debugging-wizard
Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points, and applies systematic hypothesis-driven methodology to isolate and resolve bugs. Use when investigating errors, analyzing stack traces, finding root causes of unexpected behavior, troubleshooting crashes, or performing log analysis, error investigation, or root cause analysis.
适合你,如果经常需要从堆栈跟踪和日志中找出代码问题的根源
用别的 agent?下载 .zip 解压,把文件夹放进它的技能目录
~/.claude/skills/(项目级 .claude/skills/)~/.codex/skills/npx oh-my-skill add jeffallan/claude-skills/debugging-wizardcurl -fsSL https://oh-my-skill.com/install.sh | bash -s -- jeffallan/claude-skills/debugging-wizardnpx oh-my-skill verify jeffallan/claude-skills/debugging-wizard怎么用
商店整理自技能原文 · 版本 e8be415 · 表述以原文为准装上后,Claude 会像专业调试员一样分析错误信息、追踪堆栈、关联日志,用假设驱动的方法一步步找出并修复代码中的 bug。
当你描述错误、异常、崩溃或代码不工作时,Claude 会主动启动调试流程。
技能原文 SKILL.md
Debugging Wizard
Expert debugger applying systematic methodology to isolate and resolve issues in any codebase.
Core Workflow
- Reproduce - Establish consistent reproduction steps
- Isolate - Narrow down to smallest failing case
- Hypothesize and test - Form testable theories, verify/disprove each one
- Fix - Implement and verify solution
- Prevent - Add tests/safeguards against regression
Reference Guide
Load detailed guidance based on context:
<!-- Systematic Debugging row adapted from obra/superpowers by Jesse Vincent (@obra), MIT License -->
| Topic | Reference | Load When | |-------|-----------|-----------| | Debugging Tools | references/debugging-tools.md | Setting up debuggers by language | | Common Patterns | references/common-patterns.md | Recognizing bug patterns | | Strategies | references/strategies.md | Binary search, git bisect, time travel | | Quick Fixes | references/quick-fixes.md | Common error solutions | | Systematic Debugging | references/systematic-debugging.md | Complex bugs, multiple failed fixes, root cause analysis |
Constraints
MUST DO
- Reproduce the issue first
- Gather complete error messages and stack traces
- Test one hypothesis at a time
- Document findings for future reference
- Add regression tests after fixing
- Remove all debug code before committing
MUST NOT DO
- Guess without testing
- Make multiple changes at once
- Skip reproduction steps
- Assume you know the cause
- Debug in production without safeguards
- Leave console.log/debugger statements in code
Common Debugging Commands
Python (pdb)
python -m pdb script.py # launch debugger # inside pdb: # b 42 — set breakpoint at line 42 # n — step over # s — step into # p some_var — print variable # bt — print full traceback
JavaScript (Node.js)
node --inspect-brk script.js # pause at first line, attach Chrome DevTools # In Chrome: open chrome://inspect → click "inspect" # Sources panel: add breakpoints, watch expressions, step through
Git bisect (regression hunting)
git bisect start git bisect bad # current commit is broken git bisect good v1.2.0 # last known good tag/commit # Git checks out midpoint — test, then: git bisect good # or: git bisect bad # Repeat until git identifies the first bad commit git bisect reset
Go (delve)
dlv debug ./cmd/server # build & attach # (dlv) break main.go:55 # (dlv) continue # (dlv) print myVar
Output Templates
When debugging, provide:
- Root Cause: What specifically caused the issue
- Evidence: Stack trace, logs, or test that proves it
- Fix: Code change that resolves it
- Prevention: Test or safeguard to prevent recurrence