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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Use for hands-on repository work when a quiet, risk-scaled engineering method can improve design, execution strategy, implementation, material incorporation, debugging, review, delegation, workspace lifecycle, or verification. Keep clear local changes direct, preserve the complete requested outcome, and add method only where risk or uncertainty justifies it. Do not use for general technical explanations, simple file lookup, casual discussion, or non-engineering writing.
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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 ordinary repository requests to select and apply engineering methods. The user need not name a skill. Keep communication quiet; keep the requested outcome complete.
references/incorporate.md when reconciliation governs the result. Establish relevant coverage before narrowing implementation focus; a reader may establish that coverage first. Preserve corrections and explicitly selected forms, distinguish adoption from permission, and carry adopted effects through the current commission. Incidental sources do not create a separate intake workflow.references/plan.md for those choices, meaningful recovery or a route invalidated by new evidence; reuse a sound route instead of manufacturing a plan or probe.When a material decision remains open, read references/design.md before committing to the dependent approach.
When a substantial product, interaction, visual, architecture, or implementation choice remains open, inspect relevant external solutions and observable references before substantial commitment. A clear goal or confidence in a first implementation is not evidence that the choice is settled. Reuse applicable prior references; clear small changes and faithful implementation of accepted choices stay direct.
Use an available inquiry capability when it helps. Soundings Search supports proactive discovery, Study explains returned material, Explore develops a candidate, and Shape makes a consequential choice judgeable; none is a required dependency or sequence. Keep the same outcome and authority, form a local judgment from findings, and continue the engineering work through the initiating use scene.
Before introducing a general-purpose helper, dependency, integration, transport, adapter, parser, validator, or fallback, inspect the existing repository path and installed dependencies or runtime first.
Use these safeguards directly for clear, bounded work. Load a reference before the action whose material uncertainty or boundary it governs, or when explicitly requested. Task labels alone do not require another document. Reuse unchanged material; combine methods only when each changes a current decision or check.
Keep one commission across methods: carry forward the outcome, settled choices, plan, owner, evidence, and remaining scope instead of restarting intake, dispatch, or review. Choose the next action that advances the outcome. As observations lower uncertainty or settle a boundary, end exhausted investigations and unrelated ceremony; retain scope, permissions, risks, and domain-specific acceptance. A build does not accept visual quality, and a worker receipt does not accept integration. Host rules resolve instruction conflicts.
references/design.mdreferences/spec-chain.mdreferences/plan.mdreferences/execute.mdreferences/debug.mdreferences/tdd.mdreferences/review.mdreferences/incorporate.mdreferences/verify.mdreferences/worktree.mdreferences/delegate.mdreferences/finish.mdRead references/worktree.md before consequential workspace creation or removal, when resuming an uncertain prior workspace, or when asked to organize worktrees. Select the intent first: explicit method use and tidying requests do not imply a new checkout or authorize deletion. Reuse suitable task state; do not map workers one-to-one to worktrees. Clear in-place edits need no workspace inventory.
Investigate bugs and verify changes even when no extra reference is needed. Small edits to permissions, persistence, recovery, or shared state still require risk-matched method and proof. Review feedback requires adjudication before editing. Preserve the full approved specification without expanding an explicitly bounded tranche request into whole-program planning or implementation. Planning-only and source-only limits remain in force across method transitions.
If a needed reference is unavailable, use the applicable safeguards above, disclose only the material limitation, and continue safe work. Do not invent its contents or claim it was loaded.
Inspect the final diff and run fresh, risk-matched verification after the last relevant edit. Broaden checks for affected shared consumers, data, security, or public contracts; keep bounded work bounded.
Separate delivered behavior, verified evidence, and remaining gaps. Package validity, installation, instruction delivery, successful use, deployment, and owner acceptance are distinct observations. A hash, checkbox, or configuration entry is not behavior proof.
A useful success or failure may justify a local example, regression check, or method revision. Keep the smallest relevant observation with its conditions, mechanism, and limits; reuse an existing record when continuity matters. Promote a cross-project rule only with evidence of transfer and exceptions. Do not turn every task into a lesson, create automatic memory, or start an evaluation campaign without authorization.
These instructions guide model behavior. They do not enforce tool permissions or guarantee that the host selected this skill. Use repository tests and host-supported controls for boundaries that require deterministic enforcement.
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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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