fix
Skill1 starsChanged 5 days agoMITView on GitHub
Diagnose an issue down to its root cause, explain it, then fix it with a test, docs, and a commit.
82 other projects use a version of this.
Adopted by
Most recently taken up by
- tyrantpiper/travel-pwatheir own version, first seen Nov 8, 2026
- Bhenderlong/vallorix-mcp-plugintheir own version, first seen Nov 8, 2026
- KadirHarmanc/nazar-skilltheir own version, first seen Nov 8, 2026
- zedarvates/frugal-skillstheir own version, first seen Nov 8, 2026
- ribato22/vibechecktheir own version, first seen Nov 8, 2026
- ControllableModel/SWE-Skills-Benchtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use feature, frontend-code-review and 10 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.
bradtraversySkillfeature
Manage current feature workflow - start, review, explain or complete
Also in 10 projects that use this
chendongqiSkillfrontend-code-review
Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while applying the checklist rules.
Also in 4 projects that use this
GoogleSkillpr-creator
Also in 4 projects that use this
PJuniszewskiSkillcook
Feature development with guardrails. Plan → Review → Code → Ship.
Also in 3 projects that use this
vbrevikSkillwork
Use when the user says 'plan', 'todo', 'copy plan', 'append plan', 'resume plan', 'priorities', or 'what's next'.
Also in 4 projects that use this
Microsoft AzureSkilltest
Also in 12 projects that use this
Other versions82 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 82
- react/react★ 252ksame name
- facebook/react★ 252ksame name
- motiondivision/motion★ 35ksame name
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- crbnos/carbon★ 2.8ksame name
- Akylas/OSS-DocumentScanner★ 2.6ksame name
- kdlbs/kandev★ 1.1ksame name
- GoogleCloudPlatform/magic-modules★ 975same name
72 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 repository23 other files it gives its agents.
- AGENTS.mdAGENTS.md
- broSkill
- create-my-skillSkill
- glassmorphismSkill
- swiftui-designSkill
- humanizerSkill
- ponytail-auditSkill
- ponytail-debtSkill
- ponytail-gainSkill
- ponytail-helpSkill
- ponytail-reviewSkill
- ponytailSkill
- clean-up-git-historySkill
- commit-msgSkill
- diagnoseSkill
- grill-meSkill
- implementSkill
- loopSkill
- subagentsSkill
- update-docsSkill
- verify-appSkill
- sudo-ssh-authSkill
- web-app-secSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 2 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 75 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 20
Run diagnose steps 1-4 only (pin the symptom, narrow, confirm, report).
- Distinctive: line 22
If the cause is not in what this project can change (hardware, a third-party service, the user's environment), stop after the report: there …
- Distinctive: line 24
If the cause is only a hypothesis, or several fixes are possible with different trade-offs, ask which way to go.
- Very specific: line 28
Run the implement workflow from step 2 (reading the code the batch touches) onwards, with the fix as the task:
- Very specific: line 32
before the commit, check that the symptom is gone the same way diagnose reproduced it.
“Common” is measured: kept by at least 6 in 10 of the 75 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
Fix
One run, one bug: diagnose finds the cause, implement fixes it.
The argument after the command is the symptom, the same as for diagnose. Without an argument, take the issue from the conversation.
Principles
- Fix the cause, not the symptom. Fix it once, in the shared code, not in each place the symptom shows up.
Workflow
1. Diagnose
Run diagnose steps 1-4 only (pin the symptom, narrow, confirm, report). Its read-only rule applies only until that report is delivered; after it, implement's rules apply.
If the cause is not in what this project can change (hardware, a third-party service, the user's environment), stop after the report: there is nothing to commit.
If the cause is only a hypothesis, or several fixes are possible with different trade-offs, ask which way to go. Otherwise continue without asking.
2. Implement
Run the implement workflow from step 2 (reading the code the batch touches) onwards, with the fix as the task:
- the scope is the cause found in step 1, nothing more;
- the failing test reproduces the original symptom;
- before the commit, check that the symptom is gone the same way
diagnosereproduced it.
3. Report
The implement report, with one line on top (this format is obligatory even for small commits):
- 🎯 Cause: — one sentence from the diagnosis.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

