verify-feature
Skill3 starsChanged 49 days agoMITView on GitHub
Discover repository-specific verification commands, run them, record evidence, and diagnose failures for an autonomous-development run.
5 other projects use a version of this.
Adopted by
Most recently taken up by
- arcasilesgroup/ai-engineeringtheir own version, first seen Nov 8, 2026
- phatysddev/skillstheir own version, first seen Oct 9, 2026
- ProxiBlue/claude-skillstheir own version, first seen Oct 7, 2026
- SemanticMatter/autonomous-developmentword for word, first seen Sep 24, 2026
- TomWebwalker/skillstheir own version, first seen Aug 11, 2026
Other versions5 projects use a version of this.
Word for word · 1
- SemanticMatter/autonomous-development★ 3100% same
Edited · 0
None found.
Wrote their own version · 4
- arcasilesgroup/ai-engineering★ 65same name
- ProxiBlue/claude-skills★ 18same name
- phatysddev/skills★ 8same name
- TomWebwalker/skills★ 2same name
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 repository11 other files it gives its agents.
- adversarial-reviewSkill
- autonomous-currentSkill
- autonomous-featureSkill
- autonomous-mainSkill
- autonomous-statusSkill
- codex-reviewSkill
- enhance-ideaSkill
- fix-findingsSkill
- implementation-planSkill
- implement-planSkill
- review-existing-prSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
2
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 14
Run focused tests for changed behavior first.
- Distinctive: line 15
Run applicable formatting checks, linters, type checks, unit tests, integration tests, builds, and runtime verification.
“Common” is measured: kept by at least 6 in 10 of the 4 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
Verify the feature
Read references/check-discovery.md.
- Discover authoritative commands from repository instructions and CI configuration.
- Run focused tests for changed behavior first.
- Run applicable formatting checks, linters, type checks, unit tests, integration tests, builds, and runtime verification.
- Record each command through:
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/controller.py" run-check --name <name> -- <executable> <arguments...>- Diagnose and fix failures only when the failure is caused by the implementation. Do not hide, skip, delete, or weaken tests.
- Report commands, exit status, and log paths.
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
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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.

