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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Review a diff, commit, branch, PR, or implementation for actionable correctness and risk issues without duplicate reviewer loops or invented findings.
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实测评分 未实测
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Review the code against its intended behavior and repository reality. Findings come before praise, process narration, or stylistic preference.
Determine:
Inspect enough surrounding code to understand the change. Do not review a diff in isolation when its correctness depends on state or callers.
Look for:
Correctness
Data and compatibility
Security and privacy
Concurrency and performance
Tests and verification
Complexity
Ignore cosmetic style unless it obscures behavior, violates an enforced convention, or creates maintainability risk.
When a change could alter product meaning, programme order, trust boundaries, or generalized infrastructure, choose exactly one goal-integrity verdict for each implicated scope. Apply the first matching verdict in this order:
Agent-authored specifications, decision logs, handoffs, PR descriptions, and implementation commits do not approve themselves. Review implementation quality and goal integrity separately: clean code and green CI can still be research-only or diverges.
Do not combine verdicts for the same scope. For a mixed change, record separate verdicts for materially different scopes when one label would hide the difference between authorized work and speculative additions. Omit the verdict when the change does not implicate a goal-integrity boundary.
Before reporting an issue:
Do not report speculative concerns as facts.
Use:
Omit P3-style polish unless the user asks for exhaustive feedback.
For each finding include:
Keep findings independent and deduplicated.
Perform one integrated review covering requirement compliance and code quality. Do not automatically create separate spec and quality reviewer agents.
A specialist or independent reviewer can be useful for a large, high-risk change. Use at most one by default, and verify its findings yourself before reporting them.
Start with findings ordered by severity.
Then include, only when useful:
When there are no material findings, say so directly and identify any tests or environments that were not exercised. Do not invent an issue to make the review look substantial.
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Investigate and fix bugs, failing tests, regressions, build failures, or unexpected behavior using boundary localization, evidence, and bounded hypotheses.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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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