investigate
Skill1.7k starsChanged 7 months agoMITView on GitHub
Systematic root-cause debugging. Four phases: investigate, analyze, hypothesize, implement. Iron Law: no fixes without root cause investigation first. Use when debugging errors, unexpected behavior, or troubleshooting.
128 other projects use a version of this, 6 of them edited.
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Quiet since February.thin dataabout the whole repository
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Who's talking about DenchHQ/ironclaw
The biggest 1 of 1 mention linking to the repository that our crawl found. Each line is their own headline.
Used with
Projects with it also use pair-agent, plan-devex-review and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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Other versions128 projects use a version of this.
Word for word · 1
- DenchHQ/DenchClaw★ 1.7k100% same
Edited · 6
- mr-daedalium/ostack-saas★ 10812% same
- lucas-flatwhite/gstack-ko★ 4512% same
- OrionArchitekton/orion-skills★ 220% same
- sameerhimati/claude-code-kit★ 133% same
- ramybarsoum/claude-skills★ 038% same
- WinterDDo/claude-skills★ 015% same
Wrote their own version · 121
- recharts/recharts★ 28ksame name
- gitkraken/vscode-gitlens★ 10ksame name
- vercel/eve★ 5.8ksame name
- rilldata/rill★ 3ksame name
- ceedaragents/cyrus★ 888same name
- cyrusagents/cyrus★ 888same name
- rommapp/argosy-launcher★ 710same name
- Dimon94/dverity★ 107same name
- Dimon94/skills★ 107same name
- no-session/pstack★ 96same name
111 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository35 other files it gives its agents.
- .cursor/rules/git-rules.mdcCursor rule
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The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 7 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 114 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 23
Collect symptoms: Read error messages, stack traces, reproduction steps.
- Distinctive: line 43
Check if this bug matches a known pattern:
- Distinctive: line 60
Before writing ANY fix, verify your hypothesis.
- Distinctive: line 62
Confirm: Add a temporary log or assertion at the suspected root cause.
- Distinctive: line 66
3-strike rule: If 3 hypotheses fail, STOP.
- Distinctive: line 86
Run the full test suite: No regressions.
- Distinctive: line 113
Never say "this should fix it.": Verify and prove it.
“Common” is measured: kept by at least 6 in 10 of the 114 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Systematic Debugging — Find the Root Cause
Iron Law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.
Fixing symptoms creates whack-a-mole debugging. Every fix that doesn't address root cause makes the next bug harder to find.
Related skills: review | qa | careful
Phase 1: Root Cause Investigation
Gather context before forming any hypothesis.
- Collect symptoms: Read error messages, stack traces, reproduction steps. If not enough context, ask ONE question at a time.
- Read the code: Trace the code path from symptom to potential cause.
Check recent changes:
git log --oneline -20 -- <affected-files>Was this working before? What changed? A regression means the root cause is in the diff.
- Reproduce: Can you trigger the bug deterministically? If not, gather more evidence.
Output: "Root cause hypothesis: ..." — a specific, testable claim about what is wrong and why.
Phase 2: Pattern Analysis
Check if this bug matches a known pattern:
| Pattern | Signature | Where to look |
| Race condition | Intermittent, timing-dependent | Concurrent access to shared state |
| Nil/null propagation | TypeError, undefined is not a function | Missing guards on optional values |
| State corruption | Inconsistent data, partial updates | Transactions, callbacks, hooks |
| Integration failure | Timeout, unexpected response | External API calls, service boundaries |
| Configuration drift | Works locally, fails in staging | Env vars, feature flags, DB state |
| Stale cache | Shows old data, fixes on cache clear | Redis, CDN, browser cache |
Also check TODOS.md for related known issues and git log for prior fixes in the same area — recurring bugs in the same files are an architectural smell.
Phase 3: Hypothesis Testing
Before writing ANY fix, verify your hypothesis.
- Confirm: Add a temporary log or assertion at the suspected root cause. Reproduce. Does evidence match?
- If wrong: Return to Phase 1. Gather more evidence. Do not guess.
- 3-strike rule: If 3 hypotheses fail, STOP. Ask the user:
- A) Continue investigating with a new hypothesis
- B) Escalate for human review
- C) Add logging and catch it next time
Red flags — slow down:
- "Quick fix for now" — there is no "for now." Fix it right or escalate.
- Proposing a fix before tracing data flow — you're guessing.
- Each fix reveals a new problem elsewhere — wrong layer, not wrong code.
Phase 4: Implementation
Once root cause is confirmed:
- Fix the root cause, not the symptom. Smallest change that eliminates the actual problem.
- Minimal diff. Fewest files, fewest lines. Resist refactoring adjacent code.
- Write a regression test that fails without the fix and passes with it.
- Run the full test suite. No regressions.
- If fix touches >5 files: Flag the blast radius and ask before proceeding.
Phase 5: Verification & Report
Reproduce the original bug and confirm it's fixed. This is not optional.
DEBUG REPORT
════════════════════════════════════════
Symptom: [what the user observed]
Root cause: [what was actually wrong]
Fix: [what was changed, file:line]
Evidence: [test output showing fix works]
Regression test: [file:line of the new test]
Status: DONE | DONE_WITH_CONCERNS | BLOCKED
════════════════════════════════════════Important Rules
- 3+ failed fix attempts → STOP and question the architecture.
- Never apply a fix you cannot verify.
- Never say "this should fix it." Verify and prove it.
- If fix touches >5 files → ask first.
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