refine
Skill1 starsChanged 8 days agoMITView on GitHub
Run the AIPG refine workflow, which converges a plan file before develop builds it. A read-only critic under a fixed defect bar and a minimal-fold editor alternate until one round is clean. Use only when the user explicitly asks for the AIPG refine workflow.
42 other projects use a version of this.
Adopted by
Most recently taken up by
- ryanportfolio/winuse-mcptheir own version, first seen Nov 8, 2026
- ghostdogpr/skillstheir own version, first seen Nov 7, 2026
- ryanportfolio/Harness-Firmwaretheir own version, first seen Nov 7, 2026
- ryanportfolio/HarnessFirmware.comtheir own version, first seen Nov 5, 2026
- ryanportfolio/Corewise.Academytheir own version, first seen Nov 5, 2026
- meaningfool/skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use addskill, apply-firmware 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.
ryanportfolioSkilladdskill
Create, import, update, or install repo or personal skills: runtime ownership, resources, discovery checks.
Also in 6 projects that use this
ryanportfolioSkillapply-firmware
Bring current folder (plain folder, existing repo, old or partial firmware copy) up to full Harness Firmware in place. Mirror external repo → adopt-repo.
Also in 6 projects that use this
- +10 more from ryanportfolio
Other versions42 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 42
- PrimeIntellect-ai/prime-agent★ 23ksame name
- windmill-labs/windmill★ 18ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- rsi-gear/gear★ 422same name
- AlexPEClub/ai-coding-starter-kit★ 382same name
- automagik-dev/genie★ 351same name
- namastexlabs/automagik-genie★ 351same name
32 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 repository10 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- tests/CLAUDE.mdCLAUDE.md
- tools/CLAUDE.mdCLAUDE.md
- brainstormSkill
- debugSkill
- decideSkill
- developSkill
- docsSkill
- enhanceSkill
- investigateSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 1 is distinctive, and 2 are very specific to this project.
0
Common
Most of the 37 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 13
When plugin-access.mjs exits 1, show the user its message, which names the cause, and run it again once the cause is fixed.
- Very specific: line 16
Read ${CLAUDE_PLUGIN_ROOT}/workflows/refine/CLAUDE.md and follow it exactly.
- Distinctive: line 18
Use these paths wherever the guide says "this checkout" or "the tool's own directory":
“Common” is measured: kept by at least 6 in 10 of the 37 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
The user wants to run the refine-cycle dynamic workflow on the task below.
First run node "${CLAUDE_PLUGIN_ROOT}/tools/plugin-access.mjs" check. The Workflow tool launches only
engines the session can read. On missing, unless the working directory is ${CLAUDE_PLUGIN_ROOT} or a
folder above it, ask the user once whether to add the printed Read rule to their user settings. On yes,
run the command again with grant (settings reload live, no restart). On no, the user can run
/add-dir ${CLAUDE_PLUGIN_ROOT} for this session only.
When plugin-access.mjs exits 1, show the user its message, which names the cause, and run it again
once the cause is fixed.
Read ${CLAUDE_PLUGIN_ROOT}/workflows/refine/CLAUDE.md and follow it exactly.
Work its ## 0. Checklist top to bottom.
Use these paths wherever the guide says "this checkout" or "the tool's own directory":
- Engine
scriptPath:${CLAUDE_PLUGIN_ROOT}/workflows/refine/refine-cycle.mjs rootarg:${CLAUDE_PLUGIN_DATA}. Refine state lands in itsruns/<runId>-refine/, plan files in itsplans/<runId>/. Never the plugin install dir, which is version-swapped on update.blockToolarg (the editor's re-validation command):${CLAUDE_PLUGIN_ROOT}/tools/plan-block.mjs
$ARGUMENTS
Does it work?
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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.

