skill-maker
Skill0 starsChanged 3 months agoMITView on GitHub
Create a new repository-local skill when a recurring reasoning or workflow problem has become stable enough to encode, and no existing mechanism already solves it.
21 other projects use a version of this.
Adopted by
Most recently taken up by
- vtmocanu/skillstheir own version, first seen Nov 7, 2026
- kellykampen/agent-skillstheir own version, first seen Nov 1, 2026
- vizier-lab/viziertheir own version, first seen Oct 30, 2026
- Bevis23/skill-makertheir own version, first seen Oct 20, 2026
- morodomi/dev-crewtheir own version, first seen Oct 17, 2026
- redhat-developer/rhdh-users-skill-packtheir own version, first seen Oct 15, 2026
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 21
- AlpacaLabsLLC/skills-for-architects★ 390same name
- nagisanzenin/claude-code-production-grade-plugin★ 181same name
- vizier-lab/vizier★ 18same name
- accolver/skill-maker★ 4same name
- akijain2000/skill-factory★ 4same name
- gicrisf/skills★ 4same name
- MoeenNehzati/famulus★ 4same name
- ZDStudios/AIOS★ 4same name
- ZohaibCodez/ai-architect-automation-skills★ 3same name
- Bevis23/skill-maker★ 2same name
11 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 repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- context-clearingSkill
- local-workerSkill
- model-checkSkill
- persona-makerSkill
- retroSkill
- script-makerSkill
- siftSkill
- spendSkill
- stage1-classifier-hardeningSkill
- telemetry-batterySkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 3 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 17 edited versions we read keep these.
3
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 8
Only for work that keeps requiring the same *kind* of judgment across otherwise-different tasks — not a one-off decision, and not something …
- Distinctive: line 13
Check for an existing skill, script, governing rule (AGENTS.md, target-repo authority), or persona that already solves it.
- Distinctive: line 16
If all three hold, write the skill as:
- Very specific: line 22
Keep it as short as sift or model-check — a page, not a manual.
- Distinctive: line 24
Do not create a skill for speculative future work, and do not create a "do everything" skill that could be several narrower ones.
“Common” is measured: kept by at least 6 in 10 of the 17 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
Skill maker
Only for work that keeps requiring the same kind of judgment across otherwise-different tasks — not a one-off decision, and not something a script could already do deterministically (route that to script-maker).
Before creating anything:
- State the concrete recurring problem and point to at least two real instances where it was solved by re-deriving the same reasoning from scratch.
- Check for an existing skill, script, governing rule (
AGENTS.md, target-repo authority), or persona that already solves it. If one exists, extend or point to it instead of creating a parallel mechanism. - Confirm the problem still requires judgment on each invocation — a fixed recurring role with no per-invocation reasoning is a persona (
persona-maker), not a skill.
If all three hold, write the skill as:
- a narrow trigger: the specific situation that invokes it, phrased so it doesn't fire on unrelated work;
- the minimum reasoning needed to resolve that situation — no restated project background, no generic advice available elsewhere;
- an explicit stop condition or output shape, so the skill doesn't sprawl into a general-purpose assistant.
Keep it as short as sift or model-check — a page, not a manual. State how its usefulness will be checked against real work (a specific past or near-term task it should measurably improve), not a hypothetical.
Do not create a skill for speculative future work, and do not create a "do everything" skill that could be several narrower ones.
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.

