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Extract durable project facts, decisions, conventions, lessons, or unresolved questions from completed task evidence for later human review.

Implement a clearly specified feature or behavior change in an existing project and verify the smallest relevant behavior set.

Review code or a change set for concrete defects, regressions, security risks, and missing tests without modifying the project.

Inspect and summarize an unfamiliar repository before another task depends on its structure, commands, conventions, or risks.

Create or update project documentation so it accurately reflects existing or explicitly requested behavior.

Reproduce, diagnose, fix, and regression-test an incorrect behavior with a concrete symptom or failing case.

Summarize evidence-backed progress toward an active learning goal and propose one practical next task.

Run a defined test scope, diagnose its failures, and fix failures caused by the project rather than its unavailable environment.