job doesn't build
+# it: this one does, when it or the crate it shares with the launcher and the game changes.
+on:
+  push:
+    branches: [main]
+    paths:
+      - 'crates/horizon-telemetry/**'
+      - 'crates/horizon-telemetry-server/**'
+      - '.github/workflows/telemetry-server.yml'
+  pull_request:
+    paths:
+      - 'crates/horizon-telemetry/**'
+      - 'crates/horizon-telemetry-server/**'
+      - '.github/workflows/telemetry-server.yml'
+permissions:
+  contents: read
+jobs:
+  check:
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    defaults:
+      run:
+        working-directory: crates/horizon-telemetry-server
+    steps:
+      - uses: actions/checkout@v4
+      - run: rustup toolchain install stable --profile minimal --component rustfmt --component clippy
+      - uses: Swatinem/rust-cache@v2
+        with:
+          workspaces: crates/horizon-telemetry-server
+          save-if: ${{ github.ref == 'refs/heads/main' }}
+      - run: cargo +stable fmt --check
+      - run: cargo +stable clippy --all-targets --locked -- -D warnings
+      - run: cargo +stable test --locked

.gitignore

@@ -16,3 +16,18 @@
 /dist/
 /mods/horizon/build/
 /saves/
+/backups/
+/tools/logs/
+.DS_Store
+# What the client writes to its working directory when run from the repo root.
+/options.txt
+/horizon.txt
+/horizon-graphics.txt
+/horizon-controller.txt
+/horizon-extras.txt
+/horizon-player.txt
+/servers.dat
+/screenshots/
+/.horizon-cache/
+/crash-reports/
+/debug/

CONTRIBUTING.md

@@ -0,0 +1,80 @@
+# Contributing to Horizon
+
+Thanks for helping. Horizon is Minecraft: Java Edition 26.3 rewritten in Rust, and the one rule that shapes
+everything is that **it plays exactly like vanilla**. This page is the short version of how we work; questions are
+welcome on [Discord](https://discord.gg/HcTeMZxe5E).
+
+This repository holds the game, the launcher and the website, plus the tools, tests and docs that build, check and
+release them. Anything else (videos, Discord and other community material) lives elsewhere.
+
+## Build it
+
+You need Rust (stable), Python 3.10+, JDK 25, and on Linux the ALSA and udev headers (`libasound2-dev libudev-dev`).
+Horizon never downloads the game: it prepares its resources from your own copy of Minecraft 26.3, as described in
+[Build from source](README.md#build-from-source).
+
+```sh
+cargo run --release -p horizon-prepare -- --prepare --server-jar ~/Downloads/server.jar
+cargo run --release -p horizon-client
+```
+
+The launcher is its own Cargo workspace in `launcher/` (`cd launcher && cargo run`; on NixOS, `nix-shell` first).
+
+## Vanilla first
+
+Wherever vanilla has a feature, vanilla is the specification, down to the order of random calls. "Parity" here
+means Horizon gives the same results as the pinned 26.3 client and server for the same inputs, checked by a
+**harness**: a `tools/test_*_parity.py` script that runs a small Java oracle against the real game and a Rust
+probe against Horizon, and compares their outputs. There are about 290 of them.
+
+- **Read the vanilla code before writing Horizon's.** `tools/rea_vanilla.py` queries the pinned game bytecode:
+  `python3 tools/rea_vanilla.py method net.minecraft.world.level.block.DispenserBlock dispenseFrom`.
+  Say in your pull request which vanilla classes and methods you followed.
+- **Gameplay changes come with a harness**, new or extended, so the next change can't silently break them.
+  [The parity workflow](docs/parity-workflow.md) shows how harnesses run; copy a nearby one.
+- **Horizon's own features** (the launcher, the new menus) follow [the design system](docs/design-system.md) and are
+  off by default wherever they would change the vanilla look.
+- **Everything players run is Rust.** Python and Java are fine for dev tools and harness drivers in `tools/`, never
+  for player-facing code.
+
+Never commit game files, decompiled source or prepared resources (`.local/`): `tools/check_public_tree.py` rejects
+them (`git config core.hooksPath .githooks` runs it before every commit).
+
+## Before asking for review
+
+Run the self-check and paste the block it prints into your pull request:
+
+```sh
+python3 tools/pr_ready.py --base upstream/main   # or origin/main if you work on the main repository
+```
+
+It looks at what your branch changes and runs what matters: rustfmt, clippy with warnings denied, the tests of the
+crates you touched (and the launcher's), generated files, `Cargo.lock`, the Python tests, and the vanilla harnesses
+your change can affect. Without the vanilla data on your machine it lists those harnesses instead; CI runs them.
+`--quick` skips the harnesses. It exits non-zero when something fails.
+
+## Pull requests
+
+- **Small.** One change per pull request, under about 500 lines of code where you can; split bigger work into
+  pieces that each make sense alone. Small pull requests get reviewed and merged the same day.
+- **Fill in the template**: what and why, the vanilla reference, the pr_ready block, screenshots for anything you
+  can see.
+- **Tick "Allow edits by maintainers".** When something small is left (a lint, a rebase, a nit) we push the fixup
+  ourselves instead of sending it back to you; only design questions come back.
+- **Labels** (we set them if you can't): `feature` when players get something new (it appears under "New" in the
+  release notes), `skip-release` when players see no change (tooling, docs, tests), nothing for a fix.
+  `release-now` is for crash fixes that shouldn't wait. pr_ready suggests one.
+
+Every merge to main is released automatically ([release flow](docs/release-flow.md)), so main always stays playable.
+
+## Parity checks on forks
+
+The `verify` check (formatting, lints, tests) runs on every pull request. The `parity` check runs the affected
+harnesses on a maintainer's machine, which holds the game files, so it never runs a fork's code on its own: a
+maintainer reads your change, then adds the `run-parity` label, which runs it once on your current commit. After
+new pushes, we add it again.
+
+## Talk to us
+
+[Discord](https://discord.gg/HcTeMZxe5E) for questions and ideas, [issues](https://github.com/ludovic111/horizon/issues)
+for bugs. If you want to take something on, say so in its issue so nobody else starts the same work.

Cargo.toml

@@ -1,5 +1,6 @@
 [workspace]
-members = ["crates/horizon-core", "crates/horizon-world", "crates/voxel-kernels", "crates/horizon-client", "crates/horizon-assets", "crates/horizon-protocol"]
+exclude = ["launcher", "crates/horizon-telemetry-server"]
+members = ["crates/horizon-core", "crates/horizon-dualsense", "crates/horizon-world", "crates/voxel-kernels", "crates/horizon-client", "crates/horizon-server-files", "crates/horizon-server", "crates/horizon-bots", "crates/horizon-assets", "crates/horizon-protocol", "crates/horizon-theme", "crates/horizon-shaderpack", "crates/horizon-prepare", "crates/horizon-telemetry", "crates/horizon-bench", "crates/horizon-friends", "crates/horizon-relay", "crates/horizon-mod-sdk", "crates/horizon-mods", "crates/horizon-mods/tests/guest", "crates/cargo-horizon-mod", "crates/horizon-port-pack", "crates/horizon-mod-sdk/examples/coords-hud", "xtask"]
 resolver = "2"
 
 [workspace.package]

README.md

@@ -1,337 +1,206 @@
+<p align="center">
+  <img src="docs/media/banner.webp" alt="Horizon: Minecraft: Java Edition 26.3, rewritten in Rust and checked against vanilla by 281 differential harnesses" width="100%">
+</p>
+
+<p align="center">
+  <a href="https://github.com/ludovic111/horizon/actions/workflows/ci.yml"><img src="https://github.com/ludovic111/horizon/actions/workflows/ci.yml/badge.svg?branch=main" alt="CI"></a>
+  <img src="https://img.shields.io/badge/Minecraft-Java%2026.3-5D9C3F" alt="Minecraft Java 26.3">
+  <img src="https://img.shields.io/badge/Rust-stable-B7410E?logo=rust&logoColor=white" alt="Rust">
+  <img src="https://img.shields.io/badge/vanilla%20parity-100%25-F0795A" alt="Vanilla parity 100%">
+  <img src="https://img.shields.io/badge/platform-Linux%20%7C%20macOS%20%7C%20Windows-2A2470" alt="Linux, macOS and Windows">
+  <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-3B2F7E" alt="MIT license"></a>
+</p>
+
+<p align="center">
+  <a href="https://playhorizon.dev"><b>Website</b></a> ·
+  <a href="#download"><b>Download</b></a> ·
+  <a href="#what-changed-in-v202610131"><b>What changed</b></a> ·
+  <a href="#screenshots"><b>Screenshots</b></a> ·
+  <a href="#project-status"><b>Parity status</b></a> ·
+  <a href="docs/README.md"><b>Documentation</b></a>
+</p>
+
 # Horizon
 
-Horizon is a Rust rewrite of Minecraft Java **26.3** targeting one-to-one vanilla gameplay parity, alongside client performance research. Not affiliated with Mojang or Microsoft.
+A Rust rewrite of Minecraft: Java Edition 26.3 built for one-to-one vanilla parity, checked against the game itself with differential tests.
+
+Every subsystem matches vanilla in all 281 parity harnesses, on Linux and macOS: 100% of what the harnesses compare (see [Project status](#project-status)). The native client is playable on Linux, macOS (Apple Silicon) and Windows.
+
+> Not an official Minecraft product. Not approved by or associated with Mojang or Microsoft. Horizon contains no Minecraft code, assets or data: you need your own legally obtained copy of Minecraft: Java Edition 26.3.
+
+## What changed in v2026.10.13.1
+
+The latest release ([notes](https://github.com/ludovic111/horizon/releases/tag/v2026.10.13.1)):
+
+- **Horizon's own menus:** a new title screen, world list, options and pause menu in the launcher's style, over a live frozen landscape. The vanilla look is still available: Options → Interface → Menu style → Classic.
+- **Graphics settings, Simple and Advanced:** presets (Performance, Balanced, Quality, Ultra), or every rendering, quality, display and performance setting, each with a short description and its cost, plus a performance overlay.
+- **Much faster rendering:** for example, at render distance 8 over a village, 363 → 2,409 FPS on an RTX 4080. Render distance 32 still stutters in places.
+- **Fixed:** no sound on Linux; Linux builds that only ran on the machine they were built on; a missing DLL on Windows (the launcher no longer needs the Visual C++ runtime); memory growing and the frame rate dropping near villages (mobs were duplicated when chunks reloaded); resource preparation failing on Linux with "Missing … java-objc-bridge" ([#41](https://github.com/ludovic111/horizon/issues/41)); the hand and held item at high FOV; missing swing animations.
+
+## Download
+
+Horizon is downloaded only through **the Horizon launcher**: get it from [playhorizon.dev](https://playhorizon.dev) or from [the launcher's releases](https://github.com/ludovic111/horizon/releases?q=launcher-v&expanded=true) (the newest `launcher-v*` release, currently [launcher-v0.1.3](https://github.com/ludovic111/horizon/releases/tag/launcher-v0.1.3)), for Linux x86-64, macOS Apple Silicon or Windows x64. The launcher installs and updates the game, prepares its resources from your own copy of Minecraft, starts the client or a dedicated server, and updates itself.
+
+**You need** Minecraft: Java Edition installed with the official launcher, with 26.3 played once; Python 3.10 or newer and Java 25 (a JDK, e.g. Eclipse Temurin 25) for the one-time resource preparation; and a GPU with Vulkan on Linux and Windows, or any Apple Silicon Mac.
+
+### The launcher
+
+<table>
+  <tr>
+    <td width="50%"><img src="docs/media/launcher-play.webp" alt="The launcher's Play page: v2026.10.14.1 ready to play, its summary, Client and Server, the version picker and Play, the resources and the Minecraft folder as a numbered list"></td>
+    <td width="50%"><img src="docs/media/launcher-patch-notes.webp" alt="The launcher's Patch notes page, showing the notes of Horizon 2026.10.14.1"></td>
+  </tr>
+</table>
+
+It lists Horizon's releases and installs the build for your platform, shows each release's patch notes, updates Horizon and itself, and doubles as a command-line tool and an MCP server. See [the launcher's README](launcher/README.md).
+
+## Screenshots
+
+Captured in the Rust client itself, with vanilla assets and no mods or shaders.
+
+### Menus and settings
+
+<table>
+  <tr>
+    <td colspan="2"><img src="docs/media/menu-title.webp" alt="Horizon's title screen: the mark and the pages on the left, the Horizon title, Singleplayer and Multiplayer, and the last world played and the faint wordmark, over a veiled snowy landscape"></td>
+  </tr>
+  <tr>
+    <td width="50%"><img src="docs/media/menu-worlds.webp" alt="The Singleplayer page: three worlds with their dates and game modes, and Create world and Play buttons"></td>
+    <td width="50%"><img src="docs/media/settings.webp" alt="The Video settings in their Simple view: a preset, render distance, field of view, framerate, VSync and GUI scale, each with what it costs"></td>
+  </tr>
+</table>
+
+The vanilla menus are one setting away: Options → Interface → Menu style → Classic. See [Graphics settings](docs/graphics.md).
+
+### In game
+
+<table>
+  <tr>
+    <td colspan="2"><img src="docs/media/sunset.webp" alt="Sunset over a savanna river valley and a plains village"></td>
+  </tr>
+  <tr>
+    <td width="50%"><img src="docs/media/village.webp" alt="A plains village with farms, an iron golem and animals"></td>
+    <td width="50%"><img src="docs/media/survival.webp" alt="Survival at dusk: a zombie attacks near the village"></td>
+  </tr>
+  <tr>
+    <td width="50%"><img src="docs/media/nether.webp" alt="A crimson forest in the Nether with a zombified piglin"></td>
+    <td width="50%"><img src="docs/media/night.webp" alt="Moonrise over a torch-lit village and river"></td>
+  </tr>
+  <tr>
+    <td width="50%"><img src="docs/media/underwater.webp" alt="Salmon swimming in a river"></td>
+    <td width="50%" valign="middle">
+      Vanilla world generation ported to Rust (terrain, aquifers, carvers, features, villages and the Nether), every block model with smooth lighting and biome tints, the vanilla sky and fog, mobs, the HUD, chat and advancements: everything in these frames is drawn by Horizon.
+    </td>
+  </tr>
+</table>
+
+## What it does
+
+Horizon reimplements the Minecraft Java client and its game logic in Rust, one subsystem at a time, and compares each piece with the vanilla game. Each `tools/test_*_parity.py` harness drives the same inputs through Horizon and through the vanilla client and server bytecode from your own copy of the game, then checks that the outputs are identical. It is for players and developers interested in game reimplementation, and for anyone who wants to see how far a behaviour-exact native rewrite can go.
+
+The [native client](docs/native-client.md) opens on a vanilla-style title screen with world creation and selection, and generates worlds with the Rust port of the vanilla generators: noise terrain, aquifers, surface rules, carvers and placed features, all checked against vanilla. It streams and lights chunks on worker threads and renders every vanilla block model with smooth lighting, biome tints, the vanilla sky, sun, moon, stars and clouds. Gameplay includes:
 
-**The Rust game is now playable.** The [native client](docs/native-client.md) opens on a vanilla-style title screen with world creation and selection, and generates worlds with the Rust port of the vanilla overworld generator: noise terrain, aquifers, surface rules, carvers, and the placed features ported so far, all checked against vanilla. It streams and lights chunks on worker threads and renders every vanilla block model with smooth lighting, biome tints, the vanilla sky, sun, moon, stars and clouds. Gameplay so far:
 - validated player physics, health and hunger;
 - mining with vanilla tool rules and loot tables;
 - placing, crafting, chests and furnaces;
-- dropped items and particles;
-- sounds;
-- passive and hostile mobs with combat, including guardians, shulkers, illagers, ravagers, the wither and the ender dragon fight;
-- villagers that take jobs, trade, restock, meet at the bell and sleep in beds;
+- dropped items, particles and sounds;
+- passive and hostile mobs with combat and vanilla AI, including guardians, shulkers, illagers, ravagers, the wither, the ender dragon fight, the breeze, the creaking, the sniffer, the happy ghast, llamas and the copper golem;
+- villagers that take jobs, trade, restock, meet at the bell and sleep in beds, on a port of vanilla's brain;
+- raids and pillager patrols;
+- dispensers, crafters, the loom and the recipe book;
+- every command, scoreboards and teams, the player list, subtitles and the HUD overlays;
 - boats, minecarts, item frames, paintings and armor stands;
 - shields, maps, books, fireworks, beacons, advancements and statistics;
-- Anvil saves.
+- Anvil saves, joining vanilla servers, and opening a world to LAN.
 
-Parity is **not** complete. Still missing: the warden and the sculk family, the breeze, sniffer, creaking, happy ghast, llamas and a few other mobs, raids and pillager patrols, villager breeding and gossip, the loom, crafter and recipe book, scoreboards, subtitles, and spawned mob gear enchantments. Multiplayer joins vanilla servers but Horizon cannot host one. See [Rust rewrite status](docs/rust-parity.md).
+## Agent control
 
-### Java parity: 84%
+AI agents and scripts can play Horizon. `horizon-ctl`, shipped beside the game in every release folder, is a command line that reads the game as JSON and acts like a player; `horizon-ctl mcp` serves the same commands as an MCP server (one tool per command, screenshots returned as images).
+
+```sh
+horizon-ctl launch --world Survival --seed 5 --wait   # finds the version the launcher installed
+horizon-ctl state                                       # position, health, food, target, screen...
+horizon-ctl find-block birch_log                        # the nearest logs
+horizon-ctl goto -0.5 65 -2.5 --near 2.5                # walks there along a path
+horizon-ctl break -1 65 -3                              # mines it; replies with the drops
+horizon-ctl open-inventory && horizon-ctl click-slot 0  # menus: slots, buttons by label, text fields
+```
+
+Commands block until the action is done and reply with what happened; errors are JSON with distinct exit codes, `horizon-ctl help` lists every command and `horizon-ctl COMMAND --help` explains one with examples. It talks to the game over a Unix socket on Linux and macOS and over a token-protected localhost port on Windows. See [Agent control in the native client guide](docs/native-client.md#agent-control-horizon-ctl-and-mcp).
+
+## Build from source
+
+For developers. Requirements: Rust 1.90 or newer, Python 3.10 or newer, JDK 25, and on Linux the ALSA and udev development headers (`libasound2-dev libudev-dev` on Debian and Ubuntu). Development and the vanilla harnesses run on Linux.
+
+Horizon contains no game files and never downloads them. It builds its resources from **your own copy** of Minecraft: Java Edition 26.3, verified against the checksums in `research-lock.json`:
+
+1. **Client:** install Java Edition with the official launcher and play 26.3 once. Horizon reads `versions/26.3/`, `libraries/` and `assets/` from the launcher's game directory (`~/.minecraft` on Linux). If yours lives elsewhere, pass `--minecraft-dir` or set `HORIZON_MINECRAFT_DIR`.
+2. **Server jar:** the 26.3 server jar, from the `downloads.server.url` in your launcher's `versions/26.3/26.3.json` (or [minecraft.net/download/server](https://www.minecraft.net/en-us/download/server) while 26.3 is the current release). Pass it with `--server-jar` or set `HORIZON_SERVER_JAR`. It is only needed the first time.
+
+```sh
+git clone https://github.com/ludovic111/horizon.git
+cd horizon
+cargo run --release -p horizon-prepare -- --prepare --server-jar ~/Downloads/server.jar   # needs JDK 25
+cargo run --release -p horizon-prepare -- sounds   # optional: sounds from your launcher install
+cargo run --release -p horizon-client
+```
+
+Everything prepared lands in the gitignored `.local/`. It is derived from the game: never commit it or share it.
+
+The client starts on the title screen. Command-line options (`--world`, `--seed`, `--creative`, `--render-distance`, `--dedicated`), controls, playing and scripting through `horizon-ctl` and its MCP server, and the architecture are described in [the native client guide](docs/native-client.md). The rest of the documentation is indexed in [docs/README.md](docs/README.md), including [the parity workflow](docs/parity-workflow.md).
+
+## Project status
+
+The table below is the project's own audit of each subsystem. Every subsystem now matches vanilla in every harness that compares it. 100% means 100% of what the harnesses compare, not proof that nothing else differs. The remaining known differences are listed below.
+
+### Java parity: 100%
 
 Each subsystem scores 0 (absent), 0.25 (started, not playable), 0.5 (playable,
 major vanilla features missing), 0.75 (playable, mostly complete) or 1 (complete
 and verified against vanilla by differential tests). The percentage is the
 average; `tests/test_parity.py` keeps it in sync with this table. Last audited
-2026-10-10 against the code, not the docs. The harnesses that failed in the
-previous audit (block updates, random ticks, redstone, command parsing, menu
-clicks, whole chunks, entity models and item models) now pass; the save
-round-trip harness has not been rerun.
+2026-10-13 against the harness results: all 281 harnesses pass on Linux, each
+rerun whenever one of its inputs changed, and the Mac mini now runs every one of
+them too (Rust uses Java's own float maths on each platform).
 
 | Subsystem | Score | Main gaps |
 | --- | ---: | --- |
-| Window, input and game loop | 0.75 | Game loop and options match vanilla; camera, auto-jump, toggle sprint/sneak and the frame limiter not compared |
-| Assets and resources | 0.75 | Item models match vanilla over 196,290 stacks, but the client does not draw items through that pipeline yet; no pack screen |
-| Network protocol and multiplayer | 0.75 | Opens worlds to LAN, but hosting is not tested against a vanilla client; no dedicated server mode |
+| Window, input and game loop | 1 | None: the game loop, options, camera, auto-jump, toggle sprint/sneak, local input and the frame limiter match vanilla |
+| Assets and resources | 1 | None: item models match vanilla over 196,290 stacks and the client draws every item through them; the resource pack screen matches vanilla's drawing over 3,000 sessions of clicks, scrolling and searching, its incompatibility confirmation included |
+| Network protocol and multiplayer | 1 | None: joins vanilla servers; the dedicated server (`--dedicated`) matches vanilla's files, status ping, login, configuration, play, chunks, chat, recipes, advancements and command tree, a client built from vanilla's packet code joins it, Horizon joins a vanilla server, and LAN discovery matches over 462 cases (offline mode only) |
 | Chunk storage and palettes | 1 | None: client and saves share paletted containers, identical to vanilla over 266 scenarios |
 | Section meshing | 1 | None: 112 scenes and over a million quads identical to vanilla |
-| Rendering | 0.75 | Entity models match over 150 layers; block entity renderers and HUD overlays not compared |
+| Rendering | 1 | None: entity models, block entity renderers (407 cases, End portals, gateways and the loom's banner preview included) and their animations (296 cases, End gateway beams included), the HUD overlays (2,200 states), the recipe book (600 states), the player list, subtitles and the world border match vanilla |
 | Lighting | 1 | None: saved and relit light matches vanilla, slabs and stairs included |
 | World generation | 1 | None: 2,352 whole chunks over 225 structure sites, in all three dimensions, identical to vanilla |
-| Region files and saves | 0.75 | Saves round-trip with vanilla, and worlds from 1.18.2 to 26.2 upgrade as vanilla's DataFixers do over 22 sample worlds; worlds older than 1.18.2 are not upgraded |
-| Entities and physics | 0.75 | Attributes, dimensions, death loot, spawn rules and natural spawning (15,500 NaturalSpawner cases) match; AI not compared; drowned, villagers, traders and the wither unverified |
-| Interaction and inventory | 1 | None: menu clicks match over 6,000 click sequences |
-| Menus, HUD and chat | 0.75 | Commands parse as vanilla over 39,685 inputs, but /item modify, /spectate, /waypoint and /dialog do not run; no tab list or world border rendering |
-| Audio | 0.75 | Sound engine, music and ambience not compared with vanilla |
-| Block behaviours and ticking | 0.75 | Block updates, random ticks, redstone and dispensers match vanilla; a container replaced by another block keeps its contents instead of spilling them, and there are no copper golems |
+| Region files and saves | 1 | None: saves round-trip with vanilla, and worlds from 1.8 to 26.2 upgrade as vanilla's DataFixers do, superflat worlds included; old options.txt and hotbar.nbt files are upgraded too |
+| Entities and physics | 1 | None: attributes, dimensions, death loot, spawn rules, natural spawning (15,500 cases), raids and patrols (1,900 cases), spawned mobs' gear, enchantments and state (`finalizeSpawn`, 24,000 cases) and mob AI (92 scenarios: villager breeding and gossip, the warden, ghastlings and copper golems included) match vanilla |
+| Interaction and inventory | 1 | None: menu clicks match over 8,000 click sequences, the loom and the crafter included; recipe book placement (6,000 cases), its buttons (1,200), the saved book (1,500) and the loom and crafter screens (1,600) match vanilla |
+| Menus, HUD and chat | 1 | None: every command runs as vanilla (758 commands over 39,685 parsed inputs), scoreboards and teams match (81,000 operations), the player list matches over 872,000 draw calls with heads drawn from players' skins (authlib's textures, SkinManager's lookup, legacy skin conversion), and the chat matches focused and scrolled; the resource pack screen (selection over 4,000 cases, drawing and its incompatibility confirmation over 3,000 sessions) and the chat input with its command suggestions, usage lines, Tab completion and history (3,000 sessions on vanilla's client command tree) match vanilla |
+| Audio | 1 | None: the sound engine, sound events, music, situational music, ambience and subtitles match vanilla |
+| Block behaviours and ticking | 1 | None: block updates, random ticks, redstone, dispensers (6,000 cases), crafters (4,000 crafts), block entity removal (containers spill, 4,000 cases), copper golem chest sorting and the sculk family (435 scenarios: shrieker warnings and warden summoning included) match vanilla |
 
-### Next steps
+### Known issues
 
-1. Upgrade saves older than 1.18.2 (the DataFixers before DataVersion 2970).
-2. Draw every item through the item model pipeline, and add the resource pack screen.
-3. An audio harness: sound engine attenuation, weighted sound events, music and ambience.
-4. A mob AI harness, and an oracle for drowned, villagers, traders and the wither.
-5. The missing commands, containers spilling when replaced, copper golems, the tab list and world border rendering.
-6. Test LAN hosting with a vanilla client, and add a dedicated server mode.
+Online-mode servers (Mojang's session servers) are not supported; skins served over https show the default skin unless already cached; pack icons show the unknown-pack texture in game; the creative hotbar keys (C/X) aren't wired to the hotbar loader; item tooltips lack attribute lines.
+
+## Contributing
+
+Issues and pull requests are welcome: see [CONTRIBUTING.md](CONTRIBUTING.md) for how we work (vanilla first, small pull requests, labels). Before opening a pull request, run the self-check and paste the block it prints:
 
 ```sh
-python3 tools/prepare_native_client.py --prepare   # needs JDK 25; extracts private vanilla resources
-python3 tools/fetch_sounds.py                      # optional: vanilla sounds
-cargo run --release -p horizon-client
-```
-
-**Target machine:** the Rust rewrite targets one machine, **ludodesktop**: Ubuntu 26.04, Intel i7-13700KF, NVIDIA RTX 4080, GNOME on Wayland. The final deliverable is a playable native Linux build validated there. macOS (including the M2 Pro Mac) and Windows are out of scope. Track implementation and acceptance criteria in [Rust rewrite status](docs/rust-parity.md).
-
-**Java performance packs (no longer developed):** the earlier track of pinned Java performance packs, distant terrain, an original frame/tick recorder and client/server starter downloads. No release downloads are published; build the packs and starters locally with `python3 tools/build_release.py` (see [Build and run](#build-and-run)). They are no longer a development target.
-
-## Java packs: Mac starter (out of scope)
-
-Build **horizon-mac-starter-0.21.0.zip** with `python3 tools/build_release.py` (it lands in `dist/`), extract it and open `Mac-Start.command`. It verifies and installs official universal Prism Launcher in `~/Applications` if needed, then opens the balanced pack import. Sign into Microsoft **inside Prism yourself**. This project needs no credentials.
-
-Use native **Java 25 ARM64**, maximum heap **6144 MiB**, minimum **512 MiB** on your 16 GB M2 Pro. Prism can download Java automatically. Start at 1280×800 or 1920×1200; full Retina resolution is a larger GPU workload. [START-HERE.txt](packs/START-HERE.txt) has details. The same `.mrpack` files import into Prism on Windows and Linux.
-
-If Prism is already installed, follow the [Mac import and first comparison guide](docs/mac-first-test.md).
-
-Core and balanced also pass [macOS title/demo-world rendering probes](docs/client-graphics-smoke.md)
-on the hosted ARM64 software renderer, including readback, saves and clean exits.
-Physical M2 GPU performance and macOS 27 remain to be tested.
-
-| Profile | Full-detail chunks | Distant LOD radius | Suggested maximum heap |
-| --- | ---: | ---: | ---: |
-| baseline | 12 | none | 6144 MiB |
-| core-performance | 12 | none | 6144 MiB |
-| m2-balanced | 12 | 128 | 6144 MiB |
-| adaptive (experiment) | 12 | 128 | 6144 MiB |
-| worker-pacing (experiment) | 12 | 128 | 6144 MiB |
-| adaptive-pacing (experiment) | 12 | 128 | 6144 MiB |
-| queue-wait (experimental) | 12 | 128 | 6144 MiB |
-| adaptive-queue (experimental) | 12 | 128 | 6144 MiB |
-| dispatch-retry (experimental) | 12 | 128 | 6144 MiB |
-| tick-dedup (experimental) | 12 | 128 | 6144 MiB |
-| culling-empty (experimental) | 12 | 128 | 6144 MiB |
-| quad-reuse (experimental) | 12 | 128 | 6144 MiB |
-| terrain-position (experimental) | 12 | 128 | 6144 MiB |
-| culling-rays (experimental) | 12 | 128 | 6144 MiB |
-| foreground-first (combined experiment) | 12 | 128 | 6144 MiB |
-| foreground-vulkan (combined experiment) | 12 | 128 | 6144 MiB |
-| low-memory | 8 | none | 3072 MiB |
-| far-distance | 12 | 256 | 8192 MiB, with sufficient physical RAM |
-| cinematic | 12 | 128 | 6144 MiB |
-| vulkan | 12 | 128 | 6144 MiB |
-
-Balanced combines [Sodium](https://modrinth.com/mod/sodium), [Lithium](https://modrinth.com/mod/lithium), [FerriteCore](https://modrinth.com/mod/ferrite-core), [ImmediatelyFast](https://modrinth.com/mod/immediatelyfast), [EntityCulling](https://modrinth.com/mod/entityculling), and [Distant Horizons](https://modrinth.com/mod/distanthorizons). Cinematic adds [Iris](https://modrinth.com/mod/iris) and [Complementary Reimagined](https://modrinth.com/shader/complementary-reimagined), initially disabled. Vulkan independently experiments with the game's own backend and fallback, without Iris.
-
-Distant LOD is simplified terrain. Nearby blocks retain full detail. Initial generation costs CPU/disk/memory and needs warm-up. DH adjusts clouds, chunk fade and transparency to blend its renderer; assess appearance as well as speed. Shaders cost GPU time and have [Mac-specific limits](https://shaders.properties/current/reference/miscellaneous/macos/). Universal CPU/GPU support and exact vanilla equivalence remain validation goals. Simulation distance stays 12 in every profile; normal 20 TPS rules are retained.
-
-For the first comparison at the same view distance, use `baseline` versus
-`core-performance`: both select 12 full-detail chunks and no distant LOD or shaders.
-The latter adds only the pinned core performance mods and leaves every original
-controller disabled. Then test balanced separately for its additional distant
-terrain. Matching captured settings does not prove pixel-identical rendering.
-[Core comparison protocol and selected observations](docs/core-performance.md)
-include three repeated matched-view software-rendered pairs with 14–21% higher
-FPS in this workload; M2 performance remains unmeasured.
-
-[Heap budget experiment](docs/heap-budget.md): three pairs with 3 GiB versus
-1.5 GiB maximum heap show variable RAM savings and GC/frame-time tradeoffs;
-playable defaults remain unchanged.
-
-[Matched graphics API comparison](docs/graphics-api-comparison.md): Vulkan adds
-about 1.5% average FPS but about 12% CPU in three Linux software-rendered pairs;
-backend defaults remain unchanged and physical Mac performance is unmeasured.
-
-The optional `queue-wait` pack yields during pending distant-terrain debounce retries; `adaptive-queue` combines it with the existing controllers. [Queue experiment and measurement limits](docs/debounce-queue.md).
-
-Version 0.16 adds a separate [terrain position arithmetic experiment](docs/terrain-position.md)
-for the sampled full-data lookup. It retains the pinned library’s unusual
-negative-coordinate rounding and invalid-level errors. Balanced keeps it off;
-whole-game and Mac performance still require measurement.
-
-Version 0.15 adds an isolated [culling ray scratch experiment](docs/culling-rays.md)
-that reuses two numeric vectors within each culling instance while retaining
-upstream arithmetic and decisions. Balanced keeps it off; hardware gains remain
-unmeasured.
-
-Version 0.14 adds an isolated [empty culling whitelist experiment](docs/culling-empty.md)
-that avoids allocating iterators while there are no dynamic handlers. Live
-registration and nonempty callbacks retain upstream behavior. Balanced keeps it
-off; whole-game gains still need hardware comparisons. DH profiles also request
-a scoped [interruptible blending-read wait](docs/terrain-read-wait.md) to let
-background workers leave a pending metadata read during shutdown.
-
-Version 0.13 adds an isolated [tick membership experiment](docs/tick-membership.md)
-that reuses compact storage for DH's private per-tick membership checks. The
-combined foreground profiles include it too; balanced keeps it off. The applied
-holder test verifies action semantics and removes repeated entry allocations;
-whole-game FPS and RAM gains still need hardware measurements.
-
-Version 0.12 captures effective distant-terrain quality, radius, worker budgets,
-Iris state and field of view. Start/end snapshots flag changed visual settings;
-[measurement details](docs/terrain-measurements.md) explain their limits.
-
-Version 0.11 adds combined foreground-first OpenGL/Vulkan profiles with a 120 FPS
-adaptive goal, plus explicit collector experiments and GC measurement guidance.
-See [combined controls](docs/foreground-first.md), [Vulkan on your Mac](docs/vulkan.md)
-and [collector comparisons](docs/collectors.md). The frame goal is not a rendering cap.
-
-Version 0.10 adds an isolated [rejected-dispatch retry experiment](docs/dispatch-retry.md).
-It bounds retry passes when a DH worker rejects queued work, preserving original
-requeue handling and allowing other executors to progress. Balanced keeps it off.
-
-Version 0.9 also makes the queue's idle wait wakeable for incoming work, preserving
-its debounce rules and bounded cache-maintenance cadence. It remains part of the
-optional queue profiles, with separate wake-latency measurements.
-
-Version 0.8 fixes a fresh-instance graphics preset that could override the selected
-render distance. It also records actual GC/header settings and supports an optional
-[compact object headers experiment](docs/compact-headers.md) for Java 25; packs
-do not enable that JVM flag automatically.
-
-## Measure on your hardware
-
-The optional [adaptive terrain experiment](docs/adaptive-terrain.md) throttles distant
-terrain background work when frames slow down or heap pressure rises, keeping the
-balanced profile's view distances and simulation settings. It remains opt-in until
-real hardware demonstrates a benefit.
-
-The additional [precise worker pacing experiment](docs/worker-pacing.md) makes short
-terrain tasks respect their duty-cycle budget and avoids boxed worker timestamps.
-It changes generation speed and CPU use, so it stays separate from balanced.
-
-Press **F8** during gameplay to start a 120-second recording, or again to stop early. Rebind in Controls if needed. This also works with restricted chat accounts. Alternatively: `/horizon bench <label> 120`, `/horizon stop`, `/horizon status`.
-
-Use separate identical world copies and the same camera route, resolution, render/simulation distance, heap, VSync and FPS limit. Warm up, then alternate at least three baseline/optimized runs. Test fresh chunk exploration separately. For everyday play cap FPS or enable VSync to reduce power usage.
-
-The instance's `horizon-benchmarks/` folder receives JSON/CSV frame and integrated-server tick timings: average FPS, slowest-1%-average FPS, p95/p99 durations, stalls, JVM heap/GC, sampled process RSS when available, GPU/backend/driver and render settings. Frames include presentation/limiting waits and exclude menus/pauses/unfocused time. Tick `meanRate` is execution capacity, **not TPS**; observed tick counts are separate. Version 0.20 [captures sampled tick-manager state](docs/tick-state.md), including restored freeze/step/sprint/rate changes; this does not measure completed world work. Resident process memory is sampled on a shared background thread only during recordings; it includes native resident pages, while heap measures JVM objects. Neither is a complete measurement of unified GPU memory. [Memory measurement details](docs/process-memory.md).
-
-```sh
-python3 tools/compare_benchmarks.py baseline-frames.json optimized-frames.json --strict
-```
-
-Open `Compare-Benchmarks.html` from the starter ZIP or [the source file](tools/Compare-Benchmarks.html) in your browser to compare without Python. Select each JSON and optionally its matching CSV. It exports summary JSON, flags settings and duration differences, and charts frames by recorded active time or ticks by sample number. It is self-contained and makes no network requests.
-
-Version 0.18 adds an isolated [terrain quad reuse experiment](docs/quad-reuse.md).
-It reuses a temporary quad discarded by successful premerge when the existing
-pool would otherwise allocate. Generated geometry and thread ownership checks
-pass; allocation results are not whole-game RAM or FPS evidence. It remains off
-in combined profiles.
-
-Version 0.17 also records loaded mod versions and the Java vendor, VM and runtime
-build in client and server reports. Both comparison tools flag software changes
-as explicit experiment variables; older reports remain usable with an unknown
-software warning. The viewer can expand the complete loaded mod list.
-[Live software identity check](benchmarks/software-identity-2026-10-04/live-observations.json)
-records the metadata and file-count validation; its short capture is not a
-performance comparison.
-
-
-The comparison flags captured setting differences, but cannot verify route, world, shader state or cache warm-up. See [validation evidence](docs/playable-validation.md). Software-renderer test FPS is not evidence of a Mac/GPU speedup.
-
-For CPU/allocation investigation, [capture and stream a private JFR summary](docs/profiling.md).
-It distinguishes directly observed allocation counters from sampled hot methods;
-profiling runs remain separate from normal timing comparisons.
-
-## Build and run
-
-Requires Python 3.10+ and JDK 25. No Gradle, Rust or native compilation is required for playable packs.
-
-```sh
-python3 tools/build_mod.py
-python3 tools/build_release.py
-```
-
-Gitignored `dist/` contains twenty packs, our original instrumentation JAR, client/server starter ZIPs and SHA256SUMS. [mods.lock.json](packs/mods.lock.json) pins mod versions, exact dependency closure, SHA-1/SHA-512 and source/license; [fabric.lock.json](packs/fabric.lock.json) pins loader/library SHA-256. Packs use the [Modrinth format](https://support.modrinth.com/en/articles/8802351-modrinth-modpack-format-mrpack). They embed only original project code; third-party mods, game and assets download from their publishers.
-
-The server starter uses Lithium/FerriteCore and `/horizonserver bench <label> <seconds>`. [Server instructions](docs/server-quickstart.txt) cover setup and a baseline. Files are prepared before you accept Minecraft's EULA locally. A 50-active-player workload remains to be measured.
-
-Local smoke testing uses the game's built-in limited demo; normal play uses Prism's licensed account authentication:
-
-```sh
-python3 tools/build_pack.py --profile m2-balanced --instance .local/runtime/m2-balanced
-vscreen run python3 tools/runtime.py demo --instance .local/runtime/m2-balanced
-```
-
-The standalone demo launcher applies the pinned official manifest's conditional
-JVM flags, including macOS `-XstartOnFirstThread` and the Windows heap-dump-path
-option. Prism applies its own official manifest. Server JVM policy is separate;
-this launcher correction is not a measured graphics performance improvement.
-
-## Local game inspection
-
-Game JARs, decompiled Java, libraries, inventories, worlds and logs live **inside this checkout** under gitignored **`.local/`**. No game code is in Git history or release downloads. Fresh clones regenerate the inspection workspace from official downloads; Microsoft credentials are not needed for this step.
-
-```sh
-git clone https://github.com/ludovic111/horizon.git
-cd horizon
 git config core.hooksPath .githooks
-python3 tools/lab.py prepare
-python3 tools/lab.py decompile
-python3 tools/lab.py status
+python3 tools/pr_ready.py
 ```
 
-`research-lock.json` pins the official manifest and Vineflower. The inner server JAR is extracted and checked; client/server libraries provide decompiler context. Output: `.local/minecraft/26.3/sources/{client,server}/` and coverage/inventory reports. Current inventories cover 11,383 client classes and 7,762 server classes, producing 7,301/5,037 Java files. See [decompilation status](docs/decompilation-status.md).
+It runs rustfmt, clippy with warnings denied, the tests of the crates you touched, the Python tests, the public-tree check, and the vanilla harnesses your change can affect. CI runs the same checks on GitHub's Linux runners; the vanilla harnesses need the game, which Horizon never downloads, so they run on a self-hosted runner holding the maintainer's own copy. Never commit game files, decompiled source or prepared resources: `tools/check_public_tree.py` rejects them, and tracked Java is allowed only under the project's own `dev/horizonlab` namespace.
 
-Class-file SourceFile metadata covers inner classes, which often share a source file. Coverage does not prove semantic equivalence or recompilability; original bytecode remains the reference. Completed source directories are not overwritten automatically. Older obfuscated releases require a separate remapping stage.
+## Licence
 
-## Original Rust research
+[MIT](LICENSE), for the project's original work only. Dependencies keep their own licences. Minecraft is a trademark of Mojang Synergies AB; Minecraft code and assets belong to Mojang and Microsoft and are covered by the [Minecraft EULA](https://www.minecraft.net/en-us/eula). Decompiled game source and prepared resources stay on your machine and are never published.
 
-The dependency-free `horizon-core` crate starts the Rust simulation foundation:
-integer block/chunk/section positions, legacy and xoroshiro seeded random streams and positional factories,
-padded palette-index storage, scheduled block/fluid tick queues, and double-precision
-bounding-box and voxel-grid collision geometry. Noise samplers, octave stacks and
-bulk density kernels provide the next world-generation foundation. Compiled
-density samplers add gradients, shifted and blended terrain noise, distance
-metrics and arithmetic evaluation.
-Differential runners compare selected
-operations with the checksum-pinned vanilla client and server bytecode.
-[Implemented scope, validation, and remaining rewrite work](docs/rust-parity.md).
+Third-party credits and licenses: [Third-party notices](THIRD_PARTY_NOTICES.md).
 
-```sh
-python3 tools/test_rust_parity.py --prepare
-python3 tools/test_world_parity.py
-python3 tools/test_tick_parity.py
-python3 tools/test_geometry_parity.py
-python3 tools/test_collision_parity.py
-python3 tools/test_noise_parity.py
-python3 tools/test_density_parity.py
-```
+## Author
 
-The core corpus checks 1,634,520 output lines per reference JAR, including
-signed boundaries, RNG rejection/state consumption and raw storage words.
-Passing it does not establish full gameplay parity or an FPS improvement.
-The separate [noise suite](docs/noise-generation.md) checks 26.3 Perlin/simplex,
-derivatives, density-volume accumulation, stack composition, normal-noise
-normalization and modern/legacy initialization against both reference JARs.
-The [density suite](docs/density-functions.md) checks compiled scalar and bulk
-evaluation, including nested samplers, their different arithmetic paths, and
-selected interval operations used for graph range analysis.
-
-`horizon-world` adds NBT, four region compression codecs, `.mca`/`.mcc`
-reading and export, saved palettes, a version-checked block-state registry,
-and packed resident block sections. The world-data suite checks Rust output
-with the actual vanilla NBT, region and block-state decoders on both JARs.
-It covers all 35,723 exported state IDs and a 100,000-edit section trace.
-[World-data commands and validation limits](docs/world-data.md).
-
-Scheduled ticks now support vanilla ordering, duplicate suppression, save/reload,
-chunk eligibility and callback mutations. The tick suite compares 97,776 output
-lines per reference JAR and checks saved block/fluid lists through vanilla codecs
-and region files. [Scheduler behavior and remaining integration](docs/scheduled-ticks.md).
-
-Voxel shapes preserve vanilla collision tolerances, greedy box ordering, ray faces,
-inside hits, and cube-versus-array cell lookup. A cached collision registry connects
-imported shapes to resident block sections while checking exact state identities.
-Movement helpers resolve supplied colliders and step-up candidates, including
-landing adjustment and the second collider query. Movement-path block visits
-preserve vanilla ordering, step indices and packed-position deduplication.
-Uncached states require block behavior; the entity-context overload also needs
-separate implementation. [Geometry and collision scope](docs/collision-geometry.md).
-
-```sh
-cargo test --workspace
-cargo run --release --bin voxel-bench -- 100 > .local/voxel-benchmark.csv
-```
-
-The dependency-free occupancy experiment compares scalar and bitset exposed-face counting for synthetic 16³ sections. It has no real mesh, material/AO/light work, neighboring-section context, JNI bridge or game integration. Speedups are kernel-only, not Minecraft FPS. [Research plan](docs/optimization-plan.md) describes profiling, improved Java baselines, native integration and behavior checks before expanding scope.
-
-Public branding and new mod downloads use **Horizon**. The existing Fabric mod
-ID and `dev.horizonlab` namespace remain stable for installed instances and
-measurement compatibility. The installer backs up both old `horizon-lab-*.jar`
-and new `horizon-*.jar` versions before installing an update.
-
-## Validation and ownership
-
-```sh
-python3 -m unittest discover -s tests -v
-python3 tools/build_mod.py --test-only
-cargo fmt --all -- --check
-cargo clippy --workspace --all-targets -- -D warnings
-cargo test --workspace
-python3 tools/check_public_tree.py
-python3 tools/check_public_tree.py --history
-```
-
-CI checks offline tools/Rust and compiles the original mod/builds packs on Linux and Apple Silicon macOS. Game dependencies download to ephemeral `.local/`; CI uploads only our original JAR and packs. Compilation is not Mac GPU gameplay testing. Publication checks allow Java only under our original `dev/horizonlab` namespace; review diffs as well.
-
-[MIT](LICENSE) covers only our original tracked work. Dependencies retain their licenses. Mojang [removed obfuscation](https://www.minecraft.net/en-us/article/removing-obfuscation-in-java-edition) without changing [Minecraft's EULA](https://www.minecraft.net/en-us/eula). Decompiled game source remains local; published code implements independent tooling and instrumentation.
-
-Integrated-server reports record the shared graphics backend at recording start; see [the context and comparison limits](docs/server-graphics-context.md).
+Made by [Ludovic Marie](https://lu4ovic.com) ([@ludovic111](https://github.com/ludovic111)).

THIRD_PARTY_NOTICES.md

@@ -0,0 +1,31 @@
+# Third-party notices
+
+## CullLeaves
+
+The optional leaf and mangrove-root face-culling behavior is adapted from
+[CullLeaves](https://github.com/TeamMidnightDust/CullLeaves) by MidnightDust.
+Its MIT license is reproduced below.
+
+```text
+MIT License
+
+Copyright (c) 2020 MidnightDust
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+```

benchmarks/client-graphics-2026-10-04/live-observations.json

@@ -1,401 +0,0 @@
-{
-  "schema": 1,
-  "measurement": "Client scene startup, framebuffer readback and clean exit; not a performance benchmark",
-  "release_binary": "0.20.0",
-  "production_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-  "macos_required_ci": {
-    "run": 37192178667,
-    "source_commit": "a5000edf11094e00ebef0fc362aa4adc322f2df6",
-    "all_jobs_passed": true,
-    "reports": {
-      "title": {
-        "schema": 1,
-        "platform": "macOS-26.6.2-arm64-arm-64bit",
-        "architecture": "arm64",
-        "minecraft": "26.3",
-        "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-        "results": [
-          {
-            "observed_mode": "title",
-            "title_screen_observed": true,
-            "world_loaded": false,
-            "ready_client_ticks": 53,
-            "window_active": true,
-            "framebuffer_width": 1280,
-            "framebuffer_height": 646,
-            "sampled_pixels": 4160,
-            "distinct_sampled_rgb": 1525,
-            "gpu": "Apple Software Renderer",
-            "graphics_backend": "OpenGL",
-            "graphics_driver": "4.1 APPLE-23.1.1",
-            "private_png_sha256": "ed503082baca3a8646e7e864bf363e6e2a705a2b4aade2ec4bae6d3a108b07ab",
-            "profile": "core-performance",
-            "preferred_backend": "opengl",
-            "launcher_exit_code": 0,
-            "backend_attempts": [
-              {
-                "backend": "OpenGL",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "OpenGL",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ]
-          },
-          {
-            "observed_mode": "title",
-            "title_screen_observed": true,
-            "world_loaded": false,
-            "ready_client_ticks": 55,
-            "window_active": true,
-            "framebuffer_width": 1280,
-            "framebuffer_height": 646,
-            "sampled_pixels": 4160,
-            "distinct_sampled_rgb": 1855,
-            "gpu": "Apple Software Renderer",
-            "graphics_backend": "OpenGL",
-            "graphics_driver": "4.1 APPLE-23.1.1",
-            "private_png_sha256": "959fe6afbe1897cd9711c083e88ccc617ee9d8669983987abda84e0f5979e82d",
-            "profile": "m2-balanced",
-            "preferred_backend": "opengl",
-            "launcher_exit_code": 0,
-            "backend_attempts": [
-              {
-                "backend": "OpenGL",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "OpenGL",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ]
-          }
-        ],
-        "limits": [
-          "Short scene startup and nonuniform framebuffer readback only.",
-          "World mode uses the ordinary limited demo; world files remain private.",
-          "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
-          "Vulkan preference can fall back; inspect the observed backend.",
-          "PNG images, assets and full logs remain in the private runtime directory."
-        ]
-      },
-      "world": {
-        "schema": 1,
-        "platform": "macOS-26.6.2-arm64-arm-64bit",
-        "architecture": "arm64",
-        "minecraft": "26.3",
-        "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-        "results": [
-          {
-            "observed_mode": "world",
-            "title_screen_observed": false,
-            "world_loaded": true,
-            "ready_client_ticks": 40,
-            "window_active": true,
-            "framebuffer_width": 1280,
-            "framebuffer_height": 646,
-            "sampled_pixels": 4160,
-            "distinct_sampled_rgb": 1537,
-            "gpu": "Apple Software Renderer",
-            "graphics_backend": "OpenGL",
-            "graphics_driver": "4.1 APPLE-23.1.1",
-            "private_png_sha256": "31be5cc8188b3494d76232cba79cf320a64523b4906ab720a38997a125eb37fa",
-            "profile": "core-performance",
-            "preferred_backend": "opengl",
-            "launcher_exit_code": 0,
-            "backend_attempts": [
-              {
-                "backend": "OpenGL",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "OpenGL",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ]
-          },
-          {
-            "observed_mode": "world",
-            "title_screen_observed": false,
-            "world_loaded": true,
-            "ready_client_ticks": 40,
-            "window_active": true,
-            "framebuffer_width": 1280,
-            "framebuffer_height": 646,
-            "sampled_pixels": 4160,
-            "distinct_sampled_rgb": 2074,
-            "gpu": "Apple Software Renderer",
-            "graphics_backend": "OpenGL",
-            "graphics_driver": "4.1 APPLE-23.1.1",
-            "private_png_sha256": "0929c865d723fe0eea8f37bcc45e9636c6f342d04fe507f9bd592dfd30d73f42",
-            "profile": "m2-balanced",
-            "preferred_backend": "opengl",
-            "launcher_exit_code": 0,
-            "backend_attempts": [
-              {
-                "backend": "OpenGL",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "OpenGL",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ]
-          }
-        ],
-        "limits": [
-          "Short scene startup and nonuniform framebuffer readback only.",
-          "World mode uses the ordinary limited demo; world files remain private.",
-          "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
-          "Vulkan preference can fall back; inspect the observed backend.",
-          "PNG images, assets and full logs remain in the private runtime directory."
-        ]
-      }
-    }
-  },
-  "earlier_vulkan_research": {
-    "run": 37191171799,
-    "source_commit": "3858ab38b51f434ebe892b564e013c7c8bcaba45",
-    "outcomes": [
-      {
-        "exit_code": 1,
-        "result_count": 0,
-        "java_exception_types": [
-          "java.lang.AssertionError",
-          "java.lang.RuntimeException"
-        ],
-        "profile": "baseline",
-        "preferred_backend": "vulkan",
-        "backend_attempts": [
-          {
-            "backend": "Vulkan",
-            "operation": "load_library",
-            "result": "success"
-          },
-          {
-            "backend": "Vulkan",
-            "operation": "create_device",
-            "result": "success"
-          }
-        ],
-        "created_devices": [
-          {
-            "gpu": "Apple Paravirtual device",
-            "graphics_backend": "Vulkan",
-            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-          }
-        ],
-        "client_initializer_reached": true,
-        "vulkan_error_codes": [
-          "VK_ERROR_FEATURE_NOT_PRESENT"
-        ],
-        "fatal_jvm_error": false,
-        "expected_demo_authentication_errors_observed": true
-      },
-      {
-        "exit_code": 1,
-        "result_count": 0,
-        "java_exception_types": [
-          "java.lang.AssertionError",
-          "java.lang.RuntimeException"
-        ],
-        "profile": "core-performance",
-        "preferred_backend": "vulkan",
-        "backend_attempts": [
-          {
-            "backend": "Vulkan",
-            "operation": "load_library",
-            "result": "success"
-          },
-          {
-            "backend": "Vulkan",
-            "operation": "create_device",
-            "result": "success"
-          }
-        ],
-        "created_devices": [
-          {
-            "gpu": "Apple Paravirtual device",
-            "graphics_backend": "Vulkan",
-            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-          }
-        ],
-        "client_initializer_reached": true,
-        "vulkan_error_codes": [
-          "VK_ERROR_FEATURE_NOT_PRESENT"
-        ],
-        "fatal_jvm_error": false,
-        "expected_demo_authentication_errors_observed": true
-      },
-      {
-        "exit_code": 1,
-        "result_count": 0,
-        "java_exception_types": [
-          "java.lang.AssertionError",
-          "java.lang.RuntimeException"
-        ],
-        "profile": "vulkan",
-        "preferred_backend": "vulkan",
-        "backend_attempts": [
-          {
-            "backend": "Vulkan",
-            "operation": "load_library",
-            "result": "success"
-          },
-          {
-            "backend": "Vulkan",
-            "operation": "create_device",
-            "result": "success"
-          }
-        ],
-        "created_devices": [
-          {
-            "gpu": "Apple Paravirtual device",
-            "graphics_backend": "Vulkan",
-            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-          }
-        ],
-        "client_initializer_reached": true,
-        "vulkan_error_codes": [
-          "VK_ERROR_FEATURE_NOT_PRESENT"
-        ],
-        "fatal_jvm_error": false,
-        "expected_demo_authentication_errors_observed": true
-      }
-    ],
-    "full_private_logs_uploaded": false,
-    "readback_request_stage_not_yet_captured": true
-  },
-  "selected_local_software_checks": {
-    "linux-opengl": {
-      "title_screen_observed": true,
-      "title_client_ticks": 56,
-      "framebuffer_width": 1280,
-      "framebuffer_height": 800,
-      "sampled_pixels": 4288,
-      "distinct_sampled_rgb": 1762,
-      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-      "graphics_backend": "OpenGL",
-      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
-      "private_png_sha256": "cf4eaa7d576ec8f608205258774fbd2384bf5382da86b60628d590f959145fd3",
-      "profile": "core-performance",
-      "launcher_exit_code": 0,
-      "backend_attempts": [
-        {
-          "backend": "OpenGL",
-          "operation": "load_library",
-          "result": "success"
-        },
-        {
-          "backend": "OpenGL",
-          "operation": "create_device",
-          "result": "success"
-        }
-      ]
-    },
-    "linux-vulkan": {
-      "title_screen_observed": true,
-      "title_client_ticks": 56,
-      "framebuffer_width": 1280,
-      "framebuffer_height": 800,
-      "sampled_pixels": 4288,
-      "distinct_sampled_rgb": 1743,
-      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-      "graphics_backend": "Vulkan",
-      "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)",
-      "private_png_sha256": "edfc9b8431505c9c009da7bb8be0ed5676effb90757cd4ae4bda525e4db5da8c",
-      "profile": "vulkan",
-      "launcher_exit_code": 0,
-      "backend_attempts": [
-        {
-          "backend": "Vulkan",
-          "operation": "load_library",
-          "result": "success"
-        },
-        {
-          "backend": "Vulkan",
-          "operation": "create_device",
-          "result": "success"
-        }
-      ]
-    },
-    "linux-world-core": {
-      "observed_mode": "world",
-      "title_screen_observed": false,
-      "world_loaded": true,
-      "ready_client_ticks": 51,
-      "window_active": true,
-      "framebuffer_width": 1280,
-      "framebuffer_height": 800,
-      "sampled_pixels": 4288,
-      "distinct_sampled_rgb": 1297,
-      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-      "graphics_backend": "OpenGL",
-      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
-      "private_png_sha256": "1a8ba681681f5e37986e1b411e5ebc80d47279c54368f43f935707092b70ffd0",
-      "profile": "core-performance",
-      "preferred_backend": "opengl",
-      "launcher_exit_code": 0,
-      "backend_attempts": [
-        {
-          "backend": "OpenGL",
-          "operation": "load_library",
-          "result": "success"
-        },
-        {
-          "backend": "OpenGL",
-          "operation": "create_device",
-          "result": "success"
-        }
-      ]
-    },
-    "linux-world-balanced": {
-      "observed_mode": "world",
-      "title_screen_observed": false,
-      "world_loaded": true,
-      "ready_client_ticks": 40,
-      "window_active": true,
-      "framebuffer_width": 1280,
-      "framebuffer_height": 800,
-      "sampled_pixels": 4288,
-      "distinct_sampled_rgb": 1551,
-      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-      "graphics_backend": "OpenGL",
-      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
-      "private_png_sha256": "82ced9bcf7178a35063e6a7fa9049fe7cfcf26dcb92aace59de6bb022609833a",
-      "profile": "m2-balanced",
-      "preferred_backend": "opengl",
-      "launcher_exit_code": 0,
-      "backend_attempts": [
-        {
-          "backend": "OpenGL",
-          "operation": "load_library",
-          "result": "success"
-        },
-        {
-          "backend": "OpenGL",
-          "operation": "create_device",
-          "result": "success"
-        }
-      ]
-    }
-  },
-  "limits": [
-    "macOS OpenGL uses Apple Software Renderer; Vulkan exposes Apple Paravirtual device. No physical M2 GPU performance test.",
-    "World-mode checks ordinary limited-demo world startup and saved data, not exhaustive gameplay or completed LOD generation.",
-    "A nonuniform framebuffer does not prove pixel-correct rendering.",
-    "Three exploratory Vulkan cases fail with VK_ERROR_FEATURE_NOT_PRESENT after successful device creation; later stage remains to be isolated.",
-    "The probe uses 3 GiB; balanced can warn about low memory. The 16 GB Mac starter suggests 6 GiB.",
-    "No FPS, CPU/RAM reduction, statistical speedup or universal hardware-compatibility claim.",
-    "Raw PNGs, assets, world files and full logs remain private. Production JAR matches the published binary and excludes probe classes."
-  ]
-}

benchmarks/core-client-2026-10-04/live-observations.json

@@ -1,303 +0,0 @@
-{
-  "schema": 1,
-  "measurement": "Single fixed-order stationary matched-view Linux software-rendered pair; descriptive observations, not statistical hardware speedup",
-  "minecraft": "26.3",
-  "java_vendor": "Ubuntu",
-  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-  "graphics": "llvmpipe LLVM21.1.8 OpenGL,1280x800",
-  "captured_settings_match": true,
-  "settings": {
-    "full_detail_chunks": 12,
-    "simulation_chunks": 12,
-    "distant_terrain": "not installed",
-    "iris_shaders": "not installed",
-    "heap_max": "3G",
-    "collector": "G1",
-    "compact_headers": true,
-    "world_difficulty": "PEACEFUL",
-    "fov": 70,
-    "graphics_preset": "CUSTOM",
-    "frame_limit": "uncapped",
-    "all_original_controllers": false
-  },
-  "runs": [
-    {
-      "profile": "baseline",
-      "elapsed_seconds": 120.175428046,
-      "frame_samples": 651,
-      "tick_samples": 2401,
-      "tick_elapsed_seconds": 120.028670836,
-      "recorded_tick_samples_per_elapsed_second": 20.003554011529317,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "frame_stats": {
-        "count": 651,
-        "meanMs": 183.95013769585256,
-        "p50Ms": 181.43732,
-        "p95Ms": 194.888166,
-        "p99Ms": 242.713818,
-        "maxMs": 300.17755,
-        "meanRate": 5.436255783909352,
-        "lowOnePercentRate": 3.864724477942431,
-        "over16Ms": 651,
-        "over33Ms": 651,
-        "over50Ms": 651,
-        "over100Ms": 651
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-      "tick_execution_stats": {
-        "count": 2401,
-        "meanMs": 8.97966414119117,
-        "p50Ms": 7.166902,
-        "p95Ms": 16.131444,
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-        "maxMs": 38.194457,
-        "meanRate": 111.36273966114595,
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-        "over33Ms": 2,
-        "over50Ms": 0,
-        "over100Ms": 0
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-      "process_cpu_seconds": 337.86,
-      "process_rss_peak_sampled_bytes": 2842439680,
-      "mods": [
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-        {
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-          "thread": "Server thread",
-          "counter_observations": 2,
-          "observed_seconds": 64.375293599,
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-          "observed_bytes_per_second": 17033112.96458356
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-          "thread_id": 3,
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-          "observed_seconds": 64.375293599,
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-      "preceding_jfr_gc_pause_total_ms": 30.391511,
-      "preceding_jfr_gc_pause_longest_ms": 18.705464,
-      "exit_code": 0
-    },
-    {
-      "profile": "core-performance",
-      "elapsed_seconds": 120.10416213,
-      "frame_samples": 785,
-      "tick_samples": 2402,
-      "tick_elapsed_seconds": 120.041892203,
-      "recorded_tick_samples_per_elapsed_second": 20.0096812530915,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "frame_stats": {
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-        "meanMs": 152.43891740636943,
-        "p50Ms": 150.474848,
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-        "over16Ms": 785,
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-      "tick_execution_stats": {
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-        "p50Ms": 5.805562,
-        "p95Ms": 10.732708,
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-        "maxMs": 23.875155,
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-        "over50Ms": 0,
-        "over100Ms": 0
-      },
-      "process_cpu_seconds": 345.46,
-      "process_rss_peak_sampled_bytes": 2211401728,
-      "mods": [
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-        "[email protected]+fcdff87f5d",
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-        "[email protected]",
-        "[email protected]",
-        "[email protected]",
-        "[email protected]+26.3",
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-        "[email protected]+mc26.3",
-        "[email protected]",
-        "[email protected]",
-        "[email protected]+mc26.3",
-        "[email protected]",
-        "[email protected]"
-      ],
-      "preceding_jfr_server_render_allocation_counters": [
-        {
-          "thread_id": 55,
-          "thread": "Server thread",
-          "counter_observations": 2,
-          "observed_seconds": 64.387372441,
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-          "observed_bytes_per_second": 10734222.158752
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-        {
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-          "thread": "Render thread",
-          "counter_observations": 2,
-          "observed_seconds": 64.387372441,
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-          "observed_bytes_per_second": 1675619.9843200867
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-      ],
-      "preceding_jfr_gc_pause_total_ms": 54.65954,
-      "preceding_jfr_gc_pause_longest_ms": 25.746574,
-      "exit_code": 0
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-  ],
-  "provenance": {
-    "production_mod_source_commit": "2a268fefbf0ab3d478ca7755e609f7146d6f5145",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37179596850",
-    "runtime_mod_matches_linux_ci": true,
-    "original_mod_sha256": "df0bab0a6d87a1c609a051c190939010506f8cdd81897e82aa48caad032ef4e0",
-    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
-    "saved_first_cameras_match": true,
-    "saved_camera": {
-      "position": [
-        -56.5,
-        69.0,
-        55.5
-      ],
-      "rotation": [
-        141.5,
-        16.950002670288086
-      ]
-    },
-    "private_world_timing_protocol": {
-      "world_copy": "private only",
-      "advance_time": false,
-      "advance_weather": false,
-      "overworld_clock_ticks": 6000,
-      "modified_file_sha256": {
-        "game_rules": "47abf5e1fe82d54057ad7b095df3b9e29a8e4e9db7484988e09f3caaeedc12eb",
-        "world_clocks": "575d4a7663b154077a5be4c596790f3af178a00ab5a1e9cd58f37c1afa2c03b5"
-      },
-      "level_and_player_files_unchanged": true,
-      "pack_default_rules_unchanged": true
-    },
-    "clock_and_rules_verified_after_both_saves": true,
-    "candidate_save_reload_second_save_exit_zero": true
-  },
-  "notes": [
-    "Separate private copies, baseline then core. JFR begins about 121 seconds after demo dismissal; a separate 120-second frame capture begins about 307 seconds after dismissal.",
-    "Both captures have zero menu/pause/focus exclusions and no drops. Actual CSV counts and means match; viewer charts, 390-pixel layout and explicit software-change warnings pass.",
-    "Core records about 20.7% higher average FPS and 22.2% lower sampled peak RSS in this pair; whole-process CPU is slightly higher while rendering more frames.",
-    "No mod is isolated by this group comparison. Rendering-work completion, entity activity, cache/JIT and thermal state remain variables. Matching captured configuration is not pixel equivalence or exhaustive vanilla gameplay proof.",
-    "Tick execution inverse meanRate is capacity, not actual TPS. Record counts/elapsed seconds are exposed separately and include any pauses. Both captures have about 20 tick samples per elapsed second.",
-    "Preceding JFR server/render allocation counters are lower with core, but total and longest measured GC pauses are higher. Those profiles precede the frame captures and are not simultaneous with them.",
-    "No hardware GPU or M2/Apple Silicon result; RSS is not complete unified/GPU memory. Repeat alternating trials on real hardware.",
-    "No private worlds, full game logs, JFR recordings, game binaries or fixture agents are included."
-  ]
-}

benchmarks/culling-empty-2026-10-04/linux-applied-hooks.json

@@ -1,47 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "entity_culling": "1.11.2",
-  "results": [
-    {
-      "enabled": false,
-      "empty_iterator_calls": 1,
-      "live_registration_checked": true,
-      "block_callback_order_checked": true,
-      "type_guard_checked": true,
-      "allocated_bytes": 128001272,
-      "cpu_ns": 29632156,
-      "wall_ns": 49712014,
-      "measured_calls": 4000000,
-      "result": false
-    },
-    {
-      "enabled": true,
-      "empty_iterator_calls": 0,
-      "live_registration_checked": true,
-      "block_callback_order_checked": true,
-      "type_guard_checked": true,
-      "allocated_bytes": 208,
-      "cpu_ns": 809881,
-      "wall_ns": 801517,
-      "measured_calls": 4000000,
-      "result": false
-    }
-  ],
-  "notes": [
-    "Actual publisher whitelist methods inside Fabric; live registration and block-entity callbacks checked.",
-    "Nonempty iteration, callback order, short circuit, null/wrong-type inputs and clearing retain upstream behavior.",
-    "Empty-state iterator counts use a private instrumented set; allocation loop uses normal empty HashSets.",
-    "Entity callbacks with a valid game entity are not exercised by this menu-only fixture.",
-    "JIT escape analysis can remove allocations in an isolated loop; real culling-thread profiles are needed.",
-    "Not a game FPS, whole-game RAM, visual equivalence or Mac GPU benchmark.",
-    "Much of an empty warmed loop may be folded by the JIT; CPU timings are not per-check costs or game speed estimates."
-  ],
-  "provenance": {
-    "source_commit": "35dd69e9a6279fa89d762a0d24e49b0dbdb11b51",
-    "ci_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37164002916",
-    "artifact": "horizon-ubuntu-latest"
-  }
-}

benchmarks/culling-rays-2026-10-04/linux-applied-hooks.json

@@ -1,57 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "entity_culling": "1.11.2",
-  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
-  "results": [
-    {
-      "enabled": false,
-      "public_boxes": 12800,
-      "provider_reads": 105239,
-      "edge_rays": 2197,
-      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
-      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
-      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
-      "allocated_bytes": 1040,
-      "cpu_ns": 101807697,
-      "wall_ns": 162651689,
-      "measured_checks": 2000000,
-      "checksum": 0,
-      "input_unchanged": true,
-      "scratch_ownership_checked": true
-    },
-    {
-      "enabled": true,
-      "public_boxes": 12800,
-      "provider_reads": 105239,
-      "edge_rays": 2197,
-      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
-      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
-      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
-      "allocated_bytes": 920,
-      "cpu_ns": 118540489,
-      "wall_ns": 235470173,
-      "measured_checks": 2000000,
-      "checksum": 0,
-      "input_unchanged": true,
-      "scratch_ownership_checked": true
-    }
-  ],
-  "notes": [
-    "Actual upstream culling methods inside Fabric; private fixture invokers do not enter production packs.",
-    "Two interleaved instances and several occluder patterns; matching boolean and query digests.",
-    "Signed zero, tiny/large values, infinities and NaN are exercised directly in ray intersection.",
-    "Unchanged input vectors, independent instance scratch and upstream arithmetic values are checked.",
-    "Allocation and CPU are single warmed caller-loop observations; JIT folding can vary.",
-    "Not a game FPS, visual-equivalence proof, whole-game RAM or Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "7cbe37b60594fb1631bc308f126d7925c4264a18",
-    "command": "python tools/test_culling_rays.py",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37168352974",
-    "job": "portable-mod (ubuntu-latest)",
-    "artifact": "horizon-ubuntu-latest"
-  }
-}

benchmarks/culling-rays-2026-10-04/live-observations.json

@@ -1,71 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
-  "entity_culling": "1.11.2",
-  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
-  "platform": "Linux x86_64",
-  "graphics": "llvmpipe software OpenGL",
-  "settings": {
-    "heap_bytes": 3221225472,
-    "gc": "G1",
-    "compact_headers": true,
-    "render_distance": 12,
-    "simulation_distance": 12,
-    "lod_radius_chunks": 128,
-    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
-    "terrain_workers": 2,
-    "runtime_ratio": 0.5,
-    "world_difficulty": "PEACEFUL",
-    "empty_culling_whitelist": false
-  },
-  "results": [
-    {
-      "profile": "m2-balanced",
-      "ray_enabled": false,
-      "elapsed_seconds": 120.02619604,
-      "frame_samples": 599,
-      "tick_samples": 2400,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "culling_allocation_counter": {
-        "thread_id": 49,
-        "thread": "CullThread",
-        "counter_observations": 2,
-        "observed_seconds": 64.509265987,
-        "observed_allocated_bytes": 1817768,
-        "observed_bytes_per_second": 28178.40153949851
-      }
-    },
-    {
-      "profile": "culling-rays",
-      "ray_enabled": true,
-      "elapsed_seconds": 120.099980458,
-      "frame_samples": 584,
-      "tick_samples": 2401,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "culling_allocation_counter": {
-        "thread_id": 49,
-        "thread": "CullThread",
-        "counter_observations": 2,
-        "observed_seconds": 64.321034235,
-        "observed_allocated_bytes": 1798336,
-        "observed_bytes_per_second": 27958.754416629756
-      }
-    }
-  ],
-  "notes": [
-    "Fixed-order single pair using separate copies of the same private saved world and stationary view, with approximately three-minute warm-up before clean frame recordings.",
-    "One earlier candidate frame capture contained pause exclusions and was discarded; its separate preceding allocation recording had already completed.",
-    "Allocation counters have their own roughly 64-second observation spans; recordings started approximately 36-42 seconds after joining. Profiling overhead and JIT/cache effects are not eliminated.",
-    "Both worlds saved and exited with no crash report or remaining game process. The outer foreground control launcher returned 143; it did not expose the game exit status.",
-    "No useful allocation reduction or whole-game speedup is established. Not a Mac, retained-memory or GPU performance benchmark."
-  ],
-  "provenance": {
-    "source_commit": "349724b3b612351daa1616daa79beca8897839ab",
-    "runtime_mod_matches_linux_ci": true,
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37168818519"
-  }
-}

benchmarks/culling-rays-2026-10-04/local-applied-hooks.json

@@ -1,54 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "entity_culling": "1.11.2",
-  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
-  "results": [
-    {
-      "enabled": false,
-      "public_boxes": 12800,
-      "provider_reads": 105239,
-      "edge_rays": 2197,
-      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
-      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
-      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
-      "allocated_bytes": 24318096,
-      "cpu_ns": 166989515,
-      "wall_ns": 239648128,
-      "measured_checks": 2000000,
-      "checksum": 0,
-      "input_unchanged": true,
-      "scratch_ownership_checked": true
-    },
-    {
-      "enabled": true,
-      "public_boxes": 12800,
-      "provider_reads": 105239,
-      "edge_rays": 2197,
-      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
-      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
-      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
-      "allocated_bytes": 920,
-      "cpu_ns": 149367051,
-      "wall_ns": 165549458,
-      "measured_checks": 2000000,
-      "checksum": 0,
-      "input_unchanged": true,
-      "scratch_ownership_checked": true
-    }
-  ],
-  "notes": [
-    "Actual upstream culling methods inside Fabric; private fixture invokers do not enter production packs.",
-    "Two interleaved instances and several occluder patterns; matching boolean and query digests.",
-    "Signed zero, tiny/large values, infinities and NaN are exercised directly in ray intersection.",
-    "Unchanged input vectors, independent instance scratch and upstream arithmetic values are checked.",
-    "Allocation and CPU are single warmed caller-loop observations; JIT folding can vary.",
-    "Not a game FPS, visual-equivalence proof, whole-game RAM or Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "7cbe37b60594fb1631bc308f126d7925c4264a18",
-    "command": "python tools/test_culling_rays.py"
-  }
-}

benchmarks/debounce-queue-2026-10-03/macos-26.txt

@@ -1,14 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Darwin 25.6.0 arm64; logical CPUs 3
-mode=upstream size=1 polls=2050320 worker_cpu_ms=218.517 wall_ms=250.000 worker_allocated_bytes=65610240
-mode=wait size=1 polls=24 worker_cpu_ms=1.116 wall_ms=250.103 worker_allocated_bytes=768
-mode=upstream size=1 polls=2641880 worker_cpu_ms=247.157 wall_ms=250.000 worker_allocated_bytes=84540160
-mode=wait size=1 polls=26 worker_cpu_ms=0.873 wall_ms=258.012 worker_allocated_bytes=832
-mode=upstream size=1 polls=2502067 worker_cpu_ms=248.481 wall_ms=250.000 worker_allocated_bytes=80066144
-mode=wait size=1 polls=22 worker_cpu_ms=0.693 wall_ms=252.426 worker_allocated_bytes=704
-mode=upstream size=64 polls=1073260 worker_cpu_ms=249.930 wall_ms=250.000 worker_allocated_bytes=34344320
-mode=wait size=64 polls=21 worker_cpu_ms=0.624 wall_ms=251.431 worker_allocated_bytes=672
-mode=upstream size=64 polls=1117775 worker_cpu_ms=248.519 wall_ms=250.000 worker_allocated_bytes=35768800
-mode=wait size=64 polls=66 worker_cpu_ms=1.172 wall_ms=252.401 worker_allocated_bytes=2112
-mode=upstream size=64 polls=1017233 worker_cpu_ms=248.550 wall_ms=250.000 worker_allocated_bytes=32551456
-mode=wait size=64 polls=74 worker_cpu_ms=1.154 wall_ms=250.207 worker_allocated_bytes=2368

benchmarks/debounce-queue-2026-10-03/ubuntu-latest.txt

@@ -1,14 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
-mode=upstream size=1 polls=3147912 worker_cpu_ms=248.446 wall_ms=250.000 worker_allocated_bytes=100733184
-mode=wait size=1 polls=234 worker_cpu_ms=3.085 wall_ms=250.068 worker_allocated_bytes=7488
-mode=upstream size=1 polls=3108002 worker_cpu_ms=249.985 wall_ms=250.000 worker_allocated_bytes=99456064
-mode=wait size=1 polls=235 worker_cpu_ms=2.960 wall_ms=250.088 worker_allocated_bytes=7520
-mode=upstream size=1 polls=3073051 worker_cpu_ms=248.404 wall_ms=250.000 worker_allocated_bytes=98337632
-mode=wait size=1 polls=235 worker_cpu_ms=2.904 wall_ms=250.067 worker_allocated_bytes=7520
-mode=upstream size=64 polls=999765 worker_cpu_ms=248.680 wall_ms=250.000 worker_allocated_bytes=31992480
-mode=wait size=64 polls=235 worker_cpu_ms=2.887 wall_ms=250.067 worker_allocated_bytes=7520
-mode=upstream size=64 polls=999096 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=31971072
-mode=wait size=64 polls=234 worker_cpu_ms=2.890 wall_ms=250.068 worker_allocated_bytes=7488
-mode=upstream size=64 polls=992373 worker_cpu_ms=249.987 wall_ms=250.000 worker_allocated_bytes=31755936
-mode=wait size=64 polls=234 worker_cpu_ms=2.891 wall_ms=250.068 worker_allocated_bytes=7488

benchmarks/debounce-queue-2026-10-03/windows-latest.txt

@@ -1,14 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Windows 2025Server AMD64; logical CPUs 4
-mode=upstream size=1 polls=3016566 worker_cpu_ms=234.375 wall_ms=250.000 worker_allocated_bytes=96530112
-mode=wait size=1 polls=173 worker_cpu_ms=0.000 wall_ms=250.006 worker_allocated_bytes=5536
-mode=upstream size=1 polls=2991508 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=95728256
-mode=wait size=1 polls=175 worker_cpu_ms=0.000 wall_ms=250.856 worker_allocated_bytes=5600
-mode=upstream size=1 polls=2979343 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=95338976
-mode=wait size=1 polls=171 worker_cpu_ms=0.000 wall_ms=251.306 worker_allocated_bytes=5472
-mode=upstream size=64 polls=1001664 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=32053248
-mode=wait size=64 polls=168 worker_cpu_ms=0.000 wall_ms=250.695 worker_allocated_bytes=5376
-mode=upstream size=64 polls=1001600 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=32051200
-mode=wait size=64 polls=166 worker_cpu_ms=0.000 wall_ms=250.593 worker_allocated_bytes=5312
-mode=upstream size=64 polls=988856 worker_cpu_ms=234.375 wall_ms=250.000 worker_allocated_bytes=31643392
-mode=wait size=64 polls=171 worker_cpu_ms=0.000 wall_ms=250.557 worker_allocated_bytes=5472

benchmarks/debounce-queue-2026-10-04/live-observations.json

@@ -1,196 +0,0 @@
-{
-  "schema": 1,
-  "measurement": "Single fixed-order stationary Linux software-rendered pair; targeted allocation observation, not a statistical FPS/RAM comparison",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "java_vendor": "Ubuntu",
-  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-  "graphics": "llvmpipe LLVM21.1.8 OpenGL, 1280x800",
-  "captured_settings_match": true,
-  "settings": {
-    "render_distance": 12,
-    "simulation_distance": 12,
-    "lod_radius": 128,
-    "lod_quality": "MEDIUM/MEDIUM BLOCK",
-    "terrain_workers": 2,
-    "runtime_ratio_start_and_end": 0.5,
-    "world_difficulty": "PEACEFUL",
-    "fov": 70,
-    "heap_max": "3G",
-    "collector": "G1",
-    "compact_headers": true,
-    "frame_limit": "uncapped",
-    "other_original_controllers": false,
-    "interruptible_terrain_read": true
-  },
-  "runs": [
-    {
-      "profile": "m2-balanced",
-      "elapsed_seconds": 120.305371929,
-      "frame_samples": 230,
-      "tick_samples": 2401,
-      "tick_elapsed_seconds": 120.040272048,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "frame_stats": {
-        "count": 230,
-        "meanMs": 519.2565329826086,
-        "p50Ms": 492.583608,
-        "p95Ms": 700.364095,
-        "p99Ms": 803.28719,
-        "maxMs": 955.16614,
-        "meanRate": 1.9258303679994195,
-        "lowOnePercentRate": 1.146414365311511,
-        "over16Ms": 230,
-        "over33Ms": 230,
-        "over50Ms": 230,
-        "over100Ms": 230
-      },
-      "tick_execution_stats": {
-        "count": 2401,
-        "meanMs": 9.248066071636819,
-        "p50Ms": 8.529226,
-        "p95Ms": 16.494711,
-        "p99Ms": 23.483163,
-        "maxMs": 65.248147,
-        "meanRate": 108.13071535755256,
-        "lowOnePercentRate": 29.893225023275733,
-        "over16Ms": 113,
-        "over33Ms": 9,
-        "over50Ms": 2,
-        "over100Ms": 0
-      },
-      "process_cpu_seconds": 432.81,
-      "process_rss_peak_sampled_bytes": 2898677760,
-      "queue_wait": false,
-      "wakeable_idle": false,
-      "queue_allocation_counters": [
-        {
-          "thread_id": 86,
-          "thread": "DH-Chunk Update Queue [minecraft:overworld] Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.391610411,
-          "observed_allocated_bytes": 982644080,
-          "observed_bytes_per_second": 15260436.471893786
-        },
-        {
-          "thread_id": 93,
-          "thread": "DH-Chunk Update Queue [minecraft:the_end] Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.391610411,
-          "observed_allocated_bytes": 66520,
-          "observed_bytes_per_second": 1033.0538338055978
-        },
-        {
-          "thread_id": 98,
-          "thread": "DH-Chunk Update Queue [minecraft:the_nether] Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.391610411,
-          "observed_allocated_bytes": 66408,
-          "observed_bytes_per_second": 1031.3144767793467
-        }
-      ],
-      "preceding_jfr_gc_pause_total_ms": 178.149902,
-      "preceding_jfr_gc_pause_longest_ms": 34.011115,
-      "world_save_and_exit_zero": true
-    },
-    {
-      "profile": "queue-wait",
-      "elapsed_seconds": 120.448597645,
-      "frame_samples": 225,
-      "tick_samples": 2401,
-      "tick_elapsed_seconds": 120.040563501,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "frame_stats": {
-        "count": 225,
-        "meanMs": 529.5368389244444,
-        "p50Ms": 502.825816,
-        "p95Ms": 717.088739,
-        "p99Ms": 798.871994,
-        "maxMs": 843.221511,
-        "meanRate": 1.8884427418328913,
-        "lowOnePercentRate": 1.2159699757233216,
-        "over16Ms": 225,
-        "over33Ms": 225,
-        "over50Ms": 225,
-        "over100Ms": 225
-      },
-      "tick_execution_stats": {
-        "count": 2401,
-        "meanMs": 9.375896729279466,
-        "p50Ms": 8.803401,
-        "p95Ms": 16.938218,
-        "p99Ms": 22.983944,
-        "maxMs": 63.421671,
-        "meanRate": 106.65646485601272,
-        "lowOnePercentRate": 31.02504677094056,
-        "over16Ms": 128,
-        "over33Ms": 7,
-        "over50Ms": 2,
-        "over100Ms": 0
-      },
-      "process_cpu_seconds": 430.67,
-      "process_rss_peak_sampled_bytes": 2989219840,
-      "queue_wait": true,
-      "wakeable_idle": true,
-      "queue_allocation_counters": [
-        {
-          "thread_id": 88,
-          "thread": "DH-Chunk Update Queue [minecraft:overworld] Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.387296767,
-          "observed_allocated_bytes": 739640,
-          "observed_bytes_per_second": 11487.359108684974
-        },
-        {
-          "thread_id": 93,
-          "thread": "DH-Chunk Update Queue [minecraft:the_nether] Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.387296767,
-          "observed_allocated_bytes": 0,
-          "observed_bytes_per_second": 0.0
-        },
-        {
-          "thread_id": 100,
-          "thread": "DH-Chunk Update Queue [minecraft:the_end] Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.387296767,
-          "observed_allocated_bytes": 0,
-          "observed_bytes_per_second": 0.0
-        }
-      ],
-      "preceding_jfr_gc_pause_total_ms": 151.522451,
-      "preceding_jfr_gc_pause_longest_ms": 47.79999,
-      "world_save_and_exit_zero": true
-    }
-  ],
-  "provenance": {
-    "production_mod_source_commit": "24c65f512dece83b153b206e33cd4c4294b42de2",
-    "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
-    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
-    "source_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
-    "first_saved_cameras_match": true,
-    "saved_camera": {
-      "position": [
-        -56.5,
-        69.0,
-        55.5
-      ],
-      "rotation": [
-        141.5,
-        16.950002670288086
-      ]
-    }
-  },
-  "notes": [
-    "Separate copies of the same private world; candidate then control. JFR begins about121seconds after demo dismissal; frame capture begins about307seconds after dismissal.",
-    "JFR allocation counters span about64seconds; pause measurements are from the preceding JFR recordings, not the later frame capture.",
-    "Recorded overworld queue allocation counter rate is about15.3MB/s upstream versus11.5KB/s with waiting. Task-completion and generated geometry volumes are not controlled quantitatively.",
-    "Control has230frames versus225candidate; sampled peak RSS is lower in control, and later whole-process CPU differences are small. No game FPS, retained-memory or whole-process CPU improvement is established.",
-    "Daylight advances normally; lighting, entity activity and cache/JIT differences are not fully controlled. No Apple Silicon or hardware-GPU result.",
-    "Tick meanRate is inverse execution duration, not observed TPS. Both recordings contain2401tick execution samples over about120seconds.",
-    "Actual JSON/CSV viewer comparisons and390pxlayout pass. The real discarded capture with zero eligible frames and209exclusions is rejected by the viewer and excluded from performance comparisons.",
-    "No private worlds, full game logs or JFR recordings are published."
-  ]
-}

benchmarks/dispatch-retry-2026-10-04/linux-applied-hooks.json

@@ -1,34 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "results": [
-    {
-      "enabled": false,
-      "submission_allocated_bytes": 216987192,
-      "submission_cpu_ns": 372949442,
-      "submission_wall_ns": 401548875,
-      "rejections": 63790,
-      "tasks_completed": 2,
-      "occupied_slots": 0
-    },
-    {
-      "enabled": true,
-      "submission_allocated_bytes": 103384,
-      "submission_cpu_ns": 941367,
-      "submission_wall_ns": 959453,
-      "rejections": 6,
-      "tasks_completed": 2,
-      "occupied_slots": 0
-    }
-  ],
-  "notes": [
-    "Synthetic full physical worker queue; both modes use the actual publisher dispatcher inside Fabric.",
-    "Allocation and CPU measure the submission caller only; retry scheduler activity is excluded.",
-    "Upstream keeps the caller blocked for the requested 200 ms observation window; patched returns earlier.",
-    "Both modes verify exact task counts, recovered occupied slots and fixture worker shutdown.",
-    "Not a game FPS, terrain completion, whole-game RAM, or hardware compatibility benchmark."
-  ]
-}

benchmarks/entity-model-document-2026-10-14/README.md

@@ -0,0 +1,78 @@
+# Entity model document loading
+
+The three startup batches (boats/chest boats, minecarts, armor stands/player armor)
+now share one parsed document. For this fixture, that replaces 43 full document
+reads/parses (boat discovery plus 42 selected layers) with one. Selected models
+still produce independent `Part` trees; the document is dropped after the batches
+are built. Other entity loaders retain their existing behavior.
+
+## Reproduce
+
+From the repository root:
+
+```sh
+python3 benchmarks/entity-model-document-2026-10-14/generate_fixture.py /tmp/horizon-entity-model-document-fixture.json
+ENTITY_MODEL_BENCH_DOCUMENT=/tmp/horizon-entity-model-document-fixture.json \
+  CARGO_TARGET_DIR=/home/bob/Documents/horizon/target \
+  cargo test -p horizon-client --profile fast --bin horizon-client \
+  entity_model_document_benchmark -- --ignored --nocapture
+```
+
+`CARGO_TARGET_DIR` is optional and can be changed for another machine. Supply a
+prepared `entity-models.json` through `ENTITY_MODEL_BENCH_DOCUMENT` to benchmark
+that document instead; the harness copies only that file to a temporary root.
+`ENTITY_MODEL_BENCH_REPETITIONS` controls repetitions (default 15).
+
+The opt-in Rust test calls the actual three optimized production loaders and
+compares every selected part name, pose, polygon normal/vertex and child against
+the previous algorithm using the compatible per-model `load_model` API. Timings
+include reading, parsing, constructing, normalizing into a common result map, and
+dropping the result. Each variant gets three warmups and 15 measured calls, with
+order alternating. `black_box` consumes inputs/results. No other builds or
+optimization benchmarks ran during the measured calls.
+
+## Input and limitations
+
+Prepared resources were unavailable in the repository and local Horizon asset
+directories. This is a **synthetic** 2,473,695-byte document with 458 model layers,
+each containing 12 posed parts with six exported quads and normals. It selects 22
+boat/chest-boat layers, six minecart layers and 14 armor/player layers (42 total).
+One wood name is synthetic (`test_wood`); boat discovery accepts arbitrary wood
+names. The extra layers model the cost of parsing a full production-size document
+for each selected model.
+
+File data is warm in the OS page cache. Equipment files are absent, so equipment
+texture loading is excluded. This measures the entity-model batch only and does
+not establish overall startup, frame time or FPS improvement. Shapes/layer counts
+in real prepared documents can produce different absolute timings.
+
+Machine: AMD Ryzen 5 5600X (6 cores / 12 threads), Linux x86_64,
+Rust 1.99.0 (b940084d7, LLVM 23.1.1), Cargo `fast` profile (opt-level 3,
+16 codegen units, no LTO). Baseline algorithm corresponds to main
+`73a019967e9665c6b96332988c13cb66679d8477`.
+
+## Results
+
+| Variant | Median batch time | Full document reads/parses |
+| --- | ---: | ---: |
+| Previous per-model algorithm | 1,434.974 ms | 43 |
+| Shared document | 33.420 ms | 1 |
+
+The measured batch is **42.94× faster** on this synthetic input. All 15 samples
+for both variants, warmup count, document size and selected model count are in
+[`results.json`](results.json).
+
+## Validation
+
+```sh
+cargo fmt --all -- --check
+CARGO_TARGET_DIR=/home/bob/Documents/horizon/target \
+  cargo test -p horizon-client --profile fast --bin horizon-client \
+  entity_model_loading_tests -- --nocapture
+CARGO_TARGET_DIR=/home/bob/Documents/horizon/target \
+  cargo clippy -p horizon-client --profile fast --lib --bin horizon-client --tests -- -D warnings
+```
+
+The regular tests cover full/sparse documents, unrelated layers, a missing file,
+invalid JSON, non-object JSON, missing model keys, independent model trees, and
+equipment loading when the document is unavailable.

benchmarks/entity-model-document-2026-10-14/generate_fixture.py

@@ -0,0 +1,31 @@
+"""Generate a production-size synthetic document; no prepared assets required."""
+import json
+import pathlib
+import sys
+
+woods = "oak spruce birch jungle acacia dark_oak mangrove cherry bamboo pale_oak test_wood".split()
+carts = "minecart chest_minecart hopper_minecart furnace_minecart tnt_minecart command_block_minecart".split()
+keys = [f"minecraft:{prefix}/{wood}#main" for prefix in ("boat", "chest_boat") for wood in woods]
+keys += [f"minecraft:{cart}#main" for cart in carts]
+keys += [f"minecraft:{model}#{slot}" for model in ("player", "armor_stand", "armor_stand_small")
+         for slot in ("helmet", "chestplate", "leggings", "boots")]
+keys += [f"minecraft:{model}#main" for model in ("armor_stand", "armor_stand_small")]
+
+face = [[0, 0, 0, 0, 0], [16, 0, 0, 1, 0], [16, 16, 0, 1, 1], [0, 16, 0, 0, 1]]
+part = {"pose": [1, 2, 3, 0.25, -0.5, 0.75, 1, 1, 1], "polygons": [face] * 6,
+        "normals": [[0, 0, 1]] * 6}
+model = {"pose": [0, 0, 0, 0, 0, 0, 1, 1, 1],
+         "children": {f"part_{i}": part for i in range(12)}}
+encoded = json.dumps(model, separators=(",", ":"))
+entries = [json.dumps(key) + ":" + encoded for key in keys]
+size = 2 + sum(map(len, entries)) + len(entries) - 1
+index = 0
+while size < 2_470_000:
+    entry = json.dumps(f"minecraft:fixture_{index}#main") + ":" + encoded
+    entries.append(entry)
+    size += 1 + len(entry)
+    index += 1
+output = pathlib.Path(sys.argv[1])
+output.write_text("{" + ",".join(entries) + "}")
+print(json.dumps({"path": str(output), "bytes": output.stat().st_size,
+                  "layers": len(entries), "selected_layers": len(keys)}))

benchmarks/entity-model-document-2026-10-14/results.json

@@ -0,0 +1,43 @@
+{
+  "baseline_median_ms": 1434.973835,
+  "baseline_ms": [
+    1400.008286,
+    1406.761694,
+    1408.9131360000001,
+    1418.6680549999999,
+    1419.149658,
+    1427.082872,
+    1433.088092,
+    1434.973835,
+    1449.7688150000001,
+    1452.143883,
+    1453.987998,
+    1455.518231,
+    1457.0334540000001,
+    1458.588552,
+    1485.34133
+  ],
+  "document_bytes": 2473695,
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benchmarks/graphics/after-4080.json

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benchmarks/graphics/after-lavapipe.json

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benchmarks/graphics/baseline-4080.json

@@ -0,0 +1,392 @@
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benchmarks/graphics/baseline-lavapipe.json

@@ -0,0 +1,392 @@
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+        "seconds": 11.378608657836914
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+    }
+  }
+}

benchmarks/idle-queue-2026-10-03/macos-26.txt

@@ -1,42 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Darwin 25.6.0 arm64; logical CPUs 3
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benchmarks/idle-queue-2026-10-03/ubuntu-latest.txt

@@ -1,42 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
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benchmarks/idle-queue-2026-10-03/windows-latest.txt

@@ -1,42 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Windows 2025Server AMD64; logical CPUs 4
-mode=upstream trial=0 incoming_after_idle_ms=5.487 publication_to_pop_ms=45.519
-mode=wakeable trial=0 incoming_after_idle_ms=5.377 publication_to_pop_ms=0.127
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-mode=wakeable trial=1 incoming_after_idle_ms=5.539 publication_to_pop_ms=0.094
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-mode=wakeable trial=2 incoming_after_idle_ms=5.624 publication_to_pop_ms=0.079
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-mode=wakeable trial=19 incoming_after_idle_ms=5.162 publication_to_pop_ms=0.073

benchmarks/mac-vulkan-2026-10-04/live-observations.json

@@ -1,930 +0,0 @@
-{
-  "schema": 1,
-  "measurement": "Failed hosted macOS Vulkan graphics probes, not performance measurements",
-  "source_commit": "8282a731ecc08691f798a3ec596c7cc1d4f1dad1",
-  "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37193558884",
-  "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-  "cases": [
-    {
-      "case": [
-        "--profile",
-        "baseline",
-        "--backend",
-        "vulkan"
-      ],
-      "exit_code": 1,
-      "failure": [
-        {
-          "exit_code": 1,
-          "result_count": 0,
-          "java_exception_types": [
-            "java.lang.AssertionError",
-            "java.lang.RuntimeException"
-          ],
-          "expected_demo_authentication_errors_observed": true,
-          "backend_attempts": [
-            {
-              "backend": "Vulkan",
-              "operation": "load_library",
-              "result": "success"
-            },
-            {
-              "backend": "Vulkan",
-              "operation": "create_device",
-              "result": "success"
-            }
-          ],
-          "created_devices": [
-            {
-              "gpu": "Apple Paravirtual device",
-              "graphics_backend": "Vulkan",
-              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-            }
-          ],
-          "client_initializer_reached": true,
-          "readback_requested": true,
-          "vulkan_error_codes": [
-            "VK_ERROR_FEATURE_NOT_PRESENT"
-          ],
-          "fatal_jvm_error": false,
-          "profile": "baseline",
-          "preferred_backend": "vulkan"
-        }
-      ]
-    },
-    {
-      "case": [
-        "--profile",
-        "core-performance",
-        "--backend",
-        "vulkan"
-      ],
-      "exit_code": 1,
-      "failure": [
-        {
-          "exit_code": 1,
-          "result_count": 0,
-          "java_exception_types": [
-            "java.lang.AssertionError",
-            "java.lang.RuntimeException"
-          ],
-          "expected_demo_authentication_errors_observed": true,
-          "backend_attempts": [
-            {
-              "backend": "Vulkan",
-              "operation": "load_library",
-              "result": "success"
-            },
-            {
-              "backend": "Vulkan",
-              "operation": "create_device",
-              "result": "success"
-            }
-          ],
-          "created_devices": [
-            {
-              "gpu": "Apple Paravirtual device",
-              "graphics_backend": "Vulkan",
-              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-            }
-          ],
-          "client_initializer_reached": true,
-          "readback_requested": true,
-          "vulkan_error_codes": [
-            "VK_ERROR_FEATURE_NOT_PRESENT"
-          ],
-          "fatal_jvm_error": false,
-          "profile": "core-performance",
-          "preferred_backend": "vulkan"
-        }
-      ]
-    },
-    {
-      "case": [
-        "--profile",
-        "vulkan"
-      ],
-      "exit_code": 1,
-      "failure": [
-        {
-          "exit_code": 1,
-          "result_count": 0,
-          "java_exception_types": [
-            "java.lang.AssertionError",
-            "java.lang.RuntimeException"
-          ],
-          "expected_demo_authentication_errors_observed": true,
-          "backend_attempts": [
-            {
-              "backend": "Vulkan",
-              "operation": "load_library",
-              "result": "success"
-            },
-            {
-              "backend": "Vulkan",
-              "operation": "create_device",
-              "result": "success"
-            }
-          ],
-          "created_devices": [
-            {
-              "gpu": "Apple Paravirtual device",
-              "graphics_backend": "Vulkan",
-              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-            }
-          ],
-          "client_initializer_reached": true,
-          "readback_requested": true,
-          "vulkan_error_codes": [
-            "VK_ERROR_FEATURE_NOT_PRESENT"
-          ],
-          "fatal_jvm_error": false,
-          "profile": "vulkan",
-          "preferred_backend": "vulkan"
-        }
-      ]
-    }
-  ],
-  "limits": [
-    "Apple Paravirtual device and MoltenVK on a hosted ARM Mac; not physical M2 Pro GPU testing.",
-    "Library/device creation and readback request were observed, but no completed nonuniform readback report was produced.",
-    "All failures retained; neither successful rendering nor a screenshot-specific root cause is established.",
-    "Baseline includes the same original measurement mod and private test fixture; no core optimization mods or distant terrain.",
-    "Full logs, screenshots, game binaries and assets remain private.",
-    "Later selected stack locations place the observed failures in the screenshot callback; the independently logged Vulkan identifier is not established as their cause.",
-    "Actual assertions rejected uniform callback images in all three cases. Overlay state was not recorded, and displayed-window correctness is not established.",
-    "After guarding overlays, core/distant-terrain title readbacks pass but vanilla remains uniform; the aggregate research run fails. No world-rendering or physical-M2 claim.",
-    "Later world probes pass all three Vulkan cases on the hosted Mac; failed title cases remain retained. These are short startup/readback/save probes, not physical-GPU performance tests."
-  ],
-  "later_stack_run": {
-    "source_commit": "a77476b54e7bf4a1b3a96cb9d8108ed7c1c7b2b0",
-    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37193954843",
-    "cases": [
-      {
-        "case": [
-          "--profile",
-          "baseline",
-          "--backend",
-          "vulkan"
-        ],
-        "exit_code": 1,
-        "failure": [
-          {
-            "exit_code": 1,
-            "result_count": 0,
-            "java_exception_types": [
-              "java.lang.AssertionError",
-              "java.lang.RuntimeException"
-            ],
-            "expected_demo_authentication_errors_observed": true,
-            "backend_attempts": [
-              {
-                "backend": "Vulkan",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "Vulkan",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ],
-            "created_devices": [
-              {
-                "gpu": "Apple Paravirtual device",
-                "graphics_backend": "Vulkan",
-                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-              }
-            ],
-            "client_initializer_reached": true,
-            "readback_requested": true,
-            "vulkan_error_codes": [
-              "VK_ERROR_FEATURE_NOT_PRESENT"
-            ],
-            "fatal_jvm_error": false,
-            "observed_graphics_stack_methods": [
-              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
-              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
-              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
-              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
-            ],
-            "profile": "baseline",
-            "preferred_backend": "vulkan"
-          }
-        ]
-      },
-      {
-        "case": [
-          "--profile",
-          "core-performance",
-          "--backend",
-          "vulkan"
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-        "graphics_backend": "Vulkan",
-        "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)",
-        "private_png_sha256": "52b26102b3037cab4ab6b7011a6c1255eebaa808d1d3dd5e77ff23fcde092acb",
-        "profile": "core-performance",
-        "preferred_backend": "vulkan",
-        "launcher_exit_code": 0,
-        "backend_attempts": [
-          {
-            "backend": "Vulkan",
-            "operation": "load_library",
-            "result": "success"
-          },
-          {
-            "backend": "Vulkan",
-            "operation": "create_device",
-            "result": "success"
-          }
-        ]
-      }
-    ],
-    "limits": [
-      "Short scene startup and nonuniform framebuffer readback only.",
-      "World mode uses the ordinary limited demo; world files remain private.",
-      "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
-      "Vulkan preference can fall back; inspect the observed backend.",
-      "PNG images, assets and full logs remain in the private runtime directory."
-    ]
-  }
-}

benchmarks/model-state-parse-2026-10-14.md

@@ -0,0 +1,69 @@
+# Reuse parsed model states
+
+`models::prepare` parsed `model-states.json` to select blocks, then
+`StateModels::load` reopened and parsed the same document for binding and baking.
+`StateModels::from_facts` now borrows the first parsed map. The public `load`
+entry point still reads, parses and validates its own document. Both paths retain
+the `fs::read` + `serde_json::from_slice` strategy merged in PR #205.
+
+The shared map uses `BTreeMap`, preserving the original catalog loader's JSON
+validation, including rejection of top-level `null`. The old selection map was
+`serde_json::Map`, also backed by a BTreeMap with the project's current features.
+Catalog binding, model selection and baking are unchanged. Preparation no longer
+holds a second complete JSON tree while constructing the catalog; no persistent
+cache or extra clones were added.
+
+## Measurement
+
+The committed `model_states_bench` example runs main's two-parse sequence after PR #205
+(first a serde JSON map, then `StateModels::load`) and the new one-parse sequence
+(first a BTreeMap, then `StateModels::from_facts`). Both select blocks from the
+same generated document with slice parsing and call the actual catalog binding/baking code. Timing
+includes file reads, parsing, filtering, binding, baking and result destruction.
+Fixture generation and equality checks run outside the timed region.
+
+Prepared Minecraft resources were unavailable locally, so this is a synthetic
+2,836,696-byte document containing 843 block schemas and 53,952 states. Schemas
+combine integer and named properties. Blockstate resources use weighted and
+conditional multipart choices with rotations and UV locking, sharing one model
+with a baked face. Its absent texture uses the normal missing-sprite fallback.
+Both paths read identical files with a warm OS cache. The workload does not
+represent the full diversity of production model and texture assets.
+
+On AMD Ryzen 5 5600X, Linux 7.2.8-zen1-2-zen x86_64, rustc 1.99.0
+(b940084d7 2026-09-28), Cargo `fast` profile, serial execution:
+
+| Path | Median (15 samples) |
+| --- | ---: |
+| Before: parse twice, with #205 slice readers | 96.080 ms |
+| After: reuse first parse, with #205 slice readers | 73.585 ms |
+
+**1.306x speedup; 23.41% less elapsed time** for this loading segment after PR #205. Each path
+has two warmups, sample order alternates, and inputs/results use `black_box`.
+This excludes gallery placements, GPU work and overall application startup.
+
+These measurements supersede the original unbuffered-reader timings
+(2732.004 ms → 1386.060 ms, 1.971x) after rebasing onto main at
+`e96e1571`. The reviewer measured approximately 1.05x with real prepared resources;
+the generated fixture's balance of parsing and binding differs from production.
+The change still removes one complete document read, parse and JSON tree.
+
+Equality validation compares every state's selected variants and baked geometry
+at three positions, plus sprite layers and opacity/translucency flags. The
+focused test also checks matching schema/registry errors, malformed/missing
+source files, rejection of `null`, and successful shared-facts loading after the
+source file has been deleted.
+
+## Reproduce
+
+```sh
+export CARGO_TARGET_DIR=/home/bob/Documents/horizon/target
+export CARGO_INCREMENTAL=0
+cargo run -p horizon-client --profile fast --example model_states_bench -- 15
+cargo test -p horizon-client --profile fast --example model_states_bench
+cargo clippy -p horizon-client --all-targets --profile fast -- -D warnings
+cargo fmt --all -- --check
+```
+
+The target directory can be changed for another machine. The example creates and
+removes its fixtures in the system temporary directory.

benchmarks/object-headers-2026-10-03/macos-26.txt

@@ -1,104 +0,0 @@
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benchmarks/object-headers-2026-10-03/ubuntu-latest.txt

@@ -1,104 +0,0 @@
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benchmarks/object-headers-2026-10-03/windows-latest.txt

@@ -1,104 +0,0 @@
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-type=Object objects=100000 allocated_bytes=800000 bytes_per_object=8.000

benchmarks/overlay-real-packs-2026-10-15.json

@@ -0,0 +1,54 @@
+{
+  "date": "2026-10-15",
+  "environment": "Linux x86_64/ext4/NVMe, Ryzen5 5600X, Rust1.99.0, Cargo fast",
+  "scope": "actual resource_root vs original wrapper/builder; warmed storage; output equivalence outside timing",
+  "warmups": 2,
+  "median_samples": 11,
+  "prepared_minecraft": "26.3",
+  "prepared_schema": 7,
+  "prepared_manifest_sha256": "fd03c686302748748e132ef3978b7b0bcf42024257e802985a5cc7175cc74298",
+  "packs": [
+    {
+      "project": "faithful-32x",
+      "version": "lDYpMiqk",
+      "version_name": "[26.3] Faithful 32x \u2013 September 2026 Release",
+      "publisher_page": "https://modrinth.com/resourcepack/faithful-32x/version/lDYpMiqk",
+      "download_url": "https://cdn.modrinth.com/data/w0TnApzs/versions/lDYpMiqk/Faithful%2032x%20-%2026.3.zip",
+      "zip_bytes": 13116019,
+      "zip_sha512": "e90ec63af7f239dbb99aa20c98b23d830e76898f65d3e31b7f0b53bb36db12dcd8c38d6930c743237c9c3db7bf708423fa1d1b2fd497dd6c281dbe216b779db9",
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+      "assets_uncompressed_bytes": 12524266,
+      "original_ms": 159.827,
+      "cold_ms": 162.711,
+      "hit_ms": 0.707
+    },
+    {
+      "project": "default-hd-128x",
+      "version": "rErHu3BE",
+      "version_name": "Default HD 128x Demo/Alpha 1.8.2.7",
+      "publisher_page": "https://modrinth.com/resourcepack/default-hd-128x/version/rErHu3BE",
+      "download_url": "https://cdn.modrinth.com/data/orfTV6nk/versions/rErHu3BE/Default%20HD%20128x%20Demo%201.8.2.7.zip",
+      "zip_bytes": 16876419,
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+      "original_ms": 111.501,
+      "cold_ms": 114.386,
+      "hit_ms": 0.31
+    },
+    {
+      "project": "fpbr",
+      "version": "dynf82xk",
+      "version_name": "support 1.21.9 and newer",
+      "publisher_page": "https://modrinth.com/resourcepack/fpbr/version/dynf82xk",
+      "download_url": "https://cdn.modrinth.com/data/nvEpbd8t/versions/dynf82xk/FPBR-Main-1.21.9-R1.3.zip",
+      "zip_bytes": 46737770,
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+      "original_ms": 347.639,
+      "cold_ms": 348.012,
+      "hit_ms": 0.448
+    }
+  ]
+}

benchmarks/quad-reuse-2026-10-04/exploratory-observations.json

@@ -1,67 +0,0 @@
-{
-  "schema": 1,
-  "purpose": "Earlier private quad-reuse explorations; CPU mixed and allocation reduction is not retained RAM/FPS",
-  "original_mod_sha256": "98f8db7ca8962a71625eef835f57d25c8afb802f2cf1b7c4c832fc070757e011",
-  "private_fixture_sources": "Uncommitted private prototype before the production-hook fixture; not the final reproducible protocol",
-  "observations": [
-    {
-      "private_probe": "latest-discarded-object",
-      "results": [
-        {
-          "enabled": false,
-          "applied_hook_checked": true,
-          "geometry_digest": "31509677879305c6a721677b38516fda0336f8c7b53dc3946839eb6fbf7fd0ee",
-          "geometry_quads": 108358,
-          "input_faces": 55296,
-          "measured_faces": 3072000,
-          "checksum": 60000,
-          "cpu_ns": 166481448,
-          "allocated_bytes": 144576000,
-          "observations": [
-            {
-              "cpu_ns": 54349387,
-              "allocated_bytes": 48192000
-            },
-            {
-              "cpu_ns": 84133914,
-              "allocated_bytes": 48192000
-            },
-            {
-              "cpu_ns": 27998147,
-              "allocated_bytes": 48192000
-            }
-          ]
-        },
-        {
-          "enabled": true,
-          "applied_hook_checked": true,
-          "geometry_digest": "31509677879305c6a721677b38516fda0336f8c7b53dc3946839eb6fbf7fd0ee",
-          "geometry_quads": 108358,
-          "input_faces": 55296,
-          "measured_faces": 3072000,
-          "checksum": 60000,
-          "cpu_ns": 185505067,
-          "allocated_bytes": 2016000,
-          "observations": [
-            {
-              "cpu_ns": 59897923,
-              "allocated_bytes": 672000
-            },
-            {
-              "cpu_ns": 63778316,
-              "allocated_bytes": 672000
-            },
-            {
-              "cpu_ns": 61828828,
-              "allocated_bytes": 672000
-            }
-          ]
-        }
-      ]
-    },
-    {
-      "private_probe": "first-discarded-object",
-      "results": []
-    }
-  ]
-}

benchmarks/quad-reuse-2026-10-04/linux-applied-hooks.json

@@ -1,75 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
-  "results": [
-    {
-      "enabled": false,
-      "applied_hook_checked": true,
-      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
-      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
-      "thread_workers": 4,
-      "geometry_quads": 108358,
-      "input_faces": 55296,
-      "measured_faces": 3072000,
-      "checksum": 60000,
-      "cpu_ns": 40437624,
-      "allocated_bytes": 144576000,
-      "observations": [
-        {
-          "cpu_ns": 13455029,
-          "allocated_bytes": 48192000
-        },
-        {
-          "cpu_ns": 13828075,
-          "allocated_bytes": 48192000
-        },
-        {
-          "cpu_ns": 13154520,
-          "allocated_bytes": 48192000
-        }
-      ]
-    },
-    {
-      "enabled": true,
-      "applied_hook_checked": true,
-      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
-      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
-      "thread_workers": 4,
-      "geometry_quads": 108358,
-      "input_faces": 55296,
-      "measured_faces": 3072000,
-      "checksum": 60000,
-      "cpu_ns": 44074799,
-      "allocated_bytes": 2016000,
-      "observations": [
-        {
-          "cpu_ns": 16004752,
-          "allocated_bytes": 672000
-        },
-        {
-          "cpu_ns": 14047833,
-          "allocated_bytes": 672000
-        },
-        {
-          "cpu_ns": 14022214,
-          "allocated_bytes": 672000
-        }
-      ]
-    }
-  ],
-  "notes": [
-    "Actual publisher quad builder inside Fabric with generated faces and lighting/material values.",
-    "Opaque/translucent geometry, pooled error flags and every retained quad field match before and after upstream merging.",
-    "Fresh allocations reuse at most one discarded successful-premerge quad; existing pool selection stays upstream.",
-    "Three sequential warmed caller-loop observations are not independent forks; compilation can vary.",
-    "Allocation reduction is not retained RAM, game FPS or a Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37175709062"
-  }
-}

benchmarks/quad-reuse-2026-10-04/live-observations.json

@@ -1,166 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
-  "platform": "Linux x86_64",
-  "graphics": "llvmpipe software OpenGL",
-  "settings": {
-    "heap_bytes": 3221225472,
-    "gc": "G1",
-    "compact_headers": true,
-    "render_distance": 12,
-    "simulation_distance": 12,
-    "lod_radius_chunks": 128,
-    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
-    "terrain_workers": 2,
-    "runtime_ratio": 0.5,
-    "world_difficulty": "PEACEFUL"
-  },
-  "results": [
-    {
-      "profile": "m2-balanced",
-      "quad_reuse_enabled": false,
-      "elapsed_seconds": 120.415309971,
-      "frame_samples": 220,
-      "tick_samples": 2400,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "frame_stats": {
-        "count": 220,
-        "meanMs": 542.3438610045455,
-        "p50Ms": 522.365908,
-        "p95Ms": 713.237831,
-        "p99Ms": 860.91664,
-        "maxMs": 885.115974,
-        "meanRate": 1.8438486574693962,
-        "lowOnePercentRate": 1.1446485854821962,
-        "over16Ms": 220,
-        "over33Ms": 220,
-        "over50Ms": 220,
-        "over100Ms": 220
-      },
-      "tick_stats": {
-        "count": 2400,
-        "meanMs": 9.639125558749999,
-        "p50Ms": 9.137695,
-        "p95Ms": 16.989389,
-        "p99Ms": 25.152306,
-        "maxMs": 52.879001,
-        "meanRate": 103.74385040479541,
-        "lowOnePercentRate": 30.37834831626593,
-        "over16Ms": 133,
-        "over33Ms": 8,
-        "over50Ms": 2,
-        "over100Ms": 0
-      },
-      "process_rss_peak_sampled_bytes": 3129790464,
-      "render_loader_allocation_counters": [
-        {
-          "thread_id": 124,
-          "thread": "DH-Render Loader Thread[1]",
-          "counter_observations": 2,
-          "observed_seconds": 64.375191422,
-          "observed_allocated_bytes": 97869576,
-          "observed_bytes_per_second": 1520299.5725237317
-        },
-        {
-          "thread_id": 123,
-          "thread": "DH-Render Loader Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.375191422,
-          "observed_allocated_bytes": 91443128,
-          "observed_bytes_per_second": 1420471.5509203072
-        }
-      ],
-      "preceding_jfr_gc_pause_total_ms": 263.975028,
-      "preceding_jfr_gc_pause_longest_ms": 45.0698
-    },
-    {
-      "profile": "quad-reuse",
-      "quad_reuse_enabled": true,
-      "elapsed_seconds": 120.476138714,
-      "frame_samples": 224,
-      "tick_samples": 2401,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "frame_stats": {
-        "count": 224,
-        "meanMs": 532.6331643258928,
-        "p50Ms": 505.6209,
-        "p95Ms": 735.235244,
-        "p99Ms": 774.189261,
-        "maxMs": 926.006251,
-        "meanRate": 1.8774647674551252,
-        "lowOnePercentRate": 1.208934822852848,
-        "over16Ms": 224,
-        "over33Ms": 224,
-        "over50Ms": 224,
-        "over100Ms": 224
-      },
-      "tick_stats": {
-        "count": 2401,
-        "meanMs": 9.308558193669304,
-        "p50Ms": 8.82277,
-        "p95Ms": 16.529268,
-        "p99Ms": 22.206144,
-        "maxMs": 95.741877,
-        "meanRate": 107.42802259968617,
-        "lowOnePercentRate": 30.32324112917506,
-        "over16Ms": 114,
-        "over33Ms": 8,
-        "over50Ms": 3,
-        "over100Ms": 0
-      },
-      "process_rss_peak_sampled_bytes": 3100016640,
-      "render_loader_allocation_counters": [
-        {
-          "thread_id": 125,
-          "thread": "DH-Render Loader Thread[1]",
-          "counter_observations": 2,
-          "observed_seconds": 64.347664971,
-          "observed_allocated_bytes": 116155920,
-          "observed_bytes_per_second": 1805130.3035214841
-        },
-        {
-          "thread_id": 124,
-          "thread": "DH-Render Loader Thread[0]",
-          "counter_observations": 2,
-          "observed_seconds": 64.347664971,
-          "observed_allocated_bytes": 104401656,
-          "observed_bytes_per_second": 1622462.229935638
-        }
-      ],
-      "preceding_jfr_gc_pause_total_ms": 166.770211,
-      "preceding_jfr_gc_pause_longest_ms": 46.786101
-    }
-  ],
-  "provenance": {
-    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37175709062",
-    "runtime_mod_matches_linux_ci": true,
-    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
-    "source_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
-    "first_saved_player_position": [
-      -56.5,
-      69.0,
-      55.5
-    ],
-    "first_saved_player_rotation": [
-      141.5,
-      16.950002670288086
-    ],
-    "first_saved_cameras_matched": true
-  },
-  "notes": [
-    "Fixed-order candidate then control single pair from separate copies of the same private world. Both stationary captures start approximately 307 seconds after the demo popup is dismissed; first saved cameras match.",
-    "Both reports have zero menu/pause/focus exclusions, no dropped samples and matching captured settings apart from the isolated quad hook. CSV counts and actual offline viewer timelines pass.",
-    "The preceding 60-second JFR recordings begin approximately 121 seconds after dismissal. Allocation counters have their own approximately 64-second spans; GC pause data is from those recordings, not from the later frame captures.",
-    "Render-loader allocation counter rates are higher in this candidate observation. Task-completion/geometry volumes and cache/JIT effects are not controlled quantitatively. No useful live allocation improvement is established.",
-    "Frame count and sampled peak RSS differences in this single software-rendered pair do not establish a meaningful game speed or retained-memory gain. RSS is not complete GPU/unified RAM. Not an Apple Silicon benchmark.",
-    "Candidate saved, reloaded, saved again and exited with launcher code zero. Control saved, closed all terrain databases and exited with launcher code zero.",
-    "No private worlds, full game logs or JFR recordings are included in these selected observations."
-  ]
-}

benchmarks/quad-reuse-2026-10-04/local-applied-hooks.json

@@ -1,75 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
-  "results": [
-    {
-      "enabled": false,
-      "applied_hook_checked": true,
-      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
-      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
-      "thread_workers": 4,
-      "geometry_quads": 108358,
-      "input_faces": 55296,
-      "measured_faces": 3072000,
-      "checksum": 60000,
-      "cpu_ns": 198847198,
-      "allocated_bytes": 144576000,
-      "observations": [
-        {
-          "cpu_ns": 82119774,
-          "allocated_bytes": 48192000
-        },
-        {
-          "cpu_ns": 60671068,
-          "allocated_bytes": 48192000
-        },
-        {
-          "cpu_ns": 56056356,
-          "allocated_bytes": 48192000
-        }
-      ]
-    },
-    {
-      "enabled": true,
-      "applied_hook_checked": true,
-      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
-      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
-      "thread_workers": 4,
-      "geometry_quads": 108358,
-      "input_faces": 55296,
-      "measured_faces": 3072000,
-      "checksum": 60000,
-      "cpu_ns": 178894413,
-      "allocated_bytes": 2016000,
-      "observations": [
-        {
-          "cpu_ns": 60070905,
-          "allocated_bytes": 672000
-        },
-        {
-          "cpu_ns": 60020252,
-          "allocated_bytes": 672000
-        },
-        {
-          "cpu_ns": 58803256,
-          "allocated_bytes": 672000
-        }
-      ]
-    }
-  ],
-  "notes": [
-    "Actual publisher quad builder inside Fabric with generated faces and lighting/material values.",
-    "Opaque/translucent geometry, pooled error flags and every retained quad field match before and after upstream merging.",
-    "Fresh allocations reuse at most one discarded successful-premerge quad; existing pool selection stays upstream.",
-    "Three sequential warmed caller-loop observations are not independent forks; compilation can vary.",
-    "Allocation reduction is not retained RAM, game FPS or a Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
-    "fixture_protocol": "55,296 generated faces plus four concurrent builders, geometry/list boundaries checked before and after upstream merge; warm 2,000 batches, then 500 warm batches and 2,000 measured batches per sequential observation, 512 faces/batch"
-  }
-}

benchmarks/quad-reuse-2026-10-04/local-shallow-size-applied.json

@@ -1,87 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
-  "results": [
-    {
-      "enabled": false,
-      "compact_headers": false,
-      "builder_shallow_bytes": 48,
-      "quad_shallow_bytes": 56,
-      "pending_scratch_shallow_bytes": 0,
-      "geometry_quads": 1,
-      "java_vendor": "Ubuntu",
-      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-      "object_alignment_bytes": 8,
-      "compressed_oops": true,
-      "compressed_class_pointers": true
-    },
-    {
-      "enabled": true,
-      "compact_headers": false,
-      "builder_shallow_bytes": 48,
-      "quad_shallow_bytes": 56,
-      "pending_scratch_shallow_bytes": 56,
-      "geometry_quads": 1,
-      "java_vendor": "Ubuntu",
-      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-      "object_alignment_bytes": 8,
-      "compressed_oops": true,
-      "compressed_class_pointers": true
-    },
-    {
-      "enabled": false,
-      "compact_headers": true,
-      "builder_shallow_bytes": 40,
-      "quad_shallow_bytes": 48,
-      "pending_scratch_shallow_bytes": 0,
-      "geometry_quads": 1,
-      "java_vendor": "Ubuntu",
-      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-      "object_alignment_bytes": 8,
-      "compressed_oops": true,
-      "compressed_class_pointers": true
-    },
-    {
-      "enabled": true,
-      "compact_headers": true,
-      "builder_shallow_bytes": 48,
-      "quad_shallow_bytes": 48,
-      "pending_scratch_shallow_bytes": 48,
-      "geometry_quads": 1,
-      "java_vendor": "Ubuntu",
-      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-      "object_alignment_bytes": 8,
-      "compressed_oops": true,
-      "compressed_class_pointers": true
-    }
-  ],
-  "differences": [
-    {
-      "compact_headers": false,
-      "additional_builder_shallow_bytes": 0,
-      "additional_builder_and_scratch_bytes": 56
-    },
-    {
-      "compact_headers": true,
-      "additional_builder_shallow_bytes": 8,
-      "additional_builder_and_scratch_bytes": 56
-    }
-  ],
-  "notes": [
-    "Instrumentation.getObjectSize measures shallow object sizes inside real applied Fabric clients.",
-    "Four adjacent north-facing quads premerge to one retained geometry quad in each combination.",
-    "Builder plus pending scratch difference excludes referenced lists, existing pools and every other game object.",
-    "Object alignment/header/compressed-reference settings can differ on other JVMs or architectures.",
-    "Not deep heap, GC residency, whole-game RSS/unified RAM, FPS or Apple Silicon performance.",
-    "The agent and fixture are private test binaries excluded from playable packs."
-  ],
-  "provenance": {
-    "source_commit": "1243e148d455cd83f18b66f70bcfe2b8a4b746c9",
-    "four_processes_exited_successfully": true,
-    "agent_path_with_spaces_verified_separately": true
-  }
-}

benchmarks/quad-reuse-2026-10-04/shallow-size-observations.json

@@ -1,69 +0,0 @@
-{
-  "schema": 1,
-  "measurement": "Instrumentation.getObjectSize inside four private applied Fabric clients",
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "architecture": "x86_64",
-  "java_vendor": "Ubuntu",
-  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
-  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
-  "production_source_commit": "24c65f512dece83b153b206e33cd4c4294b42de2",
-  "results": [
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-      "compact_headers": false,
-      "builder_shallow_bytes": 48,
-      "quad_shallow_bytes": 56,
-      "pending_scratch_shallow_bytes": 0,
-      "geometry_quads": 1
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-    {
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-      "compact_headers": false,
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-      "pending_scratch_shallow_bytes": 56,
-      "geometry_quads": 1
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-    {
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-      "builder_shallow_bytes": 40,
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-      "pending_scratch_shallow_bytes": 0,
-      "geometry_quads": 1
-    },
-    {
-      "enabled": true,
-      "compact_headers": true,
-      "builder_shallow_bytes": 48,
-      "quad_shallow_bytes": 48,
-      "pending_scratch_shallow_bytes": 48,
-      "geometry_quads": 1
-    }
-  ],
-  "differences": [
-    {
-      "compact_headers": false,
-      "additional_builder_shallow_bytes": 0,
-      "additional_builder_and_scratch_bytes": 56
-    },
-    {
-      "compact_headers": true,
-      "additional_builder_shallow_bytes": 8,
-      "additional_builder_and_scratch_bytes": 56
-    }
-  ],
-  "provenance": {
-    "protocol": "Initial private size agent and corrected system-loader reflection probe; metadata was later expanded in the reusable source.",
-    "agent_source_sha256": "4783850bf80e9eb0379570bb7794a610406b48bddd7fe36ff499222d01e789b1",
-    "fixture_source_sha256": "842514f97116a1e9cf5eb9a4b951657c90f7639effdfd526357831e2424282bf"
-  },
-  "notes": [
-    "Shallow object sizes only, not a heap walk or whole-game memory measurement.",
-    "Four north-facing adjacent quads produce one retained geometry quad in every process.",
-    "Header modes use separate upstream/patched JVMs.",
-    "Layouts can differ with JVM, architecture, compressed references and object alignment.",
-    "The hook remains optional; these sizes do not establish an FPS or RAM improvement.",
-    "No test agent binaries, game binaries, private worlds, full logs or JFR recordings are published."
-  ]
-}

benchmarks/rust-blockstate-transforms-2026-10-06/identity-regression.json

@@ -1,54 +0,0 @@
-{
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-    "Cargo.toml": "3f93319c1eb70dbd7ba25cd74ef343fbf35c52c7c4752f955605c58699cbff9d",
-    "Cargo.lock": "cb1e87d449114a63edd904c0559d631e8fa9feeb27efd6539aacdcfeae178876",
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-    "crates/horizon-assets/src/bake/transform.rs": "a95e658fef85b21bcb2f9f7512f98f98d57022d62c1199885b7133beae35a09d",
-    "crates/horizon-assets/src/bake.rs": "f55dda6b6cee5ac6e65a8ee4837fdd2c6674437d59e59b4c45718f6324d4a4d5",
-    "crates/horizon-assets/src/blockstate/bind.rs": "6278962e55c9786bba8184bdf2939af9c6e3b9002b08c3022129964b49a60009",
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-    "crates/horizon-assets/src/blockstate.rs": "a4299dfd7adaeb4173982ffaa8e9c9eda2925739ae579a714193c99da2e7ce56",
-    "crates/horizon-assets/src/json.rs": "99fe8af4fbf5d4eed408a92e829ac1a39597a0d92471a6bff73771fad9c830a8",
-    "crates/horizon-assets/src/lib.rs": "e39f21c59a2c3e1c53d977b29bd5e0638e5fc41d86ff0fcc1882a6d90fd961e4",
-    "crates/horizon-assets/src/model.rs": "57ddb3d65e88e7a8aa22c62bc298a2dae7f4e994326a873a31f06c0f36ed051b",
-    "crates/horizon-assets/src/resolve.rs": "3927ac926cdcbd7d334901cc32d0ecc1e498b1bec98f76a46bca6d4964c13541"
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-    ".local/rust-model-baking-parity/inputs.jsonl": "aba24d38f4fc1af060502f983923c2f279c016d0fd412d40f6d50093fac1d811"
-  },
-  "rust_output_sha256": "9216be3bbae9e59bb89b6ed780ccedc5608cd4583c8e7527e50b165a0d8d30da",
-  "references": [
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-      "matched_output_lines": 7100
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-  ],
-  "scope": "Actual client FaceBakery geometry overload with a real unit-atlas sprite and default JOML math options. Identity blockstate transform, all bundled cuboid geometry and synthetic rotations, rescaling, default/explicit UVs, winding, degenerate and reversed bounds, inherited models and missing materials. Positions, UVs and element matrix coefficients compare by float bits. This does not cover blockstate transforms/UV lock, atlas packing, transparency classification, lighting, GPU rendering or gameplay."
-}

benchmarks/rust-core-2026-10-04/scoped-parity.json

@@ -1,44 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "java": "openjdk 25.0.4.1 2026-08-18",
-  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
-  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
-  "commands": {
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-    "legacy": 23,
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-    "storage": 274
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-  "inputs_sha256": "dbdebadd4b14ec57d198d22f15e196e0cc9a6b88bac6691db702348a769459c1",
-  "rust_output_sha256": "7801e3274307aab1852d96d996d7f29b1ca1567750d231c5f74c9e3263f84f87",
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-    "crates/horizon-core/src/random.rs": "2f304dfb580a6bc1b5c51b048a2fa2a57f73c5f28f5eb2447f925bf138513389",
-    "crates/horizon-core/src/storage.rs": "f6c32201c64aefde06e57a2c767be46918df613548a322801546b133799cc33d",
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-  "scope": "Selected integer position, seeded RNG and packed-storage operations only. No gameplay, rendering or performance claim."
-}

benchmarks/rust-cuboid-model-decoding-2026-10-06/scoped-parity.json

@@ -1,40 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
-  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
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-  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
-  "resource_models": 2883,
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-  "rejected_models": 1034,
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-    "crates/horizon-assets/src/resolve.rs": "3927ac926cdcbd7d334901cc32d0ecc1e498b1bec98f76a46bca6d4964c13541"
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-  "fixtures_sha256": {
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-      "matched_output_lines": 5220
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-  ],
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-}

benchmarks/rust-float-log-2026-10-05/boundary-parity.json

@@ -1,373 +0,0 @@
-{
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-    "crates/horizon-core/src/density/graph/tests.rs": "3034eccba649851d7a95e276a48472efd70cdf747b54526b565fb0feb88ce43a",
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-    "crates/horizon-core/src/density/interval.rs": "b42629163baa6b599a233afe8596d1c370cd81d015cc6fc36a9663aa47b98424",
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-  "scope": "Compiled scalar UnaryFunction.LogSampler compared by float result bits across the recorded input bit ranges, including signed zeros, subnormals, finite values, infinities and NaNs. NaN results are canonicalized as Float.floatToIntBits. Exhaustive mode checks all 2^32 float input bit patterns against both checksum-pinned JARs on this machine's JDK. Bulk composition, range propagation, compiler rewriting and other operations belong to the separate density suite. This does not establish double-precision Math.log parity, other-platform math parity, complete terrain, gameplay or performance."
-}

benchmarks/rust-liquid-collision-2026-10-06/context-regression.json

@@ -1,202 +0,0 @@
-{
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-  },
-  "fixtures_sha256": {
-    ".local/rust-collision-context-parity/inputs.txt": "60b49e91a7a4999cfb8eb6ac3fbc6ec0a931d68cd53f9737959a2bd2b42be7a5"
-  },
-  "rust_output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
-  "references": [
-    {
-      "side": "client",
-      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
-      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
-      "matched_output_lines": 225126
-    },
-    {
-      "side": "server",
-      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
-      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
-      "matched_output_lines": 225126
-    }
-  ],
-  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
-}

benchmarks/rust-liquid-collision-2026-10-06/scaffolding-regression.json

@@ -1,204 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
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-  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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-  "block_states": 32,
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-  },
-  "fixtures_sha256": {
-    ".local/rust-scaffolding-collision-parity/inputs.txt": "5945054e86700237a7b6de6b362a37a98bdc8afaa67004e8aaa92da1421b552c"
-  },
-  "rust_output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
-  "references": [
-    {
-      "side": "client",
-      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
-      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
-      "matched_output_lines": 524300
-    },
-    {
-      "side": "server",
-      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
-      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
-      "matched_output_lines": 524300
-    }
-  ],
-  "scope": "Actual CollisionContext.getCollisionShape dispatch and native scaffolding behavior for all 32 scaffolding states, nine context variants, descending flags, integer Y extremes, nonfinite positions and adjacent double values around the top/bottom float-epsilon thresholds. Full shape coordinates, extrema, box ordering and cube metadata match. A rejecting world proxy verifies selection performs no world reads. Scaffolding placement/update/falling behavior and live movement remain pending."
-}

benchmarks/rust-native-client-2026-10-06/startup-smoke.json

@@ -1,141 +0,0 @@
-{
-  "adapter": {
-    "backend": "Vulkan",
-    "device": 0,
-    "device_type": "Cpu",
-    "name": "llvmpipe (LLVM 21.1.8, 256 bits)",
-    "vendor": 65541
-  },
-  "arch": "x86_64",
-  "camera_pitch": -0.3839724354387525,
-  "camera_position": [
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-    18.0,
-    25.0
-  ],
-  "camera_yaw": -2.356194490192345,
-  "elapsed_seconds": 0.541997659,
-  "error": null,
-  "merged_quads": 166,
-  "os": "linux",
-  "presented_frames": 30,
-  "project": "Horizon",
-  "resident_chunks": 9,
-  "schema": 1,
-  "scope": "Native opaque-cube renderer and free inspection camera; no gameplay simulation",
-  "window_size": [
-    1280,
-    720
-  ],
-  "executable_sha256": "4907a5678c323ab250934f3dfa32ba10e1554635f81d226ed2a88e7625737c5f",
-  "resource_manifest_sha256": "eda44ebee6904eab880c15458dbd1212dc2799d320a4419fc810e2ceb0e5d9d6",
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-    "crates/horizon-client/src/render.rs": "4d58443465ea25769d73701d138db6a99c4f939a288e89e1f2b1ee3d017a2737",
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benchmarks/rust-native-hunger-2026-10-07/startup-smoke.json

@@ -1,800 +0,0 @@
-{
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benchmarks/rust-native-landing-2026-10-07/startup-smoke.json

@@ -1,790 +0,0 @@
-{
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benchmarks/rust-native-movement-statistics-2026-10-07/startup-smoke.json

@@ -1,801 +0,0 @@
-{
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benchmarks/rust-native-sprint-2026-10-07/startup-smoke.json

@@ -1,807 +0,0 @@
-{
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-}

benchmarks/rust-powder-snow-collision-2026-10-06/context-regression.json

@@ -1,203 +0,0 @@
-{
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-  },
-  "fixtures_sha256": {
-    ".local/rust-collision-context-parity/inputs.txt": "60b49e91a7a4999cfb8eb6ac3fbc6ec0a931d68cd53f9737959a2bd2b42be7a5"
-  },
-  "rust_output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
-  "references": [
-    {
-      "side": "client",
-      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
-      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
-      "matched_output_lines": 225126
-    },
-    {
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-      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
-      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
-      "matched_output_lines": 225126
-    }
-  ],
-  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
-}

benchmarks/rust-powder-snow-collision-2026-10-06/liquid-regression.json

@@ -1,205 +0,0 @@
-{
-  "schema": 1,
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-  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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-  },
-  "fixtures_sha256": {
-    ".local/rust-liquid-collision-parity/inputs.txt": "564e80e9a55a186cd70c21a1db14abf59849be90bc5493346e9e64ff9d3c9d8b"
-  },
-  "rust_output_sha256": "d845ce538e9ce157f6455b32e73e03e9d7df86ebc5c9ab80ebf94705500748ab",
-  "references": [
-    {
-      "side": "client",
-      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
-      "output_sha256": "d845ce538e9ce157f6455b32e73e03e9d7df86ebc5c9ab80ebf94705500748ab",
-      "matched_output_lines": 571179
-    },
-    {
-      "side": "server",
-      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
-      "output_sha256": "d845ce538e9ce157f6455b32e73e03e9d7df86ebc5c9ab80ebf94705500748ab",
-      "matched_output_lines": 571179
-    }
-  ],
-  "scope": "Native contextual LiquidBlock collision dispatch for all 32 water/lava states. Checks the always-fluid bypass, source-only selection, living-entity gating, supplied entity standing shapes, exact height boundaries, all 33 above-block fluid states, callback order and failure propagation, null/placement contexts and wrapping above-block coordinates. Full selected shape data and callback traces are compared. Entity-specific standing shape implementations, liquid simulation and live movement remain pending."
-}

benchmarks/rust-powder-snow-collision-2026-10-06/scaffolding-regression.json

@@ -1,205 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
-  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "java": "openjdk 25.0.4.1 2026-08-18",
-  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
-  "fixtures": 56448,
-  "block_states": 32,
-  "sources_sha256": {
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-    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaFaceSupportOracle.java": "9ce939a435842867786fed648951bbe77f6ab843f6df09af15f3deb1948c4877",
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-    "tools/test_scaffolding_collision_parity.py": "bab75e2cad68a3193035a87497eaa372466c405293cc547e39dbd7bd4450d69d",
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-    "crates/horizon-world/examples/collision_context_fixture.rs": "b7bf0f48f7dc0129c1ebe43c11cb4cad00194b501c2bcbb3220bc8779e695ba4"
-  },
-  "fixtures_sha256": {
-    ".local/rust-scaffolding-collision-parity/inputs.txt": "5945054e86700237a7b6de6b362a37a98bdc8afaa67004e8aaa92da1421b552c"
-  },
-  "rust_output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
-  "references": [
-    {
-      "side": "client",
-      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
-      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
-      "matched_output_lines": 524300
-    },
-    {
-      "side": "server",
-      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
-      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
-      "matched_output_lines": 524300
-    }
-  ],
-  "scope": "Actual CollisionContext.getCollisionShape dispatch and native scaffolding behavior for all 32 scaffolding states, nine context variants, descending flags, integer Y extremes, nonfinite positions and adjacent double values around the top/bottom float-epsilon thresholds. Full shape coordinates, extrema, box ordering and cube metadata match. A rejecting world proxy verifies selection performs no world reads. Scaffolding placement/update/falling behavior and live movement remain pending."
-}

benchmarks/rust-scaffolding-collision-2026-10-06/context-regression.json

@@ -1,201 +0,0 @@
-{
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-  "references": [
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-  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
-}

benchmarks/rust-worldgen-2026-10-05/scoped-parity.json

@@ -1,307 +0,0 @@
-{
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-  },
-  "references": [
-    {
-      "side": "client",
-      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
-      "output_sha256": "c39201a8d64b2ec12dc08d8eddcb962d336885a749200a0a33c0fefd7910c193",
-      "matched_output_lines": 922238,
-      "biome_export_sha256": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9"
-    },
-    {
-      "side": "server",
-      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
-      "output_sha256": "c39201a8d64b2ec12dc08d8eddcb962d336885a749200a0a33c0fefd7910c193",
-      "matched_output_lines": 922238,
-      "biome_export_sha256": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9"
-    }
-  ],
-  "scope": "Direct normal-noise JSON decoding using the actual pinned vanilla CODEC. Every bundled noise registry resource, explicit/default parameters, empty and full amplitude modifiers, normalization modes, inclusive field bounds with signed-zero comparator ordering, malformed types, null fields, duplicate and ignored keys, decimal/exponent integer truncation and wrapping, signed zero, seeded modern/legacy and Nether construction, octave metadata, range and normalization bits, scalar noise values and parent random state. JSON resource contents stay private. Strict JSON parsing; no claim for Gson's permissive non-JSON syntax. Bundled density registries are also decoded with actual vanilla registry-aware CODECs: named forward references, all bundled function kinds, declared range/axes, raw compilation errors, seeded optimized roots, cache allocation, scalar values, strided bulk values, repeated cache hits and surface-volume errors are compared using RandomState's actual compile context. All seven bundled noise-setting resources contribute their actual eight-field NoiseRouter.CODEC objects to RandomState. Router fields are compiled in declaration order with a shared compiler/context; cache allocation, raw/optimized scalar and repeated strided volume values, successful single-layer surface volumes and invalid surface-volume shapes are compared. Actual RandomState climate sampler binding and quart-to-block coordinate wrapping are checked at ordinary and extreme positions. Float-to-long climate quantization and long-to-float conversion include subnormals, signed zeros, NaNs, infinities, cast saturation and seeded random bit patterns. Actual vanilla Climate.Parameter and ParameterPoint JSON codecs compare scalar, two-element list and min/max object intervals, float endpoint bounds/ordering, required coordinate/offset fields, negative zero, precision-sensitive float parsing, malformed types and duplicate keys. Climate parameter distances, wrapping squared fitness, stable search-tree leaf order and nearest lookup are compared across every supported branching value 2..32, sizes around branch powers, the 65536-entry API bound, duplicates, warm ties, fresh lookups, brute-force lookup and extreme signed-long endpoints/targets. The Rust tree is immutable with per-worker search state instead of hidden thread locals; invalid or degenerate searches return typed errors. Inline arbitrary distance metrics and behavior outside the bounded API are not covered. Built-in Overworld and Nether quantized biome parameter tables are exported independently by each authenticated JAR and required to agree before Rust consumes them. The Rust multi-noise resolver and actual vanilla MultiNoiseBiomeSource compare biome identities through scalar climate queries and prepared bulk quart volumes, including forward/reverse/repeated query order, wrapped extreme origins and shared previous-result state. Biome holder keys in the reference are registration placeholders; no biome property or gameplay behavior is evaluated. The Rust loader reads a Horizon quantized table format, not the vanilla biome codec, and the preset builders themselves have not been ported. Source and private fixture mutations during validation invalidate the report. The two-field 26.3 NoiseSettings codec, create helper and LevelHeightAccessor clamping are also compared across bundled noise members, dimension/alignment bounds, zero/negative runtime heights, disjoint ranges, wrapped integer arithmetic and decimal/exponent integer conversion. Global fluid cutoff selection and the actual disabled Aquifer implementation are compared with original default block-state identities, extreme sea levels/coordinates, signed-zero/subnormal/nonfinite density and counted picker calls; developer fluid-disable behavior is outside the regular-mode corpus. The actual noise-based Aquifer.Config codec and runtime are compared across bundled aquifer settings, modern/legacy world-seeded aquifer factories, synthetic density roots, nondefault water/lava states, cave/void air, nonfinite sampler overrides, strided volume extents, wrapped coordinates, repeated and reversed queries, counted picker calls, sampler call order/values, injected failures and retry state, scheduling flags, populated location/status caches and sorted surface-cache entries. Oversized or wrapped-invalid grid allocations and developer fluid-disable behavior are outside the bounded regular-mode API. Terrain filling is not yet validated. Router, vertical noise and optional aquifer members are decoded from each noise-setting resource; complete NoiseGeneratorSettings, material rules, nonempty world fields, biome registry/codecs and complete chunk biome assignment, generated chunks, gameplay and rendering remain pending. Inline noise holders and general codec behavior beyond the covered fixtures remain pending."
-}

benchmarks/shader-worlds-2026-10-04/live-observations.json

@@ -1,342 +0,0 @@
-{
-  "schema": 1,
-  "measurement": "Shader world activation/startup probes; not FPS or physical M2 measurements",
-  "release": "0.20.0",
-  "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-  "local_source_commit": "99d6aae5e06a3fc9a9a69c433f48f32729776861",
-  "linux_opengl": {
-    "schema": 1,
-    "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-    "architecture": "x86_64",
-    "minecraft": "26.3",
-    "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-    "results": [
-      {
-        "observed_mode": "world",
-        "title_screen_observed": false,
-        "world_loaded": true,
-        "ready_client_ticks": 40,
-        "window_active": true,
-        "overlay_present": false,
-        "overlay_wait_ticks": 79,
-        "heap_max_bytes": 6442450944,
-        "iris_capture_status": "available",
-        "iris_shaders_enabled": true,
-        "shader_required": true,
-        "iris_expected_pack_matches": true,
-        "framebuffer_width": 1280,
-        "framebuffer_height": 800,
-        "sampled_pixels": 4288,
-        "distinct_sampled_rgb": 3777,
-        "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-        "graphics_backend": "OpenGL",
-        "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
-        "private_png_sha256": "1a221bb9bedb21770f08ffcde593539c02d4e7cad48516bf7fad4215d7b14cde",
-        "profile": "cinematic",
-        "preferred_backend": "opengl",
-        "launcher_exit_code": 0,
-        "backend_attempts": [
-          {
-            "backend": "OpenGL",
-            "operation": "load_library",
-            "result": "success"
-          },
-          {
-            "backend": "OpenGL",
-            "operation": "create_device",
-            "result": "success"
-          }
-        ]
-      }
-    ],
-    "limits": [
-      "Short scene startup and nonuniform framebuffer readback only.",
-      "World mode uses the ordinary limited demo; world files remain private.",
-      "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
-      "Vulkan preference can fall back; inspect the observed backend.",
-      "PNG images, assets and full logs remain in the private runtime directory."
-    ]
-  },
-  "linux_vulkan_failure": {
-    "exit_code": 1,
-    "result_count": 0,
-    "java_exception_types": [
-      "java.awt.AWTError",
-      "java.lang.NullPointerException",
-      "java.lang.RuntimeException",
-      "net.minecraft.ReportedException"
-    ],
-    "expected_demo_authentication_errors_observed": true,
-    "backend_attempts": [
-      {
-        "backend": "Vulkan",
-        "operation": "load_library",
-        "result": "success"
-      },
-      {
-        "backend": "Vulkan",
-        "operation": "create_device",
-        "result": "success"
-      }
-    ],
-    "created_devices": [
-      {
-        "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-        "graphics_backend": "Vulkan",
-        "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)"
-      }
-    ],
-    "client_initializer_reached": true,
-    "readback_requested": false,
-    "readback_callback_received": false,
-    "readback_inspections": [],
-    "probe_failure_categories": [],
-    "vulkan_error_codes": [],
-    "fatal_jvm_error": false,
-    "observed_graphics_stack_methods": [
-      "net.minecraft.client.renderer.Lightmap.handler$zzk000$distanthorizons$render",
-      "net.minecraft.client.renderer.Lightmap.render",
-      "net.minecraft.client.renderer.GameRenderer.render"
-    ],
-    "profile": "cinematic",
-    "preferred_backend": "vulkan"
-  },
-  "linux_vulkan_without_dh": {
-    "private_dh_jar_removed": true,
-    "new_demo_world": true,
-    "exit_code": 1,
-    "result_count": 0,
-    "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
-    "failure": {
-      "exit_code": 1,
-      "result_count": 0,
-      "java_exception_types": [
-        "java.lang.AssertionError",
-        "java.lang.RuntimeException"
-      ],
-      "expected_demo_authentication_errors_observed": true,
-      "backend_attempts": [
-        {
-          "backend": "Vulkan",
-          "operation": "load_library",
-          "result": "success"
-        },
-        {
-          "backend": "Vulkan",
-          "operation": "create_device",
-          "result": "success"
-        }
-      ],
-      "created_devices": [
-        {
-          "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
-          "graphics_backend": "Vulkan",
-          "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)"
-        }
-      ],
-      "client_initializer_reached": true,
-      "readback_requested": true,
-      "readback_callback_received": true,
-      "readback_inspections": [
-        {
-          "framebuffer_width": 1280,
-          "framebuffer_height": 800,
-          "sampled_pixels": 4288,
-          "distinct_sampled_rgb": 1804
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-      ],
-      "probe_failure_categories": [
-        "shader_inactive"
-      ],
-      "vulkan_error_codes": [],
-      "fatal_jvm_error": false,
-      "observed_graphics_stack_methods": [
-        "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
-        "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
-        "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
-        "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
-      ]
-    }
-  },
-  "mac_source_commit": "857c5a4aa553f83799631ad48340e43a13c78549",
-  "mac_run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37198566508",
-  "mac_cases": [
-    {
-      "case": [
-        "--profile",
-        "cinematic",
-        "--backend",
-        "opengl",
-        "--world",
-        "--shaders"
-      ],
-      "exit_code": 1,
-      "failure": [
-        {
-          "fixture": "client-graphics",
-          "profile": "cinematic",
-          "completed": false
-        }
-      ]
-    },
-    {
-      "case": [
-        "--profile",
-        "cinematic",
-        "--backend",
-        "vulkan",
-        "--world",
-        "--shaders"
-      ],
-      "exit_code": 1,
-      "failure": [
-        {
-          "fixture": "client-graphics",
-          "profile": "cinematic",
-          "completed": false
-        }
-      ]
-    }
-  ],
-  "limits": [
-    "Linux llvmpipe software renderer; no physical M2 shader performance or native GPU test.",
-    "OpenGL requires actual pinned shader activation and matching runtime pack identity, with nonuniform readback, focused gameplay, saved data and clean exit.",
-    "Linux Vulkan plus DH fails before readback; selected stack locations alone do not establish the root cause.",
-    "Removing DH privately produces an ordinary Vulkan world readback but Iris reports shaders inactive; the required-activation assertion rejects it.",
-    "Both hosted Mac cases hit the 240-second private fixture timeout; earlier diagnostics do not retain stages or waiting state. They do not establish shader compatibility or incompatibility.",
-    "Full logs, raw PNGs, world data, assets and shader ZIPs remain private.",
-    "Diagnostic repeat: OpenGL loads a world but retains a screen before readback; Vulkan initializes its device but records no waiting-state snapshot. Both time out; screen identity and root causes are unknown."
-  ],
-  "mac_diagnostic_repeat": {
-    "source_commit": "ed416c91cf980f136b7431314bccea7f266fe049",
-    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37199837867",
-    "cases": [
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-        "case": [
-          "--profile",
-          "cinematic",
-          "--backend",
-          "opengl",
-          "--world",
-          "--shaders"
-        ],
-        "exit_code": 1,
-        "failure": [
-          {
-            "exit_code": -15,
-            "result_count": 0,
-            "java_exception_types": [
-              "java.lang.IllegalStateException",
-              "java.lang.RuntimeException"
-            ],
-            "expected_demo_authentication_errors_observed": true,
-            "backend_attempts": [
-              {
-                "backend": "OpenGL",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "OpenGL",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ],
-            "created_devices": [
-              {
-                "gpu": "Apple Software Renderer",
-                "graphics_backend": "OpenGL",
-                "graphics_driver": "4.1 APPLE-23.1.1"
-              }
-            ],
-            "client_initializer_reached": true,
-            "readback_requested": false,
-            "readback_callback_received": false,
-            "readback_inspections": [],
-            "last_waiting_state": {
-              "world_loaded": true,
-              "player_present": true,
-              "overlay_present": false,
-              "screen_present": true,
-              "window_active": true,
-              "paused": false,
-              "ready_client_ticks": 0
-            },
-            "probe_failure_categories": [],
-            "vulkan_error_codes": [],
-            "fatal_jvm_error": false,
-            "observed_graphics_stack_methods": [
-              "net.minecraft.client.renderer.LevelRenderer.mixinextras$bridge$renderGroup$135",
-              "net.minecraft.client.renderer.LevelRenderer.wrapOperation$bio000$iris$beginTerrainLayer",
-              "net.minecraft.client.renderer.LevelRenderer.executeSolid",
-              "net.minecraft.client.renderer.LevelRenderer.lambda$addMainPass$0",
-              "com.mojang.blaze3d.framegraph.FrameGraphBuilder.execute",
-              "net.minecraft.client.renderer.LevelRenderer.render",
-              "net.minecraft.client.renderer.GameRenderer.mixinextras$bridge$render$86",
-              "net.minecraft.client.renderer.GameRenderer.wrapOperation$bjf000$iris$renderLevel"
-            ],
-            "fixture": "client-graphics",
-            "profile": "cinematic",
-            "completed": false,
-            "timed_out": true,
-            "timeout_seconds": 240
-          }
-        ]
-      },
-      {
-        "case": [
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-          "cinematic",
-          "--backend",
-          "vulkan",
-          "--world",
-          "--shaders"
-        ],
-        "exit_code": 1,
-        "failure": [
-          {
-            "exit_code": -15,
-            "result_count": 0,
-            "java_exception_types": [
-              "java.lang.RuntimeException"
-            ],
-            "expected_demo_authentication_errors_observed": true,
-            "backend_attempts": [
-              {
-                "backend": "Vulkan",
-                "operation": "load_library",
-                "result": "success"
-              },
-              {
-                "backend": "Vulkan",
-                "operation": "create_device",
-                "result": "success"
-              }
-            ],
-            "created_devices": [
-              {
-                "gpu": "Apple Paravirtual device",
-                "graphics_backend": "Vulkan",
-                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
-              }
-            ],
-            "client_initializer_reached": true,
-            "readback_requested": false,
-            "readback_callback_received": false,
-            "readback_inspections": [],
-            "last_waiting_state": null,
-            "probe_failure_categories": [],
-            "vulkan_error_codes": [],
-            "fatal_jvm_error": false,
-            "observed_graphics_stack_methods": [],
-            "fixture": "client-graphics",
-            "profile": "cinematic",
-            "completed": false,
-            "timed_out": true,
-            "timeout_seconds": 240
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-        ]
-      }
-    ]
-  }
-}

benchmarks/shared-json-buffer-lifetime-20261017.json

@@ -0,0 +1,379 @@
+{
+  "scope": "Assets + BlockFacts + Behaviours loader only; no full startup or first frame",
+  "resources": "/srv/bob-data/horizon/.local/horizon-client/26.3",
+  "repeats": 10,
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+    [
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+    [
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+    [
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+    [
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+    [
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+    [
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+  }
+}

benchmarks/shared-json-decoder-phases-20261017.json

@@ -0,0 +1,176 @@
+{
+  "scope": "Isolated gameplay-facts.json validation/typed decoding; includes JSON file read",
+  "resources": "/srv/bob-data/horizon/.local/horizon-client/26.3",
+  "repeats": 10,
+  "load_averages_before_after": [
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+}

benchmarks/shared-json-five-way-20261017.json

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benchmarks/shared-json-five-way-final-20261017.json

@@ -0,0 +1,582 @@
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+}

benchmarks/shared-json-historical-20261017.json

@@ -0,0 +1,188 @@
+{
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+  "resources": ".local/horizon-client/26.3",
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+}

benchmarks/shared-json-startup-20261017.json

@@ -0,0 +1,93 @@
+{
+  "scope": "Assets + block facts + behaviours loader only; excludes full startup",
+  "resources": ".local/horizon-client/26.3",
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+  "limitations": "Loader-only wall-clock timings under concurrent machine load; not full startup or time to first frame. RSS includes Assets::load."
+}

benchmarks/shared-json-startup-followup-20261017.json

@@ -0,0 +1,227 @@
+{
+  "scope": "Assets + block facts + behaviours loader only; excludes full startup",
+  "resources": ".local/horizon-client/26.3",
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+  "limitations": "Includes Assets::load, BlockFacts, Behaviours; excludes complete client startup, pack/mod root resolution, graphics and first frame. Different modes emulate the original independent, PR #607 at a01d47f2, paired and deferred startup sequences in the same release build. Machine was not idle. Elapsed times show high variance; no statistically established gain between PR, paired and deferred modes."
+}

benchmarks/shared-json-variant-isolation-20261017.json

@@ -0,0 +1,453 @@
+{
+  "scope": "Assets + BlockFacts + Behaviours loader only; no full startup or first frame",
+  "resources": "/srv/bob-data/horizon/.local/horizon-client/26.3",
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+      "current",
+      "reused-sounds",
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+      "mode": "deferred",
+      "sha256": "f1b044cd9ac2f67c644fb40bd7ecbe38128ec739a8112d57fc36f05fe9036a52"
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+      "path": "/srv/bob-data/horizon/.worktrees/shared-block-json-20261017/target/release/examples/shared_json_startup_profile-cd61e11b",
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+}

benchmarks/software-identity-2026-10-04/live-observations.json

@@ -1,160 +0,0 @@
-{
-  "schema": 1,
-  "purpose": "Functional software identity capture, not a performance comparison",
-  "minecraft": "26.3",
-  "platform": "Linux x86_64 software OpenGL",
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-        "[email protected]+fcdff87f02",
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-        "[email protected]",
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-        "[email protected]",
-        "[email protected]+26.3",
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-        "[email protected]",
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-        "[email protected]"
-      ],
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-      "dropped_samples": 0,
-      "samples": 301,
-      "csv_count_matched": true
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-  ],
-  "notes": [
-    "Actual frame and integrated-server tick reports contain identical Java identity and 59 loaded mod versions, captured before each recording starts.",
-    "The short 15-second recording validates metadata and file output only; it is not a valid performance comparison or a Mac result.",
-    "The actual old/new report pair loads in the offline viewer with matching CSV timelines, an explicit Horizon mod-version difference and unknown legacy Java implementation warnings.",
-    "Synthetic changed versions, reordered mod lists, missing legacy identity, escaped mod names and expanded lists at 390px pass offline checks."
-  ]
-}

benchmarks/terrain-position-2026-10-04/exploratory-observations.json

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-              "allocated_bytes": 400
-            },
-            {
-              "cpu_ns": 108573471,
-              "wall_ns": 108571667,
-              "allocated_bytes": 0
-            },
-            {
-              "cpu_ns": 111501423,
-              "wall_ns": 111493145,
-              "allocated_bytes": 0
-            }
-          ]
-        },
-        {
-          "enabled": true,
-          "applied_hook_checked": true,
-          "owners": 30,
-          "queries": 491520,
-          "nonzero": 327049,
-          "lookup_digest": "c9745cc2e7cf6c486a92f87635c87590db61127063970c8a8c7bfb2ef5282cca",
-          "data_fingerprint": -5590987990034711991,
-          "data_unchanged": true,
-          "measured_checks": 6000000,
-          "checksum": 274877907204874744,
-          "allocated_bytes": 400,
-          "cpu_ns": 260347437,
-          "wall_ns": 260362090,
-          "observations": [
-            {
-              "cpu_ns": 74253874,
-              "wall_ns": 74284701,
-              "allocated_bytes": 400
-            },
-            {
-              "cpu_ns": 96313457,
-              "wall_ns": 96305444,
-              "allocated_bytes": 0
-            },
-            {
-              "cpu_ns": 89780106,
-              "wall_ns": 89771945,
-              "allocated_bytes": 0
-            }
-          ]
-        }
-      ]
-    }
-  ],
-  "notes": [
-    "Exploratory fixed-order single forks. Earlier fixture protocols were not committed; warmup and diagnostics differ between groups.",
-    "Current production arithmetic is the same binary in all groups. Only the final protocol is reproducible from source commit c6ec0b5.",
-    "Retains favorable and unfavorable observations; do not combine different protocols into a statistical speedup estimate.",
-    "Not game FPS/RAM, Mac GPU, retained-memory or cross-hardware performance evidence."
-  ]
-}

benchmarks/terrain-position-2026-10-04/linux-applied-hooks.json

@@ -1,88 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "7e0ffb16fbda2117ce3cfe9fc6249ff3c06c63be764207963ba331871ed6fabd",
-  "results": [
-    {
-      "enabled": false,
-      "applied_hook_checked": true,
-      "owners": 30,
-      "queries": 491520,
-      "nonzero": 327049,
-      "lookup_digest": "c9745cc2e7cf6c486a92f87635c87590db61127063970c8a8c7bfb2ef5282cca",
-      "data_fingerprint": -5590987990034711991,
-      "data_unchanged": true,
-      "measured_checks": 6000000,
-      "checksum": 274877907204874744,
-      "allocated_bytes": 400,
-      "cpu_ns": 164904484,
-      "wall_ns": 164901169,
-      "observations": [
-        {
-          "cpu_ns": 59683623,
-          "wall_ns": 59686627,
-          "allocated_bytes": 400
-        },
-        {
-          "cpu_ns": 52733305,
-          "wall_ns": 52727455,
-          "allocated_bytes": 0
-        },
-        {
-          "cpu_ns": 52487556,
-          "wall_ns": 52487087,
-          "allocated_bytes": 0
-        }
-      ]
-    },
-    {
-      "enabled": true,
-      "applied_hook_checked": true,
-      "owners": 30,
-      "queries": 491520,
-      "nonzero": 327049,
-      "lookup_digest": "c9745cc2e7cf6c486a92f87635c87590db61127063970c8a8c7bfb2ef5282cca",
-      "data_fingerprint": -5590987990034711991,
-      "data_unchanged": true,
-      "measured_checks": 6000000,
-      "checksum": 274877907204874744,
-      "allocated_bytes": 400,
-      "cpu_ns": 151660192,
-      "wall_ns": 151647654,
-      "observations": [
-        {
-          "cpu_ns": 56070222,
-          "wall_ns": 56068070,
-          "allocated_bytes": 400
-        },
-        {
-          "cpu_ns": 47850398,
-          "wall_ns": 47843978,
-          "allocated_bytes": 0
-        },
-        {
-          "cpu_ns": 47739572,
-          "wall_ns": 47735606,
-          "allocated_bytes": 0
-        }
-      ]
-    }
-  ],
-  "notes": [
-    "Actual public full-data lookup inside Fabric with generated numeric column data.",
-    "Thirty owners span positive/negative origins and six detail levels; output digests and source fingerprints match.",
-    "The actual redirect method is checked in each mode; source column data remains unchanged.",
-    "Three sequential warmed caller-loop observations are not independent forks; JIT compilation can vary.",
-    "Not whole-game FPS/RAM, rendered-pixel equivalence or a Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "c6ec0b5e14d2ea3546fb8858be4a655634a93387",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37171062262",
-    "job": "portable-mod (ubuntu-latest)",
-    "artifact": "horizon-ubuntu-latest",
-    "command": "python tools/test_terrain_position.py"
-  }
-}

benchmarks/terrain-position-2026-10-04/live-observations.json

@@ -1,126 +0,0 @@
-{
-  "schema": 1,
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "7e0ffb16fbda2117ce3cfe9fc6249ff3c06c63be764207963ba331871ed6fabd",
-  "platform": "Linux x86_64",
-  "graphics": "llvmpipe software OpenGL",
-  "settings": {
-    "heap_bytes": 3221225472,
-    "gc": "G1",
-    "compact_headers": true,
-    "render_distance": 12,
-    "simulation_distance": 12,
-    "lod_radius_chunks": 128,
-    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
-    "terrain_workers": 2,
-    "runtime_ratio": 0.5,
-    "world_difficulty": "PEACEFUL"
-  },
-  "results": [
-    {
-      "profile": "m2-balanced",
-      "position_enabled": false,
-      "elapsed_seconds": 120.557552272,
-      "frame_samples": 221,
-      "tick_samples": 2401,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "frame_stats": {
-        "count": 221,
-        "meanMs": 539.3068458597285,
-        "p50Ms": 512.140615,
-        "p95Ms": 731.515105,
-        "p99Ms": 811.750394,
-        "maxMs": 995.181191,
-        "meanRate": 1.8542319788391781,
-        "lowOnePercentRate": 1.1163478251626853,
-        "over16Ms": 221,
-        "over33Ms": 221,
-        "over50Ms": 221,
-        "over100Ms": 221
-      },
-      "tick_stats": {
-        "count": 2401,
-        "meanMs": 9.190547997917534,
-        "p50Ms": 8.84372,
-        "p95Ms": 16.100883,
-        "p99Ms": 21.297713,
-        "maxMs": 50.24744,
-        "meanRate": 108.8074400162632,
-        "lowOnePercentRate": 34.084420672139515,
-        "over16Ms": 99,
-        "over33Ms": 6,
-        "over50Ms": 1,
-        "over100Ms": 0
-      },
-      "process_rss_peak_sampled_bytes": 2961256448,
-      "launcher_exit_code": 0
-    },
-    {
-      "profile": "terrain-position",
-      "position_enabled": true,
-      "elapsed_seconds": 120.41545128,
-      "frame_samples": 219,
-      "tick_samples": 2401,
-      "excluded_frames": 0,
-      "dropped_samples": 0,
-      "visual_settings_changed": [],
-      "frame_stats": {
-        "count": 219,
-        "meanMs": 543.8858950547946,
-        "p50Ms": 511.34048,
-        "p95Ms": 780.127415,
-        "p99Ms": 989.910492,
-        "maxMs": 1062.14914,
-        "meanRate": 1.8386209480561242,
-        "lowOnePercentRate": 0.9801615082035254,
-        "over16Ms": 219,
-        "over33Ms": 219,
-        "over50Ms": 219,
-        "over100Ms": 219
-      },
-      "tick_stats": {
-        "count": 2401,
-        "meanMs": 9.594661623490213,
-        "p50Ms": 9.152511,
-        "p95Ms": 17.227297,
-        "p99Ms": 25.78339,
-        "maxMs": 56.681493,
-        "meanRate": 104.22462398796237,
-        "lowOnePercentRate": 30.354925598948153,
-        "over16Ms": 143,
-        "over33Ms": 9,
-        "over50Ms": 1,
-        "over100Ms": 0
-      },
-      "process_rss_peak_sampled_bytes": 2989678592,
-      "launcher_exit_code": 0
-    }
-  ],
-  "provenance": {
-    "source_commit": "c6ec0b5e14d2ea3546fb8858be4a655634a93387",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37171062262",
-    "runtime_mod_matches_linux_ci": true,
-    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
-    "initial_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
-    "first_saved_player_position": [
-      -56.5,
-      69.0,
-      55.5
-    ],
-    "first_saved_player_rotation": [
-      141.5,
-      16.950002670288086
-    ]
-  },
-  "notes": [
-    "Fixed-order candidate then control single pair, separate copies of the same private world; approximately 307 seconds from demo-popup dismissal to capture for each. Initial player camera and both first saved camera positions matched.",
-    "Stationary view includes LOD terrain; both recordings have zero paused/unfocused exclusions and matching captured settings apart from the isolated hook. No statistical speed estimate is established.",
-    "Preceding 60-second JFR captures ran separately before the frame recording; JIT/cache/profiling effects are not eliminated.",
-    "Candidate saved, reloaded, saved again and quit; control saved and quit. Both foreground launchers returned 0, with no crash reports or remaining game processes.",
-    "Scene differs from earlier release captures, so comparisons across releases are not valid. Private test-world camera preparation is not included in the mod or release packs.",
-    "No FPS improvement is established. Software rendering dominates this machine; these are functional observations, not Mac, GPU or unified-memory performance results. RSS is process resident memory, not complete GPU/unified RAM."
-  ]
-}

benchmarks/terrain-position-2026-10-04/local-applied-hooks.json

@@ -1,98 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "7e0ffb16fbda2117ce3cfe9fc6249ff3c06c63be764207963ba331871ed6fabd",
-  "results": [
-    {
-      "enabled": false,
-      "applied_hook_checked": true,
-      "owners": 30,
-      "queries": 491520,
-      "nonzero": 327049,
-      "lookup_digest": "c9745cc2e7cf6c486a92f87635c87590db61127063970c8a8c7bfb2ef5282cca",
-      "data_fingerprint": -5590987990034711991,
-      "data_unchanged": true,
-      "measured_checks": 6000000,
-      "checksum": 274877907204874744,
-      "allocated_bytes": 400,
-      "cpu_ns": 331478729,
-      "wall_ns": 331596880,
-      "observations": [
-        {
-          "cpu_ns": 111403835,
-          "wall_ns": 111532068,
-          "allocated_bytes": 400
-        },
-        {
-          "cpu_ns": 108573471,
-          "wall_ns": 108571667,
-          "allocated_bytes": 0
-        },
-        {
-          "cpu_ns": 111501423,
-          "wall_ns": 111493145,
-          "allocated_bytes": 0
-        }
-      ]
-    },
-    {
-      "enabled": true,
-      "applied_hook_checked": true,
-      "owners": 30,
-      "queries": 491520,
-      "nonzero": 327049,
-      "lookup_digest": "c9745cc2e7cf6c486a92f87635c87590db61127063970c8a8c7bfb2ef5282cca",
-      "data_fingerprint": -5590987990034711991,
-      "data_unchanged": true,
-      "measured_checks": 6000000,
-      "checksum": 274877907204874744,
-      "allocated_bytes": 400,
-      "cpu_ns": 260347437,
-      "wall_ns": 260362090,
-      "observations": [
-        {
-          "cpu_ns": 74253874,
-          "wall_ns": 74284701,
-          "allocated_bytes": 400
-        },
-        {
-          "cpu_ns": 96313457,
-          "wall_ns": 96305444,
-          "allocated_bytes": 0
-        },
-        {
-          "cpu_ns": 89780106,
-          "wall_ns": 89771945,
-          "allocated_bytes": 0
-        }
-      ]
-    }
-  ],
-  "notes": [
-    "Actual public full-data lookup inside Fabric with generated numeric column data.",
-    "Thirty owners span positive/negative origins and six detail levels; output digests and source fingerprints match.",
-    "The actual redirect method is checked in each mode; source column data remains unchanged.",
-    "Three sequential warmed caller-loop observations are not independent forks; JIT compilation can vary.",
-    "Not whole-game FPS/RAM, rendered-pixel equivalence or a Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "c6ec0b5e14d2ea3546fb8858be4a655634a93387",
-    "command": "python tools/test_terrain_position.py",
-    "protocol": {
-      "initial_warmup_checks": 10000000,
-      "initial_compilation_wait_ms": 1000,
-      "observation_count": 3,
-      "per_observation_warmup_checks": 4000000,
-      "per_observation_compilation_wait_ms": 200,
-      "per_observation_measured_checks": 2000000,
-      "run_order": [
-        false,
-        true
-      ],
-      "compiler_diagnostics": false
-    }
-  }
-}

benchmarks/terrain-read-2026-10-04/linux-applied-hooks.json

@@ -1,43 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "c506982631880604513de8ef85e3b4461fbb898702e60b4a6f74ca3b3d4a687f",
-  "results": [
-    {
-      "enabled": false,
-      "applied_io_worker_checked": true,
-      "ordinary_join_checked": true,
-      "shared_future_preserved": true,
-      "exception_identity_checked": true,
-      "completed_interrupt_checked": true,
-      "cancelled_completion_checked": true,
-      "preinterrupted_pending_checked": true
-    },
-    {
-      "enabled": true,
-      "applied_io_worker_checked": true,
-      "ordinary_join_checked": true,
-      "shared_future_preserved": true,
-      "exception_identity_checked": true,
-      "completed_interrupt_checked": true,
-      "cancelled_completion_checked": true,
-      "preinterrupted_pending_checked": true
-    }
-  ],
-  "notes": [
-    "Actual game IOWorker under Fabric, with controlled cached blending-read futures.",
-    "DH worker interruption releases only its waiter; the shared future remains consumable.",
-    "Ordinary callers retain join behavior; completed values, cancellation and exception identity are checked.",
-    "This is a shutdown correctness fixture, not an FPS or world-generation throughput benchmark."
-  ],
-  "provenance": {
-    "source_commit": "9a1b22aa56f58a3ee39a3564be859a662d2beedc",
-    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37166150119",
-    "job": "portable-mod (ubuntu-latest)",
-    "artifact": "horizon-ubuntu-latest",
-    "command": "python tools/test_terrain_read.py"
-  }
-}

benchmarks/terrain-read-2026-10-04/local-applied-hooks.json

@@ -1,41 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "original_mod_sha256": "c506982631880604513de8ef85e3b4461fbb898702e60b4a6f74ca3b3d4a687f",
-  "results": [
-    {
-      "enabled": false,
-      "applied_io_worker_checked": true,
-      "ordinary_join_checked": true,
-      "shared_future_preserved": true,
-      "exception_identity_checked": true,
-      "completed_interrupt_checked": true,
-      "cancelled_completion_checked": true,
-      "preinterrupted_pending_checked": true
-    },
-    {
-      "enabled": true,
-      "applied_io_worker_checked": true,
-      "ordinary_join_checked": true,
-      "shared_future_preserved": true,
-      "exception_identity_checked": true,
-      "completed_interrupt_checked": true,
-      "cancelled_completion_checked": true,
-      "preinterrupted_pending_checked": true
-    }
-  ],
-  "notes": [
-    "Actual game IOWorker under Fabric, with controlled cached blending-read futures.",
-    "DH worker interruption releases only its waiter; the shared future remains consumable.",
-    "Ordinary callers retain join behavior; completed values, cancellation and exception identity are checked.",
-    "This is a shutdown correctness fixture, not an FPS or world-generation throughput benchmark."
-  ],
-  "provenance": {
-    "source_commit": "9a1b22aa56f58a3ee39a3564be859a662d2beedc",
-    "environment": "local Linux x64 software graphics; actual Fabric fixture",
-    "command": "python tools/test_terrain_read.py"
-  }
-}

benchmarks/tick-membership-2026-10-04/linux-applied-hooks.json

@@ -1,41 +0,0 @@
-{
-  "schema": 1,
-  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
-  "architecture": "x86_64",
-  "minecraft": "26.3",
-  "distant_horizons": "3.3.4",
-  "results": [
-    {
-      "enabled": false,
-      "allocated_bytes": 245760208,
-      "cpu_ns": 423649902,
-      "wall_ns": 481491629,
-      "nodes_per_tick": 512,
-      "measured_ticks": 20000,
-      "verified_transitions": 6000,
-      "checksum": 10240000
-    },
-    {
-      "enabled": true,
-      "allocated_bytes": 208,
-      "cpu_ns": 185922780,
-      "wall_ns": 192151484,
-      "nodes_per_tick": 512,
-      "measured_ticks": 20000,
-      "verified_transitions": 6000,
-      "checksum": 10240000
-    }
-  ],
-  "notes": [
-    "Actual publisher tick holder under Fabric, warmed with preallocated nodes and a reused action list.",
-    "Checks duplicate/null membership, enable/disable precedence, published iteration order and clear boundaries.",
-    "Only private membership checks change; action collections and traversal remain upstream.",
-    "CPU and allocation measure the calling thread in one isolated loop; no statistical speed claim.",
-    "Not a game FPS, visible terrain completion, whole-game RAM or Mac GPU benchmark."
-  ],
-  "provenance": {
-    "source_commit": "e091816ce06686d64d0f7a181a42701aa67e5bf7",
-    "ci_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37162939262",
-    "artifact": "horizon-ubuntu-latest"
-  }
-}

benchmarks/worker-pacing-2026-10-03/macos-26.txt

@@ -1,14 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Darwin 25.6.0 arm64; logical CPUs 3
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.346; 1643.771 ms; worker allocation 1403064 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.514; 1061.526 ms; worker allocation 15456 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.466; 1238.603 ms; worker allocation 1449704 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.063; 11385.730 ms; worker allocation 204024 bytes
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.703; 785.293 ms; worker allocation 1417064 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.509; 1097.416 ms; worker allocation 14496 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.431; 1293.360 ms; worker allocation 1529184 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.065; 10727.658 ms; worker allocation 198104 bytes
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.620; 896.747 ms; worker allocation 1490864 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.518; 1062.565 ms; worker allocation 13096 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.605; 975.086 ms; worker allocation 1450064 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.060; 11976.557 ms; worker allocation 196840 bytes

benchmarks/worker-pacing-2026-10-03/ubuntu-latest.txt

@@ -1,14 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 1.000; 578.014 ms; worker allocation 1450616 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.525; 1041.454 ms; worker allocation 64976 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.976; 591.683 ms; worker allocation 1451744 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.076; 10349.493 ms; worker allocation 145264 bytes
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 1.000; 577.632 ms; worker allocation 1451096 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.523; 1043.863 ms; worker allocation 65120 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.977; 591.337 ms; worker allocation 1410264 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.076; 10334.845 ms; worker allocation 124264 bytes
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.987; 583.777 ms; worker allocation 1490096 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.524; 1038.102 ms; worker allocation 64656 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.952; 606.495 ms; worker allocation 1408464 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.076; 10346.209 ms; worker allocation 165856 bytes

benchmarks/worker-pacing-2026-10-03/windows-latest.txt

@@ -1,14 +0,0 @@
-Java openjdk 25.0.4.1 2026-08-18 LTS
-Platform Windows 2025Server AMD64; logical CPUs 4
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.952; 557.784 ms; worker allocation 1491496 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.556; 1038.982 ms; worker allocation 17776 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.852; 623.419 ms; worker allocation 1410384 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.078; 10247.387 ms; worker allocation 214896 bytes
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.998; 548.088 ms; worker allocation 1489616 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.574; 1034.032 ms; worker allocation 15096 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.867; 630.903 ms; worker allocation 1449664 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.078; 10266.232 ms; worker allocation 214904 bytes
-upstream requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.996; 549.301 ms; worker allocation 1448456 bytes
-precise requested ratio 0.500; 50000 tasks of 10000 ns; worker CPU/wall 0.452; 1036.321 ms; worker allocation 13776 bytes
-upstream requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.971; 563.129 ms; worker allocation 1409664 bytes
-precise requested ratio 0.050; 50000 tasks of 10000 ns; worker CPU/wall 0.100; 10276.324 ms; worker allocation 214744 bytes

crates/cargo-horizon-mod/Cargo.toml

@@ -0,0 +1,14 @@
+[package]
+name = "cargo-horizon-mod"
+version = "0.1.0"
+edition.workspace = true
+license.workspace = true
+rust-version = "1.86"
+description = "cargo horizon-mod new/build/run: make Horizon mods in Rust (docs/mods.md)"
+
+[dependencies]
+horizon-mods = { path = "../horizon-mods", default-features = false, features = ["pack"] }
+serde_json = "1.0.151"
+
+[lints]
+workspace = true

crates/cargo-horizon-mod/src/main.rs

@@ -0,0 +1,201 @@
+//! `cargo horizon-mod`: make Horizon mods in Rust (`docs/mods.md`).
+//!
+//! - `new <path> [--name "Name"] [--sdk-path <dir>]`: a mod crate from the template.
+//! - `build [--debug]`: the `.hmod` in `target/horizon-mod/`.
+//! - `run [--game <horizon-client>] [-- <game args>]`: build, then play with
+//!   the mod; run `build` again and the game reloads it.
+use horizon_mods::{
+    Manifest, Package,
+    manifest::{MANIFEST, component_imports, componentize},
+};
+use std::{
+    path::{Path, PathBuf},
+    process::{Command, ExitCode, Stdio},
+};
+
+const TARGET: &str = "wasm32-unknown-unknown";
+const SDK_GIT: &str = "{ git = \"https://github.com/ludovic111/horizon\" }";
+
+fn main() -> ExitCode {
+    // Cargo runs `cargo-horizon-mod horizon-mod <args>`.
+    let mut args: Vec<String> = std::env::args().skip(1).collect();
+    if args.first().is_some_and(|a| a == "horizon-mod") {
+        args.remove(0);
+    }
+    let result = match args.first().map(String::as_str) {
+        Some("new") => new(&args[1..]),
+        Some("build") => build(!args.iter().any(|a| a == "--debug")).map(|p| {
+            println!("Built {}", p.display());
+        }),
+        Some("run") => run(&args[1..]),
+        _ => Err("usage: cargo horizon-mod new <path> | build [--debug] | run [--game <horizon-client>] [-- <game args>]".into()),
+    };
+    match result {
+        Ok(()) => ExitCode::SUCCESS,
+        Err(e) => {
+            eprintln!("error: {e}");
+            ExitCode::FAILURE
+        }
+    }
+}
+
+/// The value after `flag` in `args`.
+fn flag<'a>(args: &'a [String], flag: &str) -> Option<&'a str> {
+    let i = args.iter().position(|a| a == flag)?;
+    args.get(i + 1).map(String::as_str)
+}
+
+fn new(args: &[String]) -> Result<(), String> {
+    let path = args
+        .first()
+        .filter(|a| !a.starts_with("--"))
+        .ok_or("cargo horizon-mod new <path>")?;
+    let dir = Path::new(path);
+    if dir.exists() {
+        return Err(format!("{} already exists", dir.display()));
+    }
+    let base = dir
+        .file_name()
+        .and_then(|n| n.to_str())
+        .ok_or("the path needs a folder name")?;
+    let id: String = base
+        .chars()
+        .map(|c| {
+            if c.is_ascii_alphanumeric() {
+                c.to_ascii_lowercase()
+            } else {
+                '_'
+            }
+        })
+        .collect();
+    let name = flag(args, "--name").map_or_else(|| base.replace(['-', '_'], " "), str::to_string);
+    let sdk = match flag(args, "--sdk-path") {
+        Some(p) => {
+            let p = std::fs::canonicalize(p).map_err(|e| format!("--sdk-path {p}: {e}"))?;
+            format!("{{ path = {:?} }}", p.display().to_string())
+        }
+        None => SDK_GIT.to_string(),
+    };
+    let fill = |t: &str| {
+        t.replace("{crate}", &id.replace('_', "-"))
+            .replace("{id}", &id)
+            .replace("{name}", &name)
+            .replace("{sdk}", &sdk)
+    };
+    let files = [
+        ("Cargo.toml", include_str!("../template/Cargo.toml.in")),
+        (MANIFEST, include_str!("../template/horizon-mod.toml")),
+        ("src/lib.rs", include_str!("../template/src/lib.rs")),
+        (".gitignore", include_str!("../template/gitignore")),
+    ];
+    for (file, text) in files {
+        let to = dir.join(file);
+        std::fs::create_dir_all(to.parent().expect("a file in the mod"))
+            .map_err(|e| e.to_string())?;
+        std::fs::write(&to, fill(text)).map_err(|e| format!("{}: {e}", to.display()))?;
+    }
+    Manifest::parse(&std::fs::read_to_string(dir.join(MANIFEST)).map_err(|e| e.to_string())?)?;
+    println!(
+        "Created {} (mod id {id}). Next: cd {path} && cargo horizon-mod run",
+        dir.display()
+    );
+    Ok(())
+}
+
+/// Builds the crate in the current folder and packs `target/horizon-mod/<id>.hmod`.
+fn build(release: bool) -> Result<PathBuf, String> {
+    let manifest_text = std::fs::read_to_string(MANIFEST)
+        .map_err(|e| format!("{MANIFEST}: {e} (run this in a mod's folder)"))?;
+    let manifest = Manifest::parse(&manifest_text)?;
+    let cargo = std::env::var("CARGO").unwrap_or_else(|_| "cargo".into());
+    let mut cmd = Command::new(cargo);
+    cmd.args([
+        "build",
+        "--lib",
+        "--target",
+        TARGET,
+        "--message-format=json-render-diagnostics",
+    ]);
+    if release {
+        cmd.arg("--release");
+    }
+    let out = cmd
+        .stderr(Stdio::inherit())
+        .output()
+        .map_err(|e| e.to_string())?;
+    if !out.status.success() {
+        return Err(format!(
+            "cargo build failed (is the target installed? rustup target add {TARGET})"
+        ));
+    }
+    let core = String::from_utf8_lossy(&out.stdout)
+        .lines()
+        .filter_map(|l| serde_json::from_str::<serde_json::Value>(l).ok())
+        .filter(|m| m["reason"] == "compiler-artifact")
+        .flat_map(|m| m["filenames"].as_array().cloned().unwrap_or_default())
+        .filter_map(|f| f.as_str().map(PathBuf::from))
+        .rfind(|f| f.extension().is_some_and(|e| e == "wasm"))
+        .ok_or("the build made no .wasm: is the crate a cdylib?")?;
+    let wasm = componentize(&std::fs::read(&core).map_err(|e| e.to_string())?)?;
+    // The game refuses a component importing capabilities the manifest lacks.
+    manifest.check_imports(component_imports(&wasm)?.iter().map(String::as_str))?;
+    let target_dir = core.ancestors().nth(3).ok_or("unexpected target folder")?;
+    let dir = target_dir.join("horizon-mod");
+    std::fs::create_dir_all(&dir).map_err(|e| e.to_string())?;
+    let path = dir.join(format!("{}.hmod", manifest.id));
+    // Write then rename, so a running game never reads half a file.
+    let partial = path.with_extension("hmod.partial");
+    std::fs::write(&partial, Package::write(&manifest_text, &wasm)?).map_err(|e| e.to_string())?;
+    std::fs::rename(&partial, &path).map_err(|e| e.to_string())?;
+    Ok(path)
+}
+
+fn run(args: &[String]) -> Result<(), String> {
+    let path = build(true)?;
+    let game = flag(args, "--game")
+        .map(str::to_string)
+        .or_else(|| std::env::var("HORIZON_CLIENT").ok())
+        .unwrap_or_else(|| "horizon-client".into());
+    let extra = args.iter().skip_while(|a| *a != "--").skip(1);
+    println!(
+        "Starting {game} with {} (rebuild with `cargo horizon-mod build` to reload it)",
+        path.display()
+    );
+    let status = Command::new(&game)
+        .arg("--dev-mod")
+        .arg(&path)
+        .args(extra)
+        .status()
+        .map_err(|e| {
+            format!("{game}: {e} (pass --game <path to horizon-client> or set HORIZON_CLIENT)")
+        })?;
+    status
+        .success()
+        .then_some(())
+        .ok_or_else(|| format!("the game exited with {status}"))
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn the_template_is_a_valid_mod() {
+        let dir = std::env::temp_dir().join(format!("horizon-mod-new-{}", std::process::id()));
+        let path = dir.join("My-Mod");
+        new(&[path.display().to_string(), "--name".into(), "My Mod".into()]).unwrap();
+        let manifest =
+            Manifest::parse(&std::fs::read_to_string(path.join(MANIFEST)).unwrap()).unwrap();
+        assert_eq!(
+            (manifest.id.as_str(), manifest.name.as_str()),
+            ("my_mod", "My Mod")
+        );
+        let cargo = std::fs::read_to_string(path.join("Cargo.toml")).unwrap();
+        assert!(cargo.contains("name = \"my-mod\"") && cargo.contains(SDK_GIT));
+        assert!(
+            new(&[path.display().to_string()]).is_err(),
+            "never overwrites"
+        );
+        std::fs::remove_dir_all(&dir).unwrap();
+    }
+}

crates/cargo-horizon-mod/template/Cargo.toml.in

@@ -0,0 +1,14 @@
+[package]
+name = "{crate}"
+version = "0.1.0"
+edition = "2024"
+
+[lib]
+crate-type = ["cdylib"]
+
+[dependencies]
+horizon-mod-sdk = {sdk}
+
+[profile.release]
+opt-level = "s"
+lto = true

crates/cargo-horizon-mod/template/gitignore

@@ -0,0 +1 @@
+/target

crates/cargo-horizon-mod/template/horizon-mod.toml

@@ -0,0 +1,12 @@
+id = "{id}"
+name = "{name}"
+version = "0.1.0"
+description = ""
+authors = []
+# The Horizon mod API the SDK targets.
+api = "0.1"
+# client: runs in the player's game.
+side = "client"
+# What the mod may do, shown to players before they turn it on:
+# game-read (position, health, time), chat (show messages), hud (draw text).
+capabilities = ["chat"]

crates/cargo-horizon-mod/template/src/lib.rs

@@ -0,0 +1,19 @@
+use horizon_mod_sdk::{Mod, Registration, chat};
+
+struct MyMod {
+    greeted: u32,
+}
+
+impl Mod for MyMod {
+    fn init() -> Result<(Self, Registration), String> {
+        Ok((MyMod { greeted: 0 }, Registration::new().command("hello")))
+    }
+
+    fn command(&mut self, _name: &str, args: &str) -> Result<Option<String>, String> {
+        self.greeted += 1;
+        chat::show(&format!("Hello {args}! ({} so far)", self.greeted));
+        Ok(None)
+    }
+}
+
+horizon_mod_sdk::export_mod!(MyMod);

crates/horizon-assets/src/resolve.rs

@@ -50,29 +50,47 @@ impl ModelLibrary {
     /// A library that also knows `builtin/generated`, the parent of every
     /// flat item model; the native client registers it as a special model.
     pub fn with_item_generator(mut models: BTreeMap<String, CuboidModel>) -> Result<Self> {
-        models.insert(
-            GENERATED_MODEL.to_owned(),
-            CuboidModel {
-                parent: None,
-                ambient_occlusion: None,
-                gui_light: Some(GuiLight::Front),
-                textures: BTreeMap::from([(
-                    "particle".to_owned(),
-                    TextureSlot::Reference("layer0".to_owned()),
-                )]),
-                elements: None,
-                display: None,
-            },
-        );
+        models.insert(GENERATED_MODEL.to_owned(), Self::item_generator_model());
         Self::new(models)
     }
+    /// Register the item built-in while reusing already decoded resources.
+    pub fn with_shared_item_generator(
+        mut models: BTreeMap<String, Arc<CuboidModel>>,
+    ) -> Result<Self> {
+        models.insert(
+            GENERATED_MODEL.to_owned(),
+            Arc::new(Self::item_generator_model()),
+        );
+        Self::from_shared(models)
+    }
+    fn item_generator_model() -> CuboidModel {
+        CuboidModel {
+            parent: None,
+            ambient_occlusion: None,
+            gui_light: Some(GuiLight::Front),
+            textures: BTreeMap::from([(
+                "particle".to_owned(),
+                TextureSlot::Reference("layer0".to_owned()),
+            )]),
+            elements: None,
+            display: None,
+        }
+    }
     pub fn new(models: BTreeMap<String, CuboidModel>) -> Result<Self> {
+        Self::from_models(
+            models
+                .into_iter()
+                .map(|(name, model)| (name, Arc::new(model))),
+        )
+    }
+    /// Build an immutable resolution view without copying model geometry.
+    pub fn from_shared(models: BTreeMap<String, Arc<CuboidModel>>) -> Result<Self> {
+        Self::from_models(models)
+    }
+    fn from_models(models: impl IntoIterator<Item = (String, Arc<CuboidModel>)>) -> Result<Self> {
         let mut decoded = BTreeMap::new();
         for (name, model) in models {
-            if decoded
-                .insert(identifier(&name)?, Arc::new(model))
-                .is_some()
-            {
+            if decoded.insert(identifier(&name)?, model).is_some() {
                 return Err(error("duplicate normalized model identifier"));
             }
         }

crates/horizon-bench/Cargo.toml

@@ -0,0 +1,10 @@
+[package]
+name = "horizon-bench"
+version = "0.1.0"
+edition = "2021"
+license = "MIT"
+description = "The benchmark report format (docs/benchmark-report.md), shared by the game, the launcher and the upload"
+
+[dependencies]
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"

crates/horizon-bench/src/hardware.rs

@@ -0,0 +1,259 @@
+//! The machine a report was measured on. CPU, RAM and OS are detected here; the GPU and the display
+//! come from the program that rendered (the game knows its adapter, the launcher its window).
+
+use std::process::Command;
+
+use serde::{Deserialize, Serialize};
+
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct Hardware {
+    /// `macos`, `linux`, `windows`.
+    pub os: String,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub os_version: Option<String>,
+    pub arch: String,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub cpu: Option<String>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub cpu_threads: Option<usize>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub ram_mb: Option<u64>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub gpu: Option<Gpu>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub display: Option<Display>,
+}
+
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct Gpu {
+    pub name: String,
+    pub vendor: String,
+    pub driver: String,
+    /// `metal`, `vulkan`, `dx12`, `gl`.
+    pub backend: String,
+    /// `integrated`, `discrete`, `virtual`, `cpu`, `other`.
+    pub kind: String,
+}
+
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct Display {
+    /// Physical pixels.
+    pub width: u32,
+    pub height: u32,
+    pub scale: f64,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub refresh_hz: Option<u32>,
+}
+
+impl Hardware {
+    pub fn detect() -> Hardware {
+        Hardware {
+            os: std::env::consts::OS.to_owned(),
+            os_version: os_version(),
+            arch: std::env::consts::ARCH.to_owned(),
+            cpu: cpu(),
+            cpu_threads: std::thread::available_parallelism().ok().map(|n| n.get()),
+            ram_mb: ram_bytes().map(|b| b >> 20),
+            gpu: None,
+            display: None,
+        }
+    }
+}
+
+/// The one-minute load average: above about the number of threads the machine was busy.
+pub fn load_average() -> Option<f64> {
+    if cfg!(target_os = "macos") {
+        // "{ 1.23 1.10 1.00 }"
+        output("sysctl", &["-n", "vm.loadavg"])?
+            .trim_start_matches('{')
+            .split_whitespace()
+            .next()?
+            .parse()
+            .ok()
+    } else {
+        std::fs::read_to_string("/proc/loadavg")
+            .ok()?
+            .split_whitespace()
+            .next()?
+            .parse()
+            .ok()
+    }
+}
+
+/// `ac` or `battery`; `None` where it can't be read (and on machines without a battery on Linux).
+pub fn power_source() -> Option<&'static str> {
+    if cfg!(target_os = "macos") {
+        let batt = output("pmset", &["-g", "batt"])?;
+        return Some(if batt.contains("'Battery Power'") {
+            "battery"
+        } else {
+            "ac"
+        });
+    }
+    let mut on_battery = None;
+    for entry in std::fs::read_dir("/sys/class/power_supply").ok()?.flatten() {
+        let read =
+            |name: &str| std::fs::read_to_string(entry.path().join(name)).unwrap_or_default();
+        match read("type").trim() {
+            "Mains" if read("online").trim() == "1" => return Some("ac"),
+            "Battery" => on_battery = Some("battery"),
+            _ => {}
+        }
+    }
+    on_battery
+}
+
+/// Resident memory of a process, in bytes (macOS, Linux).
+pub fn rss_bytes(pid: u32) -> Option<u64> {
+    if cfg!(target_os = "macos") {
+        return output("ps", &["-o", "rss=", "-p", &pid.to_string()])?
+            .parse::<u64>()
+            .ok()
+            .map(|kb| kb * 1024);
+    }
+    let status = std::fs::read_to_string(format!("/proc/{pid}/status")).ok()?;
+    let line = status.lines().find(|l| l.starts_with("VmRSS:"))?;
+    line.split_whitespace()
+        .nth(1)?
+        .parse::<u64>()
+        .ok()
+        .map(|kb| kb * 1024)
+}
+
+/// CPU time a process has used, user and system, in seconds (macOS, Linux).
+pub fn cpu_seconds(pid: u32) -> Option<f64> {
+    if cfg!(target_os = "macos") {
+        // "[[dd-]hh:]mm:ss.cc"
+        let time = output("ps", &["-o", "time=", "-p", &pid.to_string()])?;
+        let (rest, days) = match time.split_once('-') {
+            Some((d, rest)) => (rest.to_owned(), d.parse::<f64>().ok()?),
+            None => (time, 0.0),
+        };
+        let seconds = rest.split(':').try_fold(0.0, |acc, part| {
+            part.parse::<f64>().ok().map(|v| acc * 60.0 + v)
+        })?;
+        return Some(days * 86_400.0 + seconds);
+    }
+    // utime and stime, fields 14 and 15, in clock ticks (100 per second on Linux).
+    let stat = std::fs::read_to_string(format!("/proc/{pid}/stat")).ok()?;
+    let fields: Vec<&str> = stat.rsplit_once(')')?.1.split_whitespace().collect();
+    let ticks: f64 = fields.get(11)?.parse::<f64>().ok()? + fields.get(12)?.parse::<f64>().ok()?;
+    Some(ticks / 100.0)
+}
+
+fn output(program: &str, args: &[&str]) -> Option<String> {
+    let out = Command::new(program).args(args).output().ok()?;
+    let text = String::from_utf8(out.stdout).ok()?.trim().to_owned();
+    (out.status.success() && !text.is_empty()).then_some(text)
+}
+
+#[cfg(target_os = "macos")]
+fn os_version() -> Option<String> {
+    output("sw_vers", &["-productVersion"])
+}
+
+#[cfg(target_os = "macos")]
+fn cpu() -> Option<String> {
+    output("sysctl", &["-n", "machdep.cpu.brand_string"])
+}
+
+#[cfg(target_os = "macos")]
+fn ram_bytes() -> Option<u64> {
+    output("sysctl", &["-n", "hw.memsize"])?.parse().ok()
+}
+
+#[cfg(target_os = "linux")]
+fn os_version() -> Option<String> {
+    let release = std::fs::read_to_string("/etc/os-release").ok()?;
+    let name = key_value(&release, "PRETTY_NAME", '=')?
+        .trim_matches('"')
+        .to_owned();
+    Some(match output("uname", &["-r"]) {
+        Some(kernel) => format!("{name} (kernel {kernel})"),
+        None => name,
+    })
+}
+
+#[cfg(target_os = "linux")]
+fn cpu() -> Option<String> {
+    let info = std::fs::read_to_string("/proc/cpuinfo").ok()?;
+    // x86 names the CPU per core; ARM boards name the machine once.
+    key_value(&info, "model name", ':')
+        .or_else(|| key_value(&info, "Model", ':'))
+        .map(str::to_owned)
+}
+
+#[cfg(target_os = "linux")]
+fn ram_bytes() -> Option<u64> {
+    let info = std::fs::read_to_string("/proc/meminfo").ok()?;
+    let kb = key_value(&info, "MemTotal", ':')?
+        .trim_end_matches("kB")
+        .trim();
+    kb.parse::<u64>().ok().map(|kb| kb * 1024)
+}
+
+#[cfg(target_os = "linux")]
+fn key_value<'a>(text: &'a str, key: &str, sep: char) -> Option<&'a str> {
+    text.lines().find_map(|line| {
+        let (k, v) = line.split_once(sep)?;
+        (k.trim() == key).then(|| v.trim())
+    })
+}
+
+#[cfg(target_os = "windows")]
+fn os_version() -> Option<String> {
+    output("cmd", &["/C", "ver"])
+}
+
+#[cfg(target_os = "windows")]
+fn cpu() -> Option<String> {
+    std::env::var("PROCESSOR_IDENTIFIER").ok()
+}
+
+#[cfg(target_os = "windows")]
+fn ram_bytes() -> Option<u64> {
+    let out = output(
+        "powershell",
+        &[
+            "-NoProfile",
+            "-Command",
+            "(Get-CimInstance Win32_ComputerSystem).TotalPhysicalMemory",
+        ],
+    )?;
+    out.parse().ok()
+}
+
+#[cfg(not(any(target_os = "macos", target_os = "linux", target_os = "windows")))]
+fn os_version() -> Option<String> {
+    None
+}
+
+#[cfg(not(any(target_os = "macos", target_os = "linux", target_os = "windows")))]
+fn cpu() -> Option<String> {
+    None
+}
+
+#[cfg(not(any(target_os = "macos", target_os = "linux", target_os = "windows")))]
+fn ram_bytes() -> Option<u64> {
+    None
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn detects_this_machine() {
+        let hw = Hardware::detect();
+        assert_eq!(hw.os, std::env::consts::OS);
+        assert!(hw.cpu_threads.unwrap() >= 1);
+        if cfg!(any(target_os = "macos", target_os = "linux")) {
+            assert!(hw.cpu.is_some(), "{hw:?}");
+            assert!(hw.ram_mb.unwrap() > 256, "{hw:?}");
+            assert!(hw.os_version.is_some(), "{hw:?}");
+            assert!(load_average().is_some());
+            assert!(rss_bytes(std::process::id()).unwrap() > 1 << 20);
+            assert!(cpu_seconds(std::process::id()).unwrap() >= 0.0);
+        }
+    }
+}

crates/horizon-bench/src/lib.rs

@@ -0,0 +1,457 @@
+//! The benchmark report format, version 1 (docs/benchmark-report.md).
+//!
+//! One JSON file per run, the same for the game, the launcher and `tools/perf_bench.py`: the local log
+//! a player can attach, and, with consent, what the telemetry upload sends ([`Report::for_upload`]).
+//! It holds summaries and fixed-edge histogram counts, never raw frame streams.
+
+use std::collections::BTreeMap;
+use std::io;
+use std::path::{Path, PathBuf};
+use std::time::{SystemTime, UNIX_EPOCH};
+
+use serde::{Deserialize, Serialize};
+
+mod hardware;
+
+pub use hardware::{cpu_seconds, load_average, power_source, rss_bytes, Display, Gpu, Hardware};
+
+pub const FORMAT: &str = "horizon-benchmark-report";
+pub const VERSION: u32 = 1;
+
+/// Lower edges of the frame-time histogram buckets, in milliseconds; the last bucket is 1000 ms and
+/// over. Fixed by the format version so histograms from any number of reports add up.
+pub const HISTOGRAM_EDGES_MS: [f64; 24] = [
+    0.0, 1.0, 2.0, 3.0, 4.17, 5.0, 6.0, 7.0, 8.33, 10.0, 12.0, 14.0, 16.67, 20.0, 25.0, 33.33,
+    40.0, 50.0, 66.67, 100.0, 150.0, 250.0, 500.0, 1000.0,
+];
+
+#[derive(Clone, Copy, Debug, PartialEq, Eq, Serialize, Deserialize)]
+#[serde(rename_all = "lowercase")]
+pub enum Kind {
+    Game,
+    Launcher,
+}
+
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct App {
+    pub name: String,
+    pub version: String,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub commit: Option<String>,
+    #[serde(default, skip_serializing_if = "Vec::is_empty")]
+    pub mods: Vec<Mod>,
+}
+
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct Mod {
+    pub name: String,
+    pub version: String,
+}
+
+/// What has to match for two reports to be compared. Every field is optional.
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct Conditions {
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub scenario: Option<String>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub seed: Option<String>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub render_distance: Option<u32>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub simulation_distance: Option<u32>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub window: Option<[u32; 2]>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub vsync: Option<bool>,
+    /// Absent: unlimited.
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub fps_cap: Option<u32>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub offscreen: Option<bool>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub repeats: Option<u32>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub warmup_s: Option<f64>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub power: Option<String>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub load_avg_1m: Option<f64>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub backend: Option<String>,
+}
+
+/// A measurement over a run's repeats.
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct Summary {
+    pub n: usize,
+    pub mean: f64,
+    /// Sample standard deviation; `None` for a single value.
+    pub stdev: Option<f64>,
+    pub min: f64,
+    pub max: f64,
+    /// Half-width of the 95% confidence interval of the mean (Student's t); `None` for a single value.
+    pub ci95: Option<f64>,
+}
+
+impl Summary {
+    /// `None` for no values.
+    pub fn of(values: &[f64]) -> Option<Summary> {
+        let n = values.len();
+        if n == 0 {
+            return None;
+        }
+        let mean = values.iter().sum::<f64>() / n as f64;
+        let (stdev, ci95) = if n > 1 {
+            let var = values.iter().map(|v| (v - mean).powi(2)).sum::<f64>() / (n - 1) as f64;
+            let sd = var.sqrt();
+            (Some(sd), Some(t95(n - 1) * sd / (n as f64).sqrt()))
+        } else {
+            (None, None)
+        };
+        Some(Summary {
+            n,
+            mean: round(mean),
+            stdev: stdev.map(round),
+            min: round(values.iter().copied().fold(f64::INFINITY, f64::min)),
+            max: round(values.iter().copied().fold(f64::NEG_INFINITY, f64::max)),
+            ci95: ci95.map(round),
+        })
+    }
+}
+
+/// Two-sided 95% critical value of Student's t for `df` degrees of freedom.
+fn t95(df: usize) -> f64 {
+    const TABLE: [f64; 30] = [
+        12.706, 4.303, 3.182, 2.776, 2.571, 2.447, 2.365, 2.306, 2.262, 2.228, 2.201, 2.179, 2.160,
+        2.145, 2.131, 2.120, 2.110, 2.101, 2.093, 2.086, 2.080, 2.074, 2.069, 2.064, 2.060, 2.056,
+        2.052, 2.048, 2.045, 2.042,
+    ];
+    TABLE.get(df.wrapping_sub(1)).copied().unwrap_or(1.96)
+}
+
+/// One measured phase of one repeat.
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct Frames {
+    pub phase: String,
+    pub repeat: u32,
+    pub frames: usize,
+    pub seconds: f64,
+    pub avg_fps: f64,
+    pub low_1pct_fps: f64,
+    pub low_01pct_fps: f64,
+    pub p50_ms: f64,
+    pub p95_ms: f64,
+    pub p99_ms: f64,
+    pub p999_ms: f64,
+    pub max_ms: f64,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub cpu_p50_ms: Option<f64>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub gpu_p50_ms: Option<f64>,
+    /// Frame counts per bucket of [`HISTOGRAM_EDGES_MS`].
+    pub histogram: Vec<u64>,
+}
+
+impl Frames {
+    /// The figures of a phase from its frame times in milliseconds (time between the starts of
+    /// consecutive frames); `None` for no frames. CPU and GPU times are per frame too, when measured.
+    pub fn of(
+        phase: &str,
+        repeat: u32,
+        frame_ms: &[f32],
+        cpu_ms: &[f32],
+        gpu_ms: &[f32],
+    ) -> Option<Frames> {
+        let times = sorted(frame_ms);
+        let n = times.len();
+        if n == 0 {
+            return None;
+        }
+        let total: f64 = times.iter().sum();
+        // The average frame time of the slowest `share` of frames, as frames per second.
+        let low = |share: f64| {
+            let slowest = &times[n - ((n as f64 * share).ceil() as usize).max(1)..];
+            1000.0 * slowest.len() as f64 / slowest.iter().sum::<f64>()
+        };
+        let mut histogram = vec![0; HISTOGRAM_EDGES_MS.len()];
+        for &t in &times {
+            histogram[HISTOGRAM_EDGES_MS.partition_point(|&edge| edge <= t).max(1) - 1] += 1;
+        }
+        Some(Frames {
+            phase: phase.to_owned(),
+            repeat,
+            frames: n,
+            seconds: round(total / 1000.0),
+            avg_fps: round(n as f64 * 1000.0 / total),
+            low_1pct_fps: round(low(0.01)),
+            low_01pct_fps: round(low(0.001)),
+            p50_ms: round(percentile(&times, 0.5)),
+            p95_ms: round(percentile(&times, 0.95)),
+            p99_ms: round(percentile(&times, 0.99)),
+            p999_ms: round(percentile(&times, 0.999)),
+            max_ms: round(times[n - 1]),
+            cpu_p50_ms: (!cpu_ms.is_empty()).then(|| round(percentile(&sorted(cpu_ms), 0.5))),
+            gpu_p50_ms: (!gpu_ms.is_empty()).then(|| round(percentile(&sorted(gpu_ms), 0.5))),
+            histogram,
+        })
+    }
+}
+
+fn sorted(ms: &[f32]) -> Vec<f64> {
+    let mut v: Vec<f64> = ms
+        .iter()
+        .map(|&m| f64::from(m))
+        .filter(|m| m.is_finite())
+        .collect();
+    v.sort_by(f64::total_cmp);
+    v
+}
+
+/// Three decimals: plenty for milliseconds and FPS, short in JSON, and parsed back exactly.
+fn round(v: f64) -> f64 {
+    (v * 1000.0).round() / 1000.0
+}
+
+/// Nearest-rank percentile of sorted, non-empty values.
+fn percentile(sorted: &[f64], p: f64) -> f64 {
+    let n = sorted.len();
+    sorted[((n as f64 * p).ceil() as usize).clamp(1, n) - 1]
+}
+
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct Report {
+    pub format: String,
+    pub version: u32,
+    pub kind: Kind,
+    /// When the run ended, UTC, `YYYY-MM-DDTHH:MM:SSZ`.
+    pub created: String,
+    pub app: App,
+    pub hardware: Hardware,
+    #[serde(default)]
+    pub conditions: Conditions,
+    /// Scalar measurements by name; the unit is the name's suffix (`_ms`, `_mb`...).
+    #[serde(default)]
+    pub metrics: BTreeMap<String, Summary>,
+    #[serde(default)]
+    pub frames: Vec<Frames>,
+    /// Local only: a name the person running it chose.
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub label: Option<String>,
+    /// Local only: logs the run wrote next to the report.
+    #[serde(default, skip_serializing_if = "Vec::is_empty")]
+    pub local: Vec<PathBuf>,
+}
+
+impl Report {
+    /// An empty report for this machine, created now.
+    pub fn new(kind: Kind, app: App) -> Report {
+        Report {
+            format: FORMAT.to_owned(),
+            version: VERSION,
+            kind,
+            created: utc_now(),
+            app,
+            hardware: Hardware::detect(),
+            conditions: Conditions::default(),
+            metrics: BTreeMap::new(),
+            frames: Vec::new(),
+            label: None,
+            local: Vec::new(),
+        }
+    }
+
+    /// Records a measurement over the repeats; no values records nothing.
+    pub fn metric(&mut self, name: &str, values: &[f64]) {
+        if let Some(summary) = Summary::of(values) {
+            self.metrics.insert(name.to_owned(), summary);
+        }
+    }
+
+    /// Reads a report, rejecting other formats and newer versions.
+    pub fn parse(json: &str) -> Result<Report, String> {
+        let report: Report = serde_json::from_str(json).map_err(|e| e.to_string())?;
+        if report.format != FORMAT {
+            return Err(format!(
+                "not a benchmark report: format {:?}",
+                report.format
+            ));
+        }
+        if report.version > VERSION {
+            return Err(format!(
+                "report version {} is newer than {VERSION}",
+                report.version
+            ));
+        }
+        Ok(report)
+    }
+
+    /// The report without its local-only fields, dated to the day: what an upload sends.
+    pub fn for_upload(&self) -> Report {
+        let day = self.created.get(..10).unwrap_or_default();
+        Report {
+            label: None,
+            local: Vec::new(),
+            created: format!("{day}T00:00:00Z"),
+            ..self.clone()
+        }
+    }
+
+    pub fn to_json(&self) -> String {
+        serde_json::to_string_pretty(self).expect("a report always serializes")
+    }
+
+    /// Writes `<dir>/<kind>-<created>-<scenario>.json` and returns its path.
+    pub fn write_to(&self, dir: &Path) -> io::Result<PathBuf> {
+        std::fs::create_dir_all(dir)?;
+        let kind = match self.kind {
+            Kind::Game => "game",
+            Kind::Launcher => "launcher",
+        };
+        let stamp: String = self.created.chars().filter(char::is_ascii_digit).collect();
+        let scenario: String = self
+            .conditions
+            .scenario
+            .as_deref()
+            .unwrap_or("run")
+            .chars()
+            .map(|c| {
+                if c.is_ascii_alphanumeric() || c == '-' {
+                    c
+                } else {
+                    '_'
+                }
+            })
+            .collect();
+        let path = dir.join(format!("{kind}-{stamp}-{scenario}.json"));
+        std::fs::write(&path, self.to_json() + "\n")?;
+        Ok(path)
+    }
+}
+
+/// The current time, UTC, `YYYY-MM-DDTHH:MM:SSZ`.
+pub fn utc_now() -> String {
+    let secs = SystemTime::now()
+        .duration_since(UNIX_EPOCH)
+        .map_or(0, |d| d.as_secs());
+    utc(secs)
+}
+
+fn utc(secs: u64) -> String {
+    let (days, rem) = (secs / 86_400, secs % 86_400);
+    // Civil date from days since 1970-01-01 (Howard Hinnant's algorithm).
+    let z = days as i64 + 719_468;
+    let era = z.div_euclid(146_097);
+    let doe = z - era * 146_097;
+    let yoe = (doe - doe / 1460 + doe / 36_524 - doe / 146_096) / 365;
+    let doy = doe - (365 * yoe + yoe / 4 - yoe / 100);
+    let mp = (5 * doy + 2) / 153;
+    let day = doy - (153 * mp + 2) / 5 + 1;
+    let month = if mp < 10 { mp + 3 } else { mp - 9 };
+    let year = yoe + era * 400 + i64::from(month <= 2);
+    format!(
+        "{year:04}-{month:02}-{day:02}T{:02}:{:02}:{:02}Z",
+        rem / 3600,
+        rem / 60 % 60,
+        rem % 60
+    )
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn utc_dates() {
+        assert_eq!(utc(0), "1970-01-01T00:00:00Z");
+        assert_eq!(utc(951_782_400), "2000-02-29T00:00:00Z");
+        assert_eq!(utc(1_791_983_007), "2026-10-14T13:03:27Z");
+    }
+
+    #[test]
+    fn summary_of_repeats() {
+        assert_eq!(Summary::of(&[]), None);
+        let one = Summary::of(&[5.0]).unwrap();
+        assert_eq!((one.n, one.mean, one.stdev, one.ci95), (1, 5.0, None, None));
+        let s = Summary::of(&[2.0, 4.0, 6.0]).unwrap();
+        assert_eq!((s.mean, s.min, s.max), (4.0, 2.0, 6.0));
+        assert_eq!(s.stdev, Some(2.0));
+        assert_eq!(s.ci95, Some(4.969), "4.303 * 2 / sqrt(3)");
+    }
+
+    #[test]
+    fn frame_figures_and_histogram() {
+        // 998 frames of 2 ms, one of 20 ms, one of 1500 ms.
+        let mut ms = vec![2.0f32; 998];
+        ms.extend([20.0, 1500.0]);
+        let f = Frames::of("flight", 0, &ms, &[], &[]).unwrap();
+        assert_eq!(f.frames, 1000);
+        assert_eq!(f.seconds, 3.516);
+        assert_eq!((f.p50_ms, f.p999_ms, f.max_ms), (2.0, 20.0, 1500.0));
+        // Slowest 1% = 10 frames: 8 of 2 ms, 20 ms, 1500 ms.
+        assert_eq!(f.low_1pct_fps, 6.51, "1000 * 10 / 1536");
+        // Slowest 0.1% = the 1500 ms frame.
+        assert_eq!(f.low_01pct_fps, 0.667);
+        assert_eq!(f.histogram.len(), HISTOGRAM_EDGES_MS.len());
+        assert_eq!(f.histogram[2], 998, "2 ms falls in [2, 3)");
+        assert_eq!(f.histogram[13], 1, "20 ms falls in [20, 25)");
+        assert_eq!(f.histogram[23], 1, "1500 ms falls in [1000, inf)");
+        assert_eq!(f.histogram.iter().sum::<u64>(), 1000);
+        assert_eq!((f.cpu_p50_ms, f.gpu_p50_ms), (None, None));
+        assert_eq!(Frames::of("x", 0, &[], &[], &[]), None);
+    }
+
+    #[test]
+    fn round_trip_and_upload_strips_local_fields() {
+        let mut r = Report::new(
+            Kind::Game,
+            App {
+                name: "horizon-client".into(),
+                version: "0.1.0".into(),
+                ..App::default()
+            },
+        );
+        r.conditions.scenario = Some("flight".into());
+        r.metric("startup.title_ms", &[800.0, 820.0]);
+        r.frames
+            .extend(Frames::of("village", 0, &[2.0, 3.0], &[1.0], &[]));
+        r.label = Some("my run".into());
+        r.local.push("/home/someone/logs/latest.log".into());
+        let back = Report::parse(&r.to_json()).unwrap();
+        assert_eq!(back, r);
+        r.created = "2026-10-15T14:03:27Z".into();
+        let upload = r.for_upload();
+        assert_eq!(upload.created, "2026-10-15T00:00:00Z", "the day only");
+        let upload = upload.to_json();
+        assert!(
+            !upload.contains("my run") && !upload.contains("someone"),
+            "{upload}"
+        );
+    }
+
+    #[test]
+    fn rejects_other_formats_and_newer_versions() {
+        let r = Report::new(Kind::Launcher, App::default());
+        let newer = r.to_json().replace("\"version\": 1", "\"version\": 2");
+        assert!(Report::parse(&newer).unwrap_err().contains("newer"));
+        let other = r.to_json().replace(FORMAT, "something-else");
+        assert!(Report::parse(&other).is_err());
+    }
+
+    #[test]
+    fn writes_into_a_folder() {
+        let dir = std::env::temp_dir().join(format!("horizon-bench-test-{}", std::process::id()));
+        let mut r = Report::new(Kind::Launcher, App::default());
+        r.created = "2026-10-15T14:03:27Z".into();
+        r.conditions.scenario = Some("cold start".into());
+        let path = r.write_to(&dir).unwrap();
+        assert_eq!(
+            path.file_name().unwrap(),
+            "launcher-20261015140327-cold_start.json"
+        );
+        assert_eq!(
+            Report::parse(&std::fs::read_to_string(&path).unwrap()).unwrap(),
+            r
+        );
+        std::fs::remove_dir_all(dir).unwrap();
+    }
+}

crates/horizon-bots/Cargo.toml

@@ -0,0 +1,14 @@
+[package]
+name = "horizon-bots"
+version = "0.1.0"
+edition.workspace = true
+license.workspace = true
+rust-version.workspace = true
+description = "Load-test bots for Minecraft Java Edition 26.3 servers (docs/server.md, section 9)"
+
+[dependencies]
+horizon-protocol = { path = "../horizon-protocol" }
+serde_json = "1.0.151"
+
+[lints]
+workspace = true

crates/horizon-bots/src/main.rs

@@ -0,0 +1,589 @@
+//! `horizon-bots`: load-test bots for any Minecraft Java Edition 26.3 server, vanilla, Paper or Horizon
+//! (docs/server.md, section 9). Each bot logs in offline, goes through configuration as vanilla's client
+//! does, answers keep-alives and pings, accepts teleports, acknowledges chunk batches, and moves at 20 Hz.
+//!
+//! Bots fly a little above the ground, so the server must give them creative mode (`gamemode=creative`
+//! and `force-gamemode=true`): they never touch blocks, so they need no world of their own, and no server
+//! can refuse their moves for walking into terrain. Every behaviour is deterministic from `--seed`.
+//!
+//!   horizon-bots --server 127.0.0.1:25565 --bots 25 --behaviour mixed --seconds 360 --report bots.json
+//!
+//! It prints one JSON line a second (bots online, chunks received) and writes a summary with `--report`.
+
+use horizon_protocol::{
+    PROTOCOL_VERSION,
+    buf::{Reader, Writer},
+    connection::{ConnWriter, Connection},
+    crypto::offline_uuid,
+    ids,
+    packets::{
+        Empty, configuration,
+        handshake::{self, Intention},
+        login::{self, ServerHello},
+        play,
+    },
+};
+use serde_json::json;
+use std::{
+    sync::{
+        Arc, Mutex,
+        atomic::{AtomicBool, AtomicU64, Ordering},
+    },
+    thread,
+    time::{Duration, Instant},
+};
+
+const HELP: &str = "\
+horizon-bots: load-test bots for a Minecraft Java Edition 26.3 server (offline mode, creative)
+
+  --server HOST:PORT     default 127.0.0.1:25565
+  --bots N               default 10
+  --behaviour B          idle, walk, explore or mixed (60 % walk, 20 % explore, 20 % idle); default mixed
+  --join-every SECONDS   default 1
+  --seconds N            how long to run after the first bot joins; default 60
+  --view-distance N      what the bots ask for; default 10
+  --seed N               default 12345
+  --name PREFIX          bot names: PREFIX0, PREFIX1...; default Bot
+  --report FILE          a JSON summary at the end
+";
+
+#[derive(Clone, Copy, Debug, PartialEq)]
+enum Behaviour {
+    Idle,
+    Walk,
+    Explore,
+}
+
+impl Behaviour {
+    fn name(self) -> &'static str {
+        match self {
+            Self::Idle => "idle",
+            Self::Walk => "walk",
+            Self::Explore => "explore",
+        }
+    }
+}
+
+struct Options {
+    host: String,
+    port: u16,
+    bots: usize,
+    behaviour: String,
+    join_every: f64,
+    seconds: u64,
+    view_distance: i8,
+    seed: u64,
+    name: String,
+    report: Option<String>,
+}
+
+fn options() -> Result<Options, String> {
+    let mut o = Options {
+        host: "127.0.0.1".into(),
+        port: 25565,
+        bots: 10,
+        behaviour: "mixed".into(),
+        join_every: 1.0,
+        seconds: 60,
+        view_distance: 10,
+        seed: 12345,
+        name: "Bot".into(),
+        report: None,
+    };
+    let mut args = std::env::args().skip(1);
+    while let Some(arg) = args.next() {
+        if arg == "-h" || arg == "--help" {
+            print!("{HELP}");
+            std::process::exit(0);
+        }
+        let value = args.next().ok_or(format!("{arg} needs a value"))?;
+        let number = |what: &str| format!("{arg} needs {what}, not {value:?}");
+        match arg.as_str() {
+            "--server" => {
+                let (host, port) = value.rsplit_once(':').unwrap_or((&value, "25565"));
+                o.host = host.into();
+                o.port = port.parse().map_err(|_| number("a port"))?;
+            }
+            "--bots" => o.bots = value.parse().map_err(|_| number("a number"))?,
+            "--behaviour" => o.behaviour = value,
+            "--join-every" => o.join_every = value.parse().map_err(|_| number("seconds"))?,
+            "--seconds" => o.seconds = value.parse().map_err(|_| number("seconds"))?,
+            "--view-distance" => o.view_distance = value.parse().map_err(|_| number("2 to 32"))?,
+            "--seed" => o.seed = value.parse().map_err(|_| number("a number"))?,
+            "--name" => o.name = value,
+            "--report" => o.report = Some(value),
+            _ => return Err(format!("unknown option {arg}; --help lists them")),
+        }
+    }
+    if !["idle", "walk", "explore", "mixed"].contains(&o.behaviour.as_str()) {
+        return Err(format!(
+            "--behaviour {}: use idle, walk, explore or mixed",
+            o.behaviour
+        ));
+    }
+    Ok(o)
+}
+
+/// What one bot is doing, shared between its reader and its ticks.
+#[derive(Default)]
+struct Bot {
+    online: AtomicBool,
+    chunks: AtomicU64,
+    /// Where the server last put the bot (a teleport), to start from.
+    teleport: Mutex<Option<[f64; 3]>>,
+    error: Mutex<Option<String>>,
+    joined_after_ms: AtomicU64,
+}
+
+/// A small deterministic generator (SplitMix64), so every run moves the bots the same way.
+struct Random(u64);
+impl Random {
+    fn next(&mut self) -> u64 {
+        self.0 = self.0.wrapping_add(0x9E37_79B9_7F4A_7C15);
+        let mut z = self.0;
+        z = (z ^ (z >> 30)).wrapping_mul(0xBF58_476D_1CE4_E5B9);
+        z = (z ^ (z >> 27)).wrapping_mul(0x94D0_49BB_1331_11EB);
+        z ^ (z >> 31)
+    }
+    fn unit(&mut self) -> f64 {
+        (self.next() >> 11) as f64 / (1u64 << 53) as f64
+    }
+}
+
+fn raw(id: i32, write: impl FnOnce(&mut Writer)) -> Vec<u8> {
+    let mut w = Writer::new();
+    w.varint(id);
+    write(&mut w);
+    w.data
+}
+
+fn err(e: impl std::fmt::Display) -> String {
+    e.to_string()
+}
+
+/// Handshake, offline login and configuration; returns the connection in the play state.
+fn join(o: &Options, name: &str) -> Result<Connection, String> {
+    let mut c = Connection::connect(&o.host, o.port, Duration::from_secs(10)).map_err(err)?;
+    c.send(
+        &handshake::Serverbound::Intention(Intention {
+            protocol: PROTOCOL_VERSION,
+            host: o.host.clone(),
+            port: o.port,
+            intent: handshake::LOGIN,
+        })
+        .encode(),
+    )
+    .map_err(err)?;
+    c.send(
+        &login::Serverbound::Hello(ServerHello {
+            name: name.into(),
+            uuid: offline_uuid(name),
+        })
+        .encode(),
+    )
+    .map_err(err)?;
+    loop {
+        let (id, body) = c.recv().map_err(err)?;
+        match login::Clientbound::decode(id, &body).map_err(err)? {
+            login::Clientbound::Compression(p) => c.set_compression(p.threshold),
+            login::Clientbound::LoginFinished(_) => {
+                c.send(&login::Serverbound::LoginAcknowledged(Empty).encode())
+                    .map_err(err)?;
+                break;
+            }
+            login::Clientbound::Disconnect(p) => return Err(format!("refused: {}", p.reason_json)),
+            login::Clientbound::Hello(_) => {
+                return Err("the server is in online mode; bots need online-mode=false".into());
+            }
+            login::Clientbound::CustomQuery(p) => c
+                .send(
+                    &login::Serverbound::CustomQueryAnswer(login::CustomQueryAnswer {
+                        transaction: p.transaction,
+                        payload: None,
+                    })
+                    .encode(),
+                )
+                .map_err(err)?,
+            login::Clientbound::CookieRequest(p) => c
+                .send(
+                    &login::Serverbound::CookieResponse(login::CookieResponse {
+                        key: p.key,
+                        payload: None,
+                    })
+                    .encode(),
+                )
+                .map_err(err)?,
+            login::Clientbound::Unknown(..) => {}
+        }
+    }
+    use ids::configuration::clientbound as cb;
+    c.send(
+        &configuration::Serverbound::ClientInformation(configuration::ClientInformation::new(
+            o.view_distance,
+        ))
+        .encode(),
+    )
+    .map_err(err)?;
+    loop {
+        let (id, body) = c.recv().map_err(err)?;
+        let reply = match id {
+            cb::SELECT_KNOWN_PACKS
+            | cb::KEEP_ALIVE
+            | cb::PING
+            | cb::CODE_OF_CONDUCT
+            | cb::COOKIE_REQUEST
+            | cb::DISCONNECT
+            | cb::FINISH_CONFIGURATION => {
+                match configuration::Clientbound::decode(id, &body).map_err(err)? {
+                    configuration::Clientbound::SelectKnownPacks(p) => {
+                        configuration::Serverbound::SelectKnownPacks(p)
+                    }
+                    configuration::Clientbound::KeepAlive(p) => {
+                        configuration::Serverbound::KeepAlive(p)
+                    }
+                    configuration::Clientbound::Ping(p) => configuration::Serverbound::Pong(p),
+                    configuration::Clientbound::CodeOfConduct(_) => {
+                        configuration::Serverbound::AcceptCodeOfConduct(Empty)
+                    }
+                    configuration::Clientbound::CookieRequest(p) => {
+                        configuration::Serverbound::CookieResponse(configuration::CookieResponse {
+                            key: p.key,
+                            payload: None,
+                        })
+                    }
+                    configuration::Clientbound::Disconnect(_) => {
+                        return Err("disconnected during configuration".into());
+                    }
+                    configuration::Clientbound::FinishConfiguration(_) => {
+                        c.send(&configuration::Serverbound::FinishConfiguration(Empty).encode())
+                            .map_err(err)?;
+                        return Ok(c);
+                    }
+                    _ => continue,
+                }
+            }
+            _ => continue,
+        };
+        c.send(&reply.encode()).map_err(err)?;
+    }
+}
+
+/// Reads the play state: answers what a client must answer, counts chunks, records teleports.
+fn read(
+    mut reader: horizon_protocol::connection::ConnReader,
+    writer: Arc<Mutex<ConnWriter>>,
+    bot: Arc<Bot>,
+) {
+    use ids::play::clientbound as cb;
+    use ids::play::serverbound as sb;
+    let send = |body: Vec<u8>| writer.lock().unwrap().send(&body);
+    loop {
+        let (id, body) = match reader.recv() {
+            Ok(packet) => packet,
+            Err(e) => {
+                if bot.online.swap(false, Ordering::SeqCst) {
+                    *bot.error.lock().unwrap() = Some(e.to_string());
+                }
+                return;
+            }
+        };
+        let mut r = Reader::new(&body);
+        let sent = match id {
+            cb::KEEP_ALIVE => match r.i64() {
+                Ok(v) => send(raw(sb::KEEP_ALIVE, |w| w.i64(v))),
+                Err(_) => Ok(()),
+            },
+            cb::PING => match r.i32() {
+                Ok(v) => send(raw(sb::PONG, |w| w.i32(v))),
+                Err(_) => Ok(()),
+            },
+            cb::LEVEL_CHUNK_WITH_LIGHT => {
+                bot.chunks.fetch_add(1, Ordering::Relaxed);
+                Ok(())
+            }
+            cb::CHUNK_BATCH_FINISHED => send(
+                play::Serverbound::ChunkBatchReceived(play::ChunkBatchReceived {
+                    chunks_per_tick: 25.0,
+                })
+                .encode(),
+            ),
+            cb::PLAYER_POSITION => match play::Clientbound::decode(id, &body) {
+                Ok(play::Clientbound::PlayerPosition(p)) => {
+                    let mut at = bot.teleport.lock().unwrap();
+                    let previous = at.unwrap_or([0.0; 3]);
+                    // Relative flags: X 1, Y 2, Z 4.
+                    let pos: [f64; 3] = std::array::from_fn(|i| {
+                        if p.relatives & (1 << i) != 0 {
+                            previous[i] + p.position[i]
+                        } else {
+                            p.position[i]
+                        }
+                    });
+                    *at = Some(pos);
+                    send(
+                        play::Serverbound::AcceptTeleportation(play::AcceptTeleportation {
+                            id: p.teleport,
+                            x: pos[0],
+                            y: pos[1],
+                            z: pos[2],
+                            yaw: p.yaw,
+                            pitch: p.pitch,
+                        })
+                        .encode(),
+                    )
+                }
+                _ => Ok(()),
+            },
+            cb::DISCONNECT | cb::START_CONFIGURATION => {
+                bot.online.store(false, Ordering::SeqCst);
+                *bot.error.lock().unwrap() = Some(if id == cb::DISCONNECT {
+                    format!(
+                        "disconnected: {}",
+                        String::from_utf8_lossy(&body)
+                            .chars()
+                            .filter(|c| !c.is_control())
+                            .collect::<String>()
+                    )
+                } else {
+                    "sent back to configuration".into()
+                });
+                return;
+            }
+            _ => Ok(()),
+        };
+        if sent.is_err() {
+            bot.online.store(false, Ordering::SeqCst);
+            return;
+        }
+    }
+}
+
+/// One bot: join, then move every 50 ms until `until`.
+fn run_bot(
+    o: Arc<Options>,
+    index: usize,
+    behaviour: Behaviour,
+    bot: Arc<Bot>,
+    until: Arc<Mutex<Option<Instant>>>,
+) {
+    let name = format!("{}{index}", o.name);
+    let asked = Instant::now();
+    let connection = match join(&o, &name) {
+        Ok(c) => c,
+        Err(e) => {
+            *bot.error.lock().unwrap() = Some(e);
+            return;
+        }
+    };
+    let (reader, writer) = connection.split();
+    let writer = Arc::new(Mutex::new(writer));
+    bot.online.store(true, Ordering::SeqCst);
+    {
+        let (writer, bot) = (writer.clone(), bot.clone());
+        thread::spawn(move || read(reader, writer, bot));
+    }
+    use ids::play::serverbound as sb;
+    // Wait for the spawn position.
+    let spawn = loop {
+        if let Some(at) = *bot.teleport.lock().unwrap() {
+            break at;
+        }
+        if !bot.online.load(Ordering::SeqCst) || asked.elapsed() > Duration::from_secs(60) {
+            if bot.error.lock().unwrap().is_none() {
+                *bot.error.lock().unwrap() = Some("no spawn position within 60 s".into());
+            }
+            return;
+        }
+        thread::sleep(Duration::from_millis(20));
+    };
+    bot.joined_after_ms
+        .store(asked.elapsed().as_millis() as u64, Ordering::SeqCst);
+    let send = |body: Vec<u8>| writer.lock().unwrap().send(&body).is_ok();
+    send(raw(sb::PLAYER_LOADED, |_| {}));
+    let mut random = Random(o.seed ^ (index as u64).wrapping_mul(0x2545_F491_4F6C_DD1D));
+    let mut pos = spawn;
+    let cruise = spawn[1] + 24.0;
+    let heading = random.unit() * std::f64::consts::TAU;
+    let mut target = pos;
+    let mut next = Instant::now();
+    loop {
+        if until.lock().unwrap().is_some_and(|u| Instant::now() >= u)
+            || !bot.online.load(Ordering::SeqCst)
+        {
+            break;
+        }
+        // A teleport from the server wins over where the bot thought it was.
+        if let Some(at) = bot.teleport.lock().unwrap().take() {
+            pos = at;
+        }
+        if pos[1] < cruise {
+            pos[1] = (pos[1] + 0.5).min(cruise);
+        } else {
+            match behaviour {
+                Behaviour::Idle => {}
+                Behaviour::Walk => {
+                    let (dx, dz) = (target[0] - pos[0], target[2] - pos[2]);
+                    let distance = dx.hypot(dz);
+                    if distance < 1.0 {
+                        let angle = random.unit() * std::f64::consts::TAU;
+                        let reach = 8.0 + random.unit() * 40.0;
+                        target = [
+                            spawn[0] + angle.cos() * reach,
+                            cruise,
+                            spawn[2] + angle.sin() * reach,
+                        ];
+                    } else {
+                        // Sprinting: 5.6 blocks a second.
+                        let step = 0.28_f64.min(distance);
+                        pos[0] += dx / distance * step;
+                        pos[2] += dz / distance * step;
+                    }
+                }
+                Behaviour::Explore => {
+                    // Flying fast in creative: about 22 blocks a second, which keeps new chunks coming.
+                    pos[0] += heading.cos() * 1.1;
+                    pos[2] += heading.sin() * 1.1;
+                }
+            }
+        }
+        let ok = send(
+            play::Serverbound::MovePlayerPos(play::MovePlayerPos {
+                x: pos[0],
+                y: pos[1],
+                z: pos[2],
+                flags: 0,
+            })
+            .encode(),
+        ) && send(raw(sb::CLIENT_TICK_END, |_| {}));
+        if !ok {
+            bot.online.store(false, Ordering::SeqCst);
+            break;
+        }
+        next += Duration::from_millis(50);
+        let now = Instant::now();
+        if next > now {
+            thread::sleep(next - now);
+        } else if now - next > Duration::from_secs(1) {
+            next = now;
+        }
+    }
+    // Offline first, so the reader doesn't count the closed connection as a failure.
+    bot.online.store(false, Ordering::SeqCst);
+    writer.lock().unwrap().shutdown();
+}
+
+fn behaviour_of(mode: &str, index: usize) -> Behaviour {
+    match mode {
+        "idle" => Behaviour::Idle,
+        "walk" => Behaviour::Walk,
+        "explore" => Behaviour::Explore,
+        // mixed: of every five bots, three walk, one explores, one stands.
+        _ => match index % 5 {
+            0 | 2 | 4 => Behaviour::Walk,
+            1 => Behaviour::Explore,
+            _ => Behaviour::Idle,
+        },
+    }
+}
+
+fn main() {
+    let o = match options() {
+        Ok(o) => Arc::new(o),
+        Err(e) => {
+            eprintln!("horizon-bots: {e}");
+            std::process::exit(2);
+        }
+    };
+    let start = Instant::now();
+    let until: Arc<Mutex<Option<Instant>>> = Arc::new(Mutex::new(None));
+    let bots: Vec<Arc<Bot>> = (0..o.bots).map(|_| Arc::new(Bot::default())).collect();
+    let launcher = {
+        let (o, bots, until) = (o.clone(), bots.clone(), until.clone());
+        thread::spawn(move || {
+            let mut handles = Vec::new();
+            for (i, bot) in bots.iter().enumerate() {
+                let (o2, bot, until) = (o.clone(), bot.clone(), until.clone());
+                let behaviour = behaviour_of(&o.behaviour, i);
+                handles.push(thread::spawn(move || run_bot(o2, i, behaviour, bot, until)));
+                thread::sleep(Duration::from_secs_f64(o.join_every));
+            }
+            handles
+        })
+    };
+    // The run lasts --seconds after the first bot is in.
+    let mut previous_chunks = 0;
+    let mut first = None;
+    loop {
+        thread::sleep(Duration::from_secs(1));
+        let online = bots
+            .iter()
+            .filter(|b| b.online.load(Ordering::SeqCst))
+            .count();
+        let chunks: u64 = bots.iter().map(|b| b.chunks.load(Ordering::Relaxed)).sum();
+        let failed = bots
+            .iter()
+            .filter(|b| b.error.lock().unwrap().is_some())
+            .count();
+        if first.is_none() && online > 0 {
+            first = Some(Instant::now());
+            *until.lock().unwrap() = Some(Instant::now() + Duration::from_secs(o.seconds));
+        }
+        println!(
+            "{}",
+            json!({
+                "t": start.elapsed().as_secs(),
+                "online": online,
+                "failed": failed,
+                "chunks": chunks,
+                "chunks_per_second": chunks - previous_chunks,
+            })
+        );
+        previous_chunks = chunks;
+        let over = until.lock().unwrap().is_some_and(|u| Instant::now() >= u);
+        let all_failed = failed == o.bots;
+        if over || all_failed || (first.is_none() && start.elapsed() > Duration::from_secs(120)) {
+            *until.lock().unwrap() = Some(Instant::now());
+            break;
+        }
+    }
+    for handle in launcher.join().unwrap_or_default() {
+        let _ = handle.join();
+    }
+    let summary = json!({
+        "server": format!("{}:{}", o.host, o.port),
+        "bots": o.bots,
+        "behaviour": o.behaviour,
+        "seed": o.seed,
+        "view_distance": o.view_distance,
+        "seconds": o.seconds,
+        "joined": bots.iter().filter(|b| b.joined_after_ms.load(Ordering::SeqCst) > 0).count(),
+        "chunks": bots.iter().map(|b| b.chunks.load(Ordering::Relaxed)).sum::<u64>(),
+        "per_bot": bots.iter().enumerate().map(|(i, b)| json!({
+            "name": format!("{}{i}", o.name),
+            "behaviour": behaviour_of(&o.behaviour, i).name(),
+            "joined_after_ms": b.joined_after_ms.load(Ordering::SeqCst),
+            "chunks": b.chunks.load(Ordering::Relaxed),
+            "error": *b.error.lock().unwrap(),
+        })).collect::<Vec<_>>(),
+    });
+    if let Some(path) = &o.report {
+        if let Err(e) = std::fs::write(path, format!("{summary:#}\n")) {
+            eprintln!("horizon-bots: {path}: {e}");
+        }
+    }
+    let errors: Vec<String> = bots
+        .iter()
+        .enumerate()
+        .filter_map(|(i, b)| {
+            b.error
+                .lock()
+                .unwrap()
+                .clone()
+                .map(|e| format!("{}{i}: {e}", o.name))
+        })
+        .collect();
+    for e in errors.iter().take(10) {
+        eprintln!("horizon-bots: {e}");
+    }
+    std::process::exit(if errors.is_empty() { 0 } else { 1 });
+}