Systematic debugging — reproduce, isolate, form hypotheses, instrument, fix, and add regression tests. Use when troubleshooting errors, failing tests, or unexpected behavior.
原文语言:英语
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Systematic debugging — reproduce, isolate, form hypotheses, instrument, fix, and add regression tests. Use when troubleshooting errors, failing tests, or unexpected behavior.
原文语言:英语
Analyzes task dependencies and groups independent steps into parallel batches. Use when executing multi-step plans or performing research across multiple sources.
原文语言:英语
Autonomous planning with internal reasoning. Researches, evaluates ideas, presents a plan. Minimizes user round-trips. Use before making non-trivial changes.
原文语言:英语
Reviews changes for correctness, edge cases, style, security, and maintainability with severity levels. 10 parallel checks with version-specific research. Use before finalizing changes.
原文语言:英语
Applies tests-first discipline (red/green/refactor) and adds regression tests for bugs. Use when implementing features, fixing bugs, or refactoring.
原文语言:英语
Mandatory checklist before claiming a task is done. Ensures verification, clean code, and accurate reporting. Use before saying "done" or "complete".
原文语言:英语
Reviews changes for correctness, edge cases, style, security, and maintainability with severity levels. 10 parallel checks with version-specific research. Use before finalizing changes.
原文语言:英语
Systematic debugging — reproduce, isolate, form hypotheses, instrument, fix, and add regression tests. Use when troubleshooting errors, failing tests, or unexpected behavior.
原文语言:英语
Autonomous planning with internal reasoning. Researches, evaluates ideas, presents a plan. Minimizes user round-trips. Use before making non-trivial changes.
原文语言:英语
Applies tests-first discipline (red/green/refactor) and adds regression tests for bugs. Use when implementing features, fixing bugs, or refactoring.
原文语言:英语
Analyzes task dependencies and groups independent steps into parallel batches. Use when executing multi-step plans or performing research across multiple sources.
原文语言:英语