debug
免费Investigate and fix bugs, failing tests, regressions, build failures, or unexpected behavior using boundary localization, evidence, and bounded hypotheses.
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Apply risk-based test-driven development to bugs, domain logic, state transitions, parsers, contracts, migrations, and behavior where a failing test sharpens the design.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Use tests as design and evidence. Preserve strict red-green discipline where it pays off, and use lighter verification where the ceremony would add little signal.
Prefer for:
Cycle:
Use for legacy code whose behavior is poorly documented.
Reasonable for:
Use the most meaningful existing checks. Add automated tests when there is a real regression surface, not to satisfy a quota.
Do not delete valid work merely because implementation preceded the test.
When code already exists:
Prefer tests that:
Avoid:
Use real collaborators when cheap and deterministic. Mock or fake:
Keep mocks at stable interfaces. If every internal call must be mocked, reconsider coupling.
For a bug fix, the ideal evidence is:
Do not perform risky repository surgery merely to reenact red-green after the fact. Evidence should increase confidence, not damage the workspace.
Before claiming test-backed behavior:
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Investigate and fix bugs, failing tests, regressions, build failures, or unexpected behavior using boundary localization, evidence, and bounded hypotheses.
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Choose responsibility for substantial work before deep execution: keep one responsibility's coupled parts in a single lane, and hand a bounded or independent lane to a worker when clean context, an unknown cause, independent review, or coordinator attention materially improves the outcome.
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Turn a rough feature, product interaction, or architecture idea into a concrete design. Use when meaningful decisions remain open; avoid for already-clear local edits.
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Implement a settled request or current execution strategy through connected slices, feed observations into the same task record, and revise affected work when evidence changes.
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Finish a development change safely by inspecting the final tree, verifying at the right scope, and performing only the requested Git or PR actions.
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Assess, adapt, and apply specified discussions, feedback, findings, or references to existing project work. Preserve coverage, corrections, and selected intent; judge fit and carry adopted effects through the authorized result. Includes technical review feedback; incidental sources or understanding material without a target-work adoption question need no separate incorporation workflow.
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