{
  "recommended_threshold": 0.5,
  "should_trigger": [
    "Create the task record in tasks/todo.md before implementing this feature.",
    "This non-trivial work changes a deliverable, so track its scope and status.",
    "Update the owning task record with the new target and checklist.",
    "Record the result and hand the completed artifact to adversarial review."
  ],
  "should_not_trigger": [
    "Give me a read-only answer and do not change files.",
    "Perform this trivial mechanical operation.",
    "Explain the trade-offs without editing anything.",
    "I prefer concise answers."
  ],
  "near_neighbor": [
    "At session start, read tasks/context.md.",
    "Capture this reusable correction in tasks/lessons.md.",
    "Save this tip for future Markdown requests.",
    "Update the durable workspace facts after compaction."
  ]
}