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An agent with a task-creating tool re-creates the same reminder on every run. One deployment reached 6,399 tasks for a single agent, and 4,734 of them (74%) were byte-identical in both prompt and schedule. CreateTask now returns the task that is scheduled, which is the existing one when an equivalent task is already set. The caller sees a success either way. An error would invite the model to retry with different wording, and that agent already held seven phrasings of one reminder. Tasks match on agent, schedule type, schedule value and a normalised prompt: lowercased, with whitespace collapsed and punctuation dropped. Reworded prompts stay distinct. Merging prompts that differ in their words risks dropping a task somebody meant to schedule, so a per-agent ceiling bounds that case instead. At the ceiling, creation fails with a message naming list_tasks and remove_task so the agent can free room itself. A duplicate consumes no room and is never refused. Dedupe is on by default with a ceiling of 100 tasks per agent. LOCALAGI_SCHEDULER_DEDUPE_TASKS and LOCALAGI_SCHEDULER_MAX_TASKS_PER_AGENT tune them. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KZaoEXfGsjmkhXtVxtvPp4