القائمة
Fix bugs in Codex by enforcing reproduction first, tracing the failing path with minimal reads, applying the smallest safe fix, and re-running the repro and relevant tests.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Add new functionality by understanding existing patterns and dependencies before writing code. Locates where the feature belongs, studies conventions, implements following precedent, then verifies integration. Use when asked to add a feature, flag, endpoint, component, or module.
Thorough code review using token-efficient context gathering. Analyzes PRs, diffs, or staged changes by checking blast radius, complexity, and dependencies before reviewing the actual code. Use when asked to review a PR, review changes, or do a code review.
Systematically investigate and fix bugs using token-efficient context gathering. Reproduces the issue first, localizes with blame and history, traces the call path, then verifies the fix. Use when asked to fix a bug, investigate an error, or debug unexpected behavior.
Diagnose and fix performance issues by measuring before optimizing. Establishes baselines, identifies bottlenecks through call graphs and complexity analysis, then confirms improvements with numbers. Use when asked to optimize, speed up, reduce memory usage, or fix slowness.
Efficiently explore and understand an unfamiliar codebase using token-lean context gathering. Maps project structure, identifies key files, and builds understanding progressively without reading everything. Use when onboarding to a new project, asked to understand a codebase, or starting work in unfamiliar code.
Migrate frameworks, APIs, or language versions incrementally with verification at each step. Surveys the migration surface, batches work by dependency order, and commits after each verified batch. Use when asked to migrate between frameworks, upgrade major versions, or adapt to new API versions.
| name | debug-bug |
| description | Fix bugs in Codex by enforcing reproduction first, tracing the failing path with minimal reads, applying the smallest safe fix, and re-running the repro and relevant tests. |
| compatibility | Codex CLI with terminal access, git (tokenlean CLI optional) |
No fix without reproduction.
Reproduce -> Localize -> Trace -> Fix -> Verify
<repro command>
Capture exact:
rg -n "<error text|code|symbol>" src test bin
git log --oneline -- <suspect-file>
git blame -L <start>,<end> <suspect-file>
If stack trace exists, start at top project frame.
rg -n "<function name>" src test
sed -n '1,260p' <suspect-file>
If available, tokenlean shortcuts:
tl-flow <function> <file>
tl-snippet <function> <file>
<repro command>
npm test
Re-run the original repro first, then regression checks.