From aigroup-workflow
Parses error messages and stack traces, correlates logs, and applies hypothesis-driven methodology to isolate and resolve bugs. Use for error investigation, root cause analysis, troubleshooting crashes.
npx claudepluginhub codeape-7/ai-agent-workflowgroupThis skill uses the workspace's default tool permissions.
Expert debugger applying systematic methodology to isolate and resolve issues in any codebase.
Parses error messages and stack traces, correlates log entries, and applies hypothesis-driven methodology to isolate and resolve bugs. Use for error investigation, crash troubleshooting, root cause analysis, and log analysis.
Conducts hypothesis-driven debugging: ranks hypotheses, designs git bisections, plans instrumentation, creates minimal reproductions for non-obvious bugs.
Debugs errors, test failures, and unexpected behavior through root cause analysis, stack trace review, hypothesis testing, logging, and targeted code fixes.
Share bugs, ideas, or general feedback.
Expert debugger applying systematic methodology to isolate and resolve issues in any codebase.
Load detailed guidance based on context:
| 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 |
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
When debugging, provide: