## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - Codex agents run through Paperclip Runner or the legacy
`codex_local` harness, and the runner E2E suites run paid Codex cells
> - The shared Codex default and many selections preferred `gpt-5.6-sol`
> - The reviewed OpenAI rate card in
`server/src/services/codex-pricing.ts` (`openai-standard-2026-09-30`)
prices `gpt-6.1-sol` at $2 input / $0.10 cached / $10 output per 1M
tokens, and `gpt-5.6-sol` at $4 / $0.40 / $20
> - So every default run and every paid Codex eval cell cost twice as
much as necessary
> - This pull request moves every place that prefers or selects
`gpt-5.6-sol` to `gpt-6.1-sol`, and keeps historical facts, rate cards
and compatibility fallbacks on `gpt-5.6-sol`
> - The benefit is half the token price for new default Codex agents and
for the Codex E2E and TestOps cells
## Linked Issues or Issue Description
**What existing behavior does this improve?**
The default Codex model for new agents and the Codex model that the
runner E2E suites and TestOps plans select.
**Subsystem affected**
Adapters (`adapter-utils`, `codex-local`), server native runtime
fallback, UI AI connection pools, Paperclip Runner devtools and live
evals, runner E2E catalog and TestOps mappings.
**Current behavior**
New Codex agents without an explicit model store `gpt-5.6-sol`. The
runner E2E `runner-codex` profile, the Reliability `queue-steer` plan
cell, the Product regression TestOps mapping and the ACPX Codex
qualification selection all use `gpt-5.6-sol`.
**Proposed behavior**
They use `gpt-6.1-sol`. Existing agents that store a model keep it.
`gpt-5.6-sol` stays selectable.
**Reason and benefit**
`gpt-6.1-sol` costs half as much per token on the in-repo reviewed rate
card. The current OpenAI pricing page (retrieved 2026-11-06) shows the
same short-context rates and also lists long-context rates of $4 / $0.20
/ $15 for `gpt-6.1-sol` against $8 / $0.80 / $30 for `gpt-5.6-sol`.
**Breaking changes**
None for stored configurations. See Risks.
## What Changed
Changed defaults and selections (all now `gpt-6.1-sol`):
- `PAPERCLIP_RUNNER_DEFAULT_MODELS.codex` in
`packages/adapter-utils/src/paperclip-runner-permissions.ts`. This also
changes `DEFAULT_CODEX_LOCAL_MODEL`,
`resolvePaperclipRunnerModel("codex", …)`, runner config normalization,
`codex_local` → Paperclip Runner conversion, the UI new-agent and
agent-config defaults, the composer default model and the public MCP
effort lookup.
- `codex-local` `models`: the 5.6 entry is now the literal
`gpt-5.6-sol`, because it used to be `DEFAULT_CODEX_LOCAL_MODEL`. The
list order and contents do not change.
- AI connection pool: a new OpenAI member profile uses
`PAPERCLIP_RUNNER_DEFAULT_MODELS.codex` instead of a hard-coded
`gpt-5.6-sol`.
- Paperclip Runner devtools ACPX Codex default and preset, the
`runner-codex-sol` local provider smoke, and the `acpx-codex-sol` live
workflow candidate.
- `tests/acpx-qualification-models.ts` Codex selection (runner E2E and
runner acceptance ACPX Codex profiles).
- Runner E2E: the `runner-codex` profile follows the default, so all
native Codex cells move. This includes the `runner-codex` cells among
the 52 standard `everyday-workflows` cells and the seven Codex
reliability cells. `runner-codex-mini` stays on `gpt-5.4-mini`. The
Reliability plan `queue-steer` `steeringProfile` is now
`['runner-codex', 'gpt-6.1-sol']`. Its executionId
(`everyday-workflows.runner-codex.daytona.queue-steer`), its fullName
and its TestOps case identity do not change. No separate profile is
necessary.
- `product-regression-testops.mjs`: the declared model for every
`runner-codex` case is now `gpt-6.1-sol` (it was already that for
`configured-repository`).
- `tests/runner-e2e/installed-cli.ts`: the credential-free installed
startup proof opens a session on the default model.
- `tests/runner-e2e/scheduled-prices.json`: add a `gpt-6.1-sol` price
(`openai-standard-2026-11-06`, including 30m/12h cache writes and
long-context rates from the OpenAI pricing page). The weekly scheduled
Codex cells need an exact price for their model, or admission fails
closed.
- Storybook: the composer model picker fixtures, the connection pool
stories and host, and the agent settings preview show `gpt-6.1-sol` as
the default.
- Docs: `doc/DEVELOPING.md` (the Codex conversion default) and
`tests/runner-e2e/EVERYDAY-WORKFLOWS.md` (local matrix, reliability
extras, `queue-steer` row).
- Tests that assert the default now expect `gpt-6.1-sol`. New
assertions: the default has the `0.159.0` CLI floor, the compatibility
fallback is floor-free, the `queue-steer` plan cell runs `runner-codex`
on `gpt-6.1-sol`, and all native Codex everyday cells (standard and
reliability) use `gpt-6.1-sol`.
Deliberately kept on `gpt-5.6-sol`:
- Rate cards: `server/src/services/codex-pricing.ts` and
`packages/paperclip-runner/src/evals/model-pricing.ts`. Old receipts
need them. (The runner eval rate card has no `gpt-6.1-sol` entry. An
unpriced candidate is reported as unpriced, not as zero. I did not add a
rate there because that card has its own version and source.)
- The remote Codex CLI compatibility fallback. A new
`CODEX_LOCAL_COMPATIBILITY_FALLBACK_MODEL = "gpt-5.6-sol"` replaces the
default in `codexModelFallbackCandidates`. `gpt-6.1-sol` needs Codex
0.159.0 or newer, so it cannot be the floor-free last resort. Fallback
behavior is unchanged.
- `tests/runner-e2e/provider-usage.ts`: the implicit request
cache-policy attribution stays qualified only for `gpt-5.6-sol`. I did
not verify that policy for `gpt-6.1-sol`. A `gpt-6.1-sol` response that
omits the write-TTL split keeps its cache-write cost unknown, which is
the existing behavior for unqualified models.
- `tests/runner-e2e/scheduled-measurements.json`: historical
`gpt-5.6-sol` measurements. They no longer match the current suite
definitions, so the forecast reports them as historical only. The
forecast tests now build their synthetic cohorts on the current
definition hash.
- Model catalogs that list `gpt-5.6-sol` as available (`codex-local`,
`cursor-local`, `opencode-local`, Speko voice diagnostics, Pi picker
fixture).
- The `gpt-5.6` → `gpt-5.6-sol` alias for old stored configs.
- Dated or evidence docs: `doc/plans/*`, `doc/adapter-model-audit-*`,
`QUALIFICATION-*`, `doc/connections/MEMORY.md`,
`doc/connections/TASK-REVIEWS-VERIFICATION.md`,
`tests/runner-e2e/CHAT-FEATURES.md`, the Slack eval evidence, and the
S49 soak signature text (the soak failure happened on `gpt-5.6-sol`).
- Test fixtures that parse, price, migrate or round-trip an existing
`gpt-5.6-sol` value (Rust runner tests, driver tests, pricing tests,
stored-config tests, stories that show an existing agent).
## Verification
- `npx vitest run` on every server, UI, adapter-utils and codex-local
test file that mentions `gpt-5.6-sol` or the default, plus all of
`packages/adapter-utils` and `packages/adapters/codex-local`: 5,483
passed. Three timeouts under load (`sandbox-managed-runtime`,
`acp.quota`) passed when rerun.
- `packages/paperclip-runner`: `vitest run` for `src/eval`, `src/evals`,
`src/drivers/acpx`, `src/drivers/codex`, `src/cli`, `src/contracts`,
`src/backends`: 2,641 passed.
- `node --test tests/runner-e2e/reliability-testops.test.mjs
tests/runner-e2e/product-regression-testops.test.mjs`: 28 passed.
- `node tests/runner-e2e/run-unit.mjs`: all model, catalog, reliability,
scheduled and TestOps tests pass. Failures remain only in
`copilot-protection-flow`, `denied-target-isolation-flow`,
`pi-controls-flow`, `workflow-target` and `unit-launcher`. These five
also fail on unmodified master in this local environment (filesystem
watch and git environment), and they do not touch models.
- `vitest run --config tests/runner-acceptance/vitest.config.ts`: 19
passed.
- `pnpm test:e2e:runner -- --list --suite everyday-workflows --group
reliability`: the seven `everyday-workflows.runner-codex.daytona.<case>`
cells show `gpt-6.1-sol` with `OPENAI_API_KEY,DAYTONA_API_KEY`.
`--matrix-json` gives 16 reliability cells with the same credentials as
before. `--list --all` shows no `gpt-5.6-sol` cell.
- Typecheck: `adapter-utils`, `adapter-codex-local`, `server`, `ui`,
`paperclip-runner` (TypeScript), and `pnpm test:e2e:runner:typecheck`.
- `pnpm check:token-gates`: clean.
- Not run: paid cells, Rust tests (no Rust change), the browser suites,
and the full `pnpm -r typecheck` / `pnpm build` (CI runs them).
## Risks
- Agents without an explicit model change model on their next save or
normalization, and Paperclip Runner rows with a blank model use
`gpt-6.1-sol` at execution. Stored models, including `gpt-5.6-sol`, are
never rewritten. No migration is necessary.
- `gpt-6.1-sol` needs Codex CLI 0.159.0 or newer with ChatGPT sign-in.
The runner pins `@openai/[email protected].0`. On a remote target with an
older image CLI, the existing compatibility check falls back to
`gpt-6-sol` and then `gpt-5.6-sol`, and that probe now runs for
default-model agents too. A legacy `codex_local` agent created with the
new default on a host with an older Codex CLI gets the existing
actionable "upgrade Codex" Test result.
- Qualification: the native Codex profile uses `adapter_constant` model
qualification, so it follows the default. No qualification gate is
dropped. The ACPX Codex qualification selection moves to `gpt-6.1-sol`.
Its next qualification run uses the new model. The provider-usage
cache-policy attribution stays limited to `gpt-5.6-sol`.
- Runner E2E history: the Codex cells change their suite definition
hashes, so earlier `gpt-5.6-sol` results are a separate cohort and do
not count as current.
- The `gpt-6.1-sol` scheduled price uses the file's existing `expiresAt`
(2026-11-19). It needs the same review as the other entries before then.
- No `.github/` change. The Reliability queue-steer cell keeps the
`runner-codex` profile id, so the existing workflow credential and setup
steps still match.
> For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and
discuss it in `#dev` before opening the PR. Feature PRs that overlap
with planned core work may need to be redirected — check the roadmap
first. See `CONTRIBUTING.md`.
## Model Used
- Claude Opus 5.5 (Anthropic), model ID `claude-opus-5-5`, running in
Claude Code with tool use (shell, file edits, web fetch of the OpenAI
pricing page).
## Checklist
- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge
Related: #19604 (commits the Reliability TestOps identities; this PR
changes only `steeringProfile` in the same file).
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-authored-by: Claude Opus 5.5 <[email protected]>
34 KiB
Everyday Paperclip workflow evals
Main-server outage qualification
The remote native Codex and Claude recover-controller cells default to SIGKILL,
an observed 125-second offline interval and retirement of the old controller cache. They use
natural ownership timing. The wrapper emits controller-outage.json; the grader
requires distinct server processes, confirmed HTTP loss, cache retirement and the
requested interval, in addition to same-run/provider-turn and finalization proof.
Partial fault receipts remain in the attempt's private control/ directory on
failure. A successful task without the fault receipt cannot qualify.
Use PAPERCLIP_RUNNER_E2E_CONTROLLER_STOP_SIGNAL=SIGTERM for graceful shutdown,
PAPERCLIP_RUNNER_E2E_CONTROLLER_OUTAGE_MS=1000 for an explicit one-second
experiment, or PAPERCLIP_RUNNER_E2E_CONTROLLER_OUTAGE_MS=300000 for the
five-minute contract. These settings are recorded; compare only matching configurations. The configured
duration is a minimum hold after confirmed HTTP loss. Shutdown and startup add
to total recovery time; they do not extend the runner's seven-minute grace or the
workflow's attempt deadline. recover-controller permits no automatic retries.
PAPERCLIP_RUNNER_E2E_CONTROLLER_OUTAGE_MS=300000 pnpm test:e2e:runner -- --id everyday-workflows.runner-codex.daytona.recover-controller --max-automatic-retries 0
The credential-free wrapper smoke starts the actual main server and a separate disposable Postgres, kills/replaces the server, checks that Postgres never restarted, reads existing data, accepts a new HTTP mutation, and confirms cleanup:
node cli/node_modules/tsx/dist/cli.mjs tests/runner-e2e/controller-replacement-smoke.ts
It prints a private JSON evidence path. It uses no model and does not qualify active-agent continuity, queued launches, or an A-to-B version upgrade. See the qualification plan for the separate gates and outstanding work. Hosted qualification still requires a valid pinned Daytona image and the existing credential/budget admission.
Workflow suite
This manual suite tests useful work through the production browser, public API,
native runner, and normal agent instructions. It complements the tightly
scripted runner contract fixtures. It does not add a scheduled or default paid
run: --all and generic profile selectors exclude it. Select the suite or an
exact execution ID explicitly.
Stories and assertions
| Story | Cases | Required evidence |
|---|---|---|
| Build a small project and revise it | build-revise |
Download both ZIPs through the UI; independently execute the delivered CLI and import its function; test the revision; retrieve the original bytes again. |
| Delegate and incorporate late feedback | delegate-feedback |
One child assigned to Riley; send feedback while the child runs; find it in the child history and independently test --max-length in the delivered ZIP. The worker must not execute on the parent. |
| Hire a teammate and use them again | hire-reuse |
One Morgan QA reporting to the lead, native runner and the same encrypted connection bindings, real child execution, then a second usable delivery from that same agent. |
| Decide on an installed service action | service-approve, service-decline |
Assign an authenticated local MCP fixture with Ask first; match its tool action and connection ID; no provider call before approval; exactly one after approval and a verified document; none after decline. |
| Decline a new connection | connection-decline |
Start without service connections; match a Notion connection intent; click Not now; verify the saved rejection, no new connection or repeated request, and an explanation followed by Done. |
| Request an email address | agentmail-setup |
Enable Chat connectors, ask for an email address, and require a durable AgentMail card for the requesting agent and user. Reload and verify one password field, the direct API-key link, and no access selectors or modal. Decline and verify no connection or repeated request. |
| Continue work after a controller restart | recover-controller |
Observe saved source, persist a user message, restart the isolated controller, and independently test the delivered result. Native Daytona cases keep the controller offline for 125 seconds before restarting. |
| Stop work and change direction | stop-redirect |
Click Stop, send one new request, reload, observe exactly one stored user message and the new answer, and reach Done. |
| Create and edit a company skill | create-skill-studio |
Create one skill through the runner, verify its persisted library entry and activity-feed card, open Skill Studio, save an edit, and verify the edit after returning. Local Codex, local ACPX Claude, and warm Daytona cells are explicit. |
For normal completion, all story tasks must reach Done, with no active run,
pending completion confirmation, or scheduled recovery. Runs must prove native
identity and native terminal contracts. A workspace-contention cancellation is
not provider execution only when the persisted pre-dispatch record explicitly
says providerWorkStarted: false and no process/session/runner identity exists.
Other unexplained cancellations remain failures. Twelve total run records bound
each story, including contention and recovery.
Arbitrary runner-process termination is not part of the model scorecard. The
historical recover-runner, recover-runner-safe, and recover-runner-uncertain
attempts remain available as diagnostics, with their original grades and costs.
The first two did not establish a safe restart boundary, and the uncertainty
case measures a deterministic safety rule. None supports ranking models.
See controlled recovery tests.
Staging-soak reliability group
Seven explicit-only cases turn the staging soak's ad-hoc browser scripts into
repeatable runs. Each case comes from a real staging failure. They live in the
everyday-workflows suite, but neither --all, --suite everyday-workflows, a
profile/environment selector, nor a scheduled campaign selects them. Only the
reliability group, an explicit --case, or an exact --id does
(explicitGroup on the task fixture enforces this in selectors.ts).
pnpm test:e2e:runner -- --list --suite everyday-workflows --group reliability
pnpm test:e2e:runner -- --suite everyday-workflows --group reliability --max-parallel 2
pnpm test:e2e:runner -- --suite everyday-workflows --case queue-steer
pnpm test:e2e:runner -- --id everyday-workflows.runner-opencode-deepseek-1017.local.interrupt-redirect
pnpm test:e2e:runner -- --id everyday-workflows.runner-codex.daytona.interrupt-redirect
Cadence: launch the TestOps Reliability plan before a release and after a risky runner, recovery, queue, tree-control or restart change. Do not run it per PR, and it has no schedule. It is paid: single attempt per cell, with a 1,000-cent company and lead-agent hard stop. Missing provider or Daytona credentials, or a mutable Daytona image, stop the launch before any provider spend.
Product rule (every case): work interrupted by a restart, Stop,
reassignment or lost runner must resume automatically, or offer a Retry that
works on first use. The harness watches each task's executionBlocker,
interruption and execution projection while it waits. It uses an offered
Retry at most once (never while an automatic retry is scheduled) and requires
a new run from it. These fail: a "send a message to continue" blocker
(resume.no-send-message-blocker), a dead or repeated Retry
(resume.retry-works-first-use), a silent stall past the case bound
(resume.no-silent-stall), and duplicate execution. Evidence is saved to
reliability-observations.json.
Message delivery is attributed through each run's wake context
(wakeCommentIds), not its saved prompt: the prompt carries the whole
conversation history, so later turns legitimately repeat earlier messages. A
message delivered by more than one successful run is duplicate execution.
--group slow selects only long-silent-command.
| Case | Soak signature | Journey | Key checks |
|---|---|---|---|
interrupt-redirect |
S47 (fixes #19370, #19355) | While a slow step loop runs, send a follow-up and click its queued Interrupt. Then reopen with a second slow loop, click Stop, and immediately send another message while the stopped run is still saving (the workspace_busy retry path). |
Interrupted run ends operator_interrupted; exactly one continuation carries the message and starts within 180 s (the soak saw 13–90 s once fixed, 4 minutes or never before); no second user message; the Stop-settlement message is consumed once within 180 s; Done. |
reassign-midrun |
S48 (fix #19354) | While the lead runs a resumable step loop, reassign the task to Riley through the public issue API. | Request is 2xx within 10 s (no 409 or 20 s hang); old run ends issue_reassigned; Riley's run starts after the request and succeeds; no overlapping executions on the task; steps.txt holds step-1..step-8 exactly once, so work continued from saved files. |
three-turn-revise |
S49 | Create items.md, then two reopen-comment revisions on the same workspace: add two items, then convert to a table. Runs on the per-turn Daytona lease (the bug hit gpt-5.6-sol with an ephemeral lease on turn 3). |
Each turn succeeds; no reconciliation or send-a-message blocker; the file is a five-row Number/Item table. |
long-silent-command |
S52/S52b (fixes #19407, #19419) | The agent runs one 13-minute foreground loop (sleep 60 × 13, appending to silent.txt) that prints nothing, then reports. Tagged slow; 50-minute Daytona deadline. |
Run succeeds after the command (not shortened) and is terminal within 8 minutes after it; silent.txt holds tick-1..tick-13; Stop stays available in API and browser samples throughout; any failure carries a named cause. |
tree-pause-release |
S50/S50b (fixes #19394, #19421) | The lead delegates two slow children to Riley. While a child is queued or has a parked workspace_busy retry, pause the parent's tree with POST /api/issues/:id/tree-holds. Hold past the retry's due time (at least 75 s), then release without wakeAgents. |
The hold interrupted work; no child run starts during the hold; each interrupted task gets exactly one issue_tree_resumed run; all tasks reach Done. |
queue-steer |
H2 | During an active run, queue three follow-ups through the public comment API; edit one, discard one, and steer one (retrying only steering_temporarily_unavailable, for up to two minutes). |
Edited text reaches the agent and the original never does; the discarded text never reaches the agent; the steered message is acknowledged by the active turn and never replayed; the remaining message is handled by exactly one run. |
queued-across-restart |
S55/U9 (fix #19431) | Queue a follow-up through the composer while a run is active, then restart the controller with the existing restart machinery. | The follow-up dispatches only after the restart, automatically within six minutes, exactly once; every observed queued wait names a cause (server_restarting, task_drain, …) rather than a bare "Queued"; any offered Retry works on first use. |
Matrix (16 cells). The reliability group selects the seven TestOps plan
cells and nine explicit-only extras. Six plan cells use native OpenCode with
DeepSeek 1017 via OpenRouter. queue-steer must steer an active turn, and the
OpenCode server driver declares steering: false, so the queued-comment route
answers steering_unsupported. Its plan cell is the existing steering-capable
native Codex Daytona cell.
| Case | Plan cell | Why this profile and environment |
|---|---|---|
interrupt-redirect |
runner-opencode-deepseek-1017.local |
S47 is control-plane interrupt and Stop-settlement dispatch. |
reassign-midrun |
runner-opencode-deepseek-1017.local |
S48 is the reassignment request and native stop settlement. |
three-turn-revise |
runner-opencode-deepseek-1017.daytona (per-turn lease) |
S49 hit turn 3 on an ephemeral Daytona lease. |
long-silent-command |
runner-opencode-deepseek-1017.daytona (warm lease) |
S52/S52b hung on remote runners during a silent command. |
tree-pause-release |
runner-opencode-deepseek-1017.local |
S50/S50b is tree-hold and parked-retry scheduling. |
queue-steer |
runner-codex.daytona (warm lease, gpt-6.1-sol) |
H2 needs a steering-capable driver; OpenCode has no steering. |
queued-across-restart |
runner-opencode-deepseek-1017.daytona (warm lease) |
S55/U9 happened across a restart with a remote lease. |
The local plan cells cannot reproduce Daytona-only signatures: the remote
workspace_busy save after Stop (S47's sandbox variant), remote stop
settlement during reassignment, and a lost or replaced remote runner during a
tree hold. The S51 lost-runner signature has no case yet. The explicit-only
native Codex Daytona extra for each case still covers the sandbox variants of
S47, S48 and S50.
The extras are outside the TestOps plan. Every case except queue-steer (whose
Codex cell is the plan cell) also runs once on native Codex (runner-codex,
gpt-6.1-sol) on Daytona: the warm environment, except three-turn-revise on
the per-turn lease. long-silent-command also runs on
the released ACPX facades Grok (runner-acpx-grok), Kimi (runner-acpx-kimi)
and OpenRouter/Pi (runner-acpx-pi), which hung 3/3 before the fix. They run
as ordinary released profiles, as in the rolling-deployment matrix; a profile
whose ACPX qualification returns to pending drops out of the group
automatically. Their credentials (OPENAI_API_KEY, XAI_API_KEY,
KIMI_API_KEY, OPENROUTER_API_KEY) are only required when those cells are
selected.
TestOps Reliability plan
The Reliability — staging soak TestOps plan is a sibling of the standing
Product regression plan (plan 2). It uses the same trusted
runner-full-stack-e2e.yml lane, the same TestOps GitHub job, selection,
paid admission, cells, retained report and dashboard, Allure projection,
upload verification and failure classes. Its mapping lives in
reliability-testops.mjs; product-regression-testops.mjs selects either
plan. A launch selects cases from exactly one plan; mixing them fails. Each
plan keeps its own denominator: only a complete seven-case selection is a full
Reliability verdict, and plan 2 still needs its 20 cases. Reports tag each
reliability result with its soak signature (soak-S55/U9, for example). A
launch needs OPENROUTER_API_KEY, DAYTONA_API_KEY and, for queue-steer,
OPENAI_API_KEY; the workflow passes each only to the cells that declare it.
A launch from TestOps dispatches the workflow with ALLURE_JOB_RUN_ID; the
selected case IDs choose the plan and its cells. To bootstrap one manually:
gh workflow run runner-full-stack-e2e.yml --ref master -f all=false \
-f testops_plan=reliability -f testops_case=all # or a case name or ID
The plan has no schedule. A weekly run would add a paid 50-minute Daytona cell to every week, but these signatures move with release-risky changes rather than with time. Launch it from TestOps before releases instead.
Registration. TestOps assigns case and plan IDs, and this repository never
invents them. Until reliabilityRegistration in reliability-testops.mjs
holds the plan ID and all seven case IDs, selection fails closed
(product_regression_testops_reliability_unregistered for a bootstrap,
case_mismatch for a TestOps launch) before any provider spend. A partial,
duplicate or plan-2 registration fails too. To register:
- Dispatch
runner-e2e-testops-registration.ymlfrom master withoperation=inspect. It only reads TestOps and reports existing cases, the plan and the job assigned to plan 2. - Dispatch it again with
operation=register. It reuses cases with the same full name, creates any missing case and the plan, and assigns the plan to plan 2's GitHub job with plan 2's job parameters. A rerun changes nothing. - Copy the
reliabilityRegistrationsnippet from the run summary (or thereliability-testops-registration-*receipt artifact) intoreliability-testops.mjs, and merge it in one reviewed PR. - Launch the plan from TestOps. Tag only a complete seven-case attempt
full-run.
Only the registration job receives ALLURE_TOKEN, from the protected
runner-e2e-testops-reporting environment, and it runs only trusted default-branch
code for allowlisted actors. It never runs a provider cell.
Coverage boundary. The graders and selection are calibrated by
everyday-reliability.test.ts against passing and plausible failing
observations. No paid cell has run yet; a first run of the group is the
acceptance step. The original soak browser scripts are not in this repository,
so these cases encode the reported signatures, not a replay of those scripts.
long-silent-command checks the completion and Stop paths; it does not inject a
runner connection loss, so the "fails within a bounded time with a named
cause" contract is checked only if a loss happens naturally.
Matrix and running
The local matrix has fourteen cases on native Codex gpt-6.1-sol, native ACPX Claude
claude-sonnet-5, and native Codex gpt-5.4-mini: 42 cells. The two core profiles
also declare build/revise, delegation, controller-restart, and skill-creation cases
on Daytona: eight cells. OpenCode adds only local hiring/reuse and delegation,
for 52 cells total. Hiring/reuse and delegation have one attempt and a
1,000-cent company and lead-agent hard stop. Remote runner-process killing is not supported. For remote controller
restart, a verified first download supplies the persistence checkpoint; the
controller is interrupted during a subsequent revision with another queued
requirement.
The native Codex and ACPX Daytona restart cells require a completed native tool
receipt while that revision is still running. They keep the controller offline
for 125 seconds after its health listener stops, then start its replacement.
Before and after restart each pins
the same run, normalized session, Runner identity, PID/start time, and active
sandbox lease. The original receipt prefix must remain unchanged. A run that
uses this native Codex remote cell also loses the old controller runtime cache
between stopping and starting the server. The harness moves it into private
evidence outside product lookup paths and requires an acknowledgement of that
fault. Postgres and the instance encryption key survive. This checks deployment
recovery without relying on the old controller journal or local warm-session cache.
A run that
ends before either active observation leaves the fault boundary unexercised;
it cannot pass from the final ZIP alone. The cell no longer exempts an original
Codex remote run that fails with process_lost and is replaced.
Completion requires one original provider turn and control-plane terminal,
the same native receipt prefix, no failed native tool receipts, and consistent
results for every stable completed tool identity. Reattached activity can
redeliver an identical start or tool receipt; changed content or a second
submission fails. It also requires
a committed run and successful workspace_finalize receipt, and no pending
workspace operation or recovery. Existing independent ZIP and preserved-download
checks still apply. These receipt checks do not prove that arbitrary external
effects with different tool IDs cannot repeat.
remote-restart-before.json, remote-restart-after.json and
remote-restart-final.json retain receipt identities and hashes. They exclude
provider text, tool arguments, command output, and raw provider sandbox IDs.
The dedicated explicit-only daytona-restart-continuity definition 7 additionally
replaces the controller after completion, then posts its unchanged saved-project
follow-up through the normal authenticated task-comment API. Exactly one matching
persisted user comment, consumed wake, same native/provider identity, new completed
tool and useful output are required. Its initial browser journey remains; post-C
readback is API-only and does not qualify browser reconnection or rendered status.
The definition 6 browser timeout remains failed with an unknown browser cause.
The suite definition version and harness digest change with this oracle.
Its deterministic calibration is not a claim that a live Daytona run passed.
pnpm test:e2e:runner -- --id everyday-workflows.runner-codex.daytona.recover-controller --max-automatic-retries 0
pnpm test:e2e:runner -- --list --suite everyday-workflows
pnpm test:e2e:runner -- --suite everyday-workflows --environment local --max-parallel 2
pnpm test:e2e:runner -- --id everyday-workflows.runner-codex-mini.local.build-revise
pnpm test:e2e:runner -- --suite everyday-workflows --environment daytona --max-parallel 2
Before project stories or the Python calibration tests, start Docker on the harness host and fetch the pinned oracle image. CI prepares and verifies this same pinned image before the paid project-story cells; artifact checks run on the harness host. The workflow verifies the exact repository digest after the pull. This is required for local and Daytona stories.
docker pull python@sha256:9d2e5553305c7c7b0097999bb17187c69b921ccd6bc9d40e4bb5ebe652c00285
python3 tests/runner-e2e/everyday-artifact.py --preflight
The harness checks this prerequisite before it creates the task. It does not pull an image during a model attempt or fall back to host execution.
Use the credential and immutable Daytona image setup in README.md. Provider calls cost money. Each cell owns an isolated instance and project. There are no real third-party mutations in the service fixture; it exercises production connection, transport, tool approval, and document delivery paths.
Deterministic checks and calibration
pnpm test:e2e:runner:typecheck
pnpm test:e2e:runner:unit
python3 -m unittest discover -s tests/runner-e2e -p test_everyday_artifact.py
The independent oracle rejects wrong output, ignored late feedback, trailing separator bugs, invalid argument acceptance, duplicate source modules, archive path traversal, and symlinks. Passing agent-authored tests cannot override it. Lifecycle calibration rejects legacy execution, missing runner identity, unexpected crashes, workers on the parent, and answers left in review.
ZIP evaluation runs delivered Python in a Docker container with a read-only project mount and root filesystem, no network, a non-root user, no Linux capabilities, and bounded CPU, memory, process count, output, and duration. Only the extracted delivery enters the container. The container is removed after grading. Calibration includes attempts to read a host file and reach a host loopback service.
Evalbook evidence and qualification
Each packaged attempt retains snapshots/everyday-workflow.json, downloaded
ZIPs, assertions, actual task comments and run records, timing, accounting,
source provenance, and screenshots. The story records a digest of its harness
sources. Infrastructure failures and failed attempts must remain inspectable.
Import packaged results with paperclip-evals/evals/everyday-workflows/import_results.py.
It uses the canonical Runner Evalbook generator and the built Runner Lab viewer.
It does not invent provider transcripts, tool counts, model observations, or
cost estimates. The selected model is checked against persisted native execution
inputs; that is distinct from provider-side model identity verification.
Initial live results are diagnostic. They are not a reliability estimate or a model ranking. Before promotion, freeze both source revisions and harness digest, run at least three independent local repetitions, qualify the eight remote cells against a verified image, and review every failure. Keep model quality, lifecycle correctness, infrastructure availability, and latency separate.
Revised evaluation contract (14 September, second campaign)
That campaign used 32 cells: the original local stories plus two local Codex
text-only safe-replacement probes, and the unchanged six remote cells. The old
recover-runner results remain historical; recover-runner-uncertain is a new
case that expects a visible Blocked safety stop, preserved source and queued
input, and no unverified provider replay. Its Retry control is inspected, not
claimed to restore work. Successful manual recovery remains unqualified.
recover-runner-safe interrupts a text-only Codex turn and queues new direction.
A pass requires the server's durable verified_safe_replacement evidence and the
new answer. No safety proof is injected or fabricated. If that premise cannot be
verified in a live probe, report it as an unqualified recovery boundary, not an
established product defect. Claude has no catalog cell for this Codex-specific
replacement proof. Deterministic native-safe-replacement tests cover its proof
and admission gates independently of model behavior.
Delegation now submits feedback through the existing child task composer and records the delivered comment ID. The child must consume the message and deliver the revised program. This does not require a lead to relay a parent comment. The separate issue-update-comment-wakeup route tests exercise exact supported mention routing, including access, dependency, identity, and duplicate-wake gates.
The approval case provisions an authenticated local service through the public API, with a random server-held credential that never enters the agent environment or browser trace. Approval/decline interactions still use the browser. Provider captures distinguish rejected unauthenticated requests from accepted calls. The old public-endpoint attempts remain boundary evidence, not an isolation promise.
Stop now waits for the owned runner to exit, records project file hashes, and checks them again after the new response. This proves stability over that interval, not indefinite monitoring. Hiring and declined-access policy changes are deferred by user decision; their old results must not be presented as new campaign runs.
Decline correction (14 September, third campaign)
That campaign used 35 cells (29 local, six remote). service-decline tests
rejection of a protected action on an already installed service; its former
"connection request" title was misleading. connection-decline separately tests
Not now on new Notion setup. Both permit a brief explanation as the complete
fallback, so Done is expected after that explanation. Neither test requires
completion after refusing work that is still required.
The installed-service decline fixture now uses the same server-held credential
as approval. The harness requires one pending interaction, validates its kind
and connection/provider identity before clicking, and waits for the exact
interaction's saved decision. Wrong interactions fail decision-request-matches-story
with a screenshot; they are not evidence of an ignored decline. Both decline
stories check a new explanation after the decision and reject repeated requests.
Historical attempts remain unchanged. This campaign resumes the previously deferred decline cases; hiring remains deferred. Notion setup is declined in the UI, so this test neither authenticates to nor reads real Notion data.
Decision screenshots are included in the evidence package. Before capturing the final screen, the harness waits for the thread and latest persisted agent comment to render, then scrolls that comment into view. A Done header alone is not proof that the final response was visible.
Recovery scope correction (14 September)
This correction reduced the catalog to 30 cells: 24 local and six remote. Forced runner crash probes are retired from paid selection. Their original attempt IDs remain in Evalbook's Diagnostics history and Latest pages; they are excluded from the main matrix without changing grades or deleting evidence. Reported spend still includes all attempts.
recover-controller and stop-redirect retain concrete supported journeys:
restart the controller while preserving the runner, or use Stop and submit a new
direction. Their assertions verify pending input, saved work, and the next
usable result. Neither claims recovery from an arbitrary provider-process crash.
A future user-facing crash-recovery case needs a reproducible recoverable fault, an identified supported recovery action, and evidence through the final usable result. A missing test premise must be reported as unexercised, not a model failure. Do not introduce a new paid case just to replace a retired row.
Skill creation (16 September)
create-skill-studio adds five cells: three local profiles and the two core
profiles on Daytona. The current catalog has 35 cells: 27 local and eight
remote. The test opens the created skill from its task-feed card, checks the
canonical skill identity in Studio, saves an edit, and returns to the same skill
in the task sidebar. A model's authored document heading is not used as the
identity check.
External-provider fallback
Three explicit local cases cover aggregator routing with the normal production agent guidance. They add nine local cells. The AgentMail setup case adds three local cells; the suite now has 50 cells total.
The AgentMail case uses real model discovery and production interaction/UI paths, but declines before sending credentials to AgentMail. Its independent grader is calibrated against missing, duplicate, misaddressed, hidden, and malformed cards. The email integration suite separately proves credential/inbox creation, access defaults, assignment checks, and completion using a fixture provider. Neither test qualifies live AgentMail delivery. Run a bounded local model cell with:
pnpm test:e2e:runner -- --id everyday-workflows.runner-codex-mini.local.agentmail-setup --max-automatic-retries 0
provider-native: Jira is supported natively and by aggregators. Require the Jira connection card directly, decline it in the browser, and verify no provider question, connection creation, or repeated request.provider-decline: HubSpot has no built-in connector in this fixture. Require Composio, Arcade, Zapier, and None in that order with external-service disclosure. Restart the controller, reload the question, choose None through the UI, and verify one saved answer, no connection changes, and no fabricated result.provider-second: Install a deterministic Arcade gateway with a read-only HubSpot action through public APIs. Choose Arcade in the browser after restart. Require no calls before selection, exactly one call afterwards, the independently generated contact marker in the agent response, and no duplicate connection.
These use the existing native profiles and 12-minute local attempt deadline;
expected provider runs are two per case. There are no real third-party mutations.
The fixture server is closed and the harness cleans its disposable instance.
Provider-choice screenshots, persisted interactions, gateway call counts, source
revision, harness digest, and existing usage/cost evidence accompany each attempt.
connection-routing-evidence.test.ts calibrates the grader against undisclosed
routing, incorrect ordering, early calls, duplicate questions, and fabricated reads.
Run a single everyday-workflows.runner-codex-mini.local.provider-decline cell
first; do not treat these fixtures as live provider compatibility tests.
Connection-guidance observation boundaries
The explicit native-connection-guidance suite keeps one attempt per cell.
For decline cases, Done and a succeeded run are insufficient: settlement waits
within the existing cell deadline for a saved reply attributed by run ID to the
lead agent's final successful run on this task. Readiness checks storage and
identity, not favorable wording. A missing reply times out; an incorrect reply
settles and fails the independent explanation check. Both decline explanation
checks use the same bounded matcher, including unavailable/rejected access and
“wasn't able to pull” wording. This is textual evidence, not proof of cognition.
An executed approval or a recorded tool-action rejection with wake_assignee
may precede its continuation run. Only a response bound to the same task, company,
agent, and completed source run can defer the stranded-blocker check, and only
within the original deadline. A failed execution, unrelated card, or already
consumed response cannot extend that wait.
connection-guidance-decline-grade.json and the workflow's
declineGradeEvidence retain the exact cloned assertion input and original
checks. Later final-state or cleanup observations cannot overwrite that input.
Earlier campaign grades remain unchanged when the evaluator is corrected.
Upgrade qualification receipts
PAPERCLIP_RUNNER_E2E_UPGRADE_ARTIFACTS selects frozen installed A/B artifacts
and an alternating A/B/A sequence. The remote controller-recovery workflow
executes every requested replacement on the original active run. If that run
ends before a later fault can be injected, that boundary is unexercised; starting
a replacement task does not qualify it.
The supervisor reads existing Postgres ownership and Runner-owned checkpoint evidence. It records HTTP readiness, natural lease takeover, a new authenticated connection, and ingestion past the stopped controller's saved event cursor. Final native and workspace receipts establish backlog settlement. No lease timestamps are edited. Authentication and processing must be observed within the original 420-second grace, including artifact verification and startup.
For a credential-free startup/migration experiment, run
controller-replacement-smoke.ts with the manifest and an explicit disposable
PAPERCLIP_TEST_DATABASE_URL. The driver creates and drops a unique empty
database; it does not change the supplied database. This smoke qualifies zero
agent turns. The qualification record
is the acceptance ledger for exact artifacts, attempts, and remaining gates.