skill-creator
Skill0 starsChanged 3 months agoMITView on GitHub
Scaffolds and reviews new agent skills for this repository, following the Agent Skills spec (SKILL.md frontmatter, progressive disclosure, references/scripts/assets layout). Use when the user asks to create a new skill, turn a workflow or piece of expertise into a skill, or review/improve an existing SKILL.md.
189 other projects use a version of this.
Adopted by
Most recently taken up by
- SebastienDegodez/copilot-instructionstheir own version, first seen Nov 8, 2026
- idavidov13/agentic-playwrighttheir own version, first seen Nov 8, 2026
- HughYau/AcademicForgetheir own version, first seen Nov 8, 2026
- Ar9av/obsidian-wikitheir own version, first seen Nov 8, 2026
- rvdbreemen/OTGW-firmwaretheir own version, first seen Nov 8, 2026
- scenario-labs/skillstheir own version, first seen Nov 7, 2026
Used with
Projects with it also use taskflow-inbox-triage, mermaid-diagram-generator 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.
AtomicBot-aiSkilltaskflow-inbox-triage
Also in 6 projects that use this
shalombSkillmermaid-diagram-generator
Guide on creating and editing Mermaid charts safely. Use when asked to draw a diagram, flowchart, or architecture chart. Triggers on: 'mermaid', 'diagram', 'flowchart', 'visualize'.
Also in 5 projects that use this
naman10parikhSkillecosystem-reference
Quick-access directory of Claude Code ecosystem repos, skills, plugins, MCPs, and patterns. Use when improving the harness.
Also in 5 projects that use this
naman10parikhSkillfractal-delegation
Also in 5 projects that use this
Liang-MHSkillstock_analysis
获取 A 股、基金和港股的实时行情和技术分析数据
Also in 5 projects that use this
nicepkgSkillcommunity-led-growth
Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning customers into advocates. Knows the difference between community as a feature vs community as a growth engine, and how to measure community ROI. Use when "community-led, CLG, ambassador program, champion program, user community, developer community, word of mouth, user group, " mentioned.
Also in 5 projects that use this
- +6 more from naman10parikh
Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 189
- moltbot/clawdbot★ 394ksame name
- steipete/warelay★ 394ksame name
- steipete/clawdis★ 394ksame name
- moltbot/moltbot★ 394ksame name
- clawdbot/clawdbot★ 394ksame name
- openclaw/openclaw★ 394ksame name
- molt-bot/clawdbot★ 391ksame name
- anthropics/skills★ 189ksame name
- openai/codex★ 134ksame name
- google-gemini/gemini-cli★ 109ksame name
179 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 repository8 other files it gives its agents.
- advisorSkill
- codex-judgeSkill
- compound-knowledgeSkill
- file-todosSkill
- goal-loopSkill
- metapromptSkill
- remote-agentsSkill
- verify-before-doneSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 185 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 22
Clarify the task the skill captures: Ask (or infer from context): what triggers this skill, and what should the agent actually do once …
- Very specific: line 79
Read the target SKILL.md, then walk it against references/checklist.md and references/skill-spec.md.
“Common” is measured: kept by at least 6 in 10 of the 185 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 Creator
Helps author skills that live in skills/<name>/SKILL.md in this repo, so they work
correctly across Claude Code, Codex, Cursor, and any other Agent Skills-compatible client.
When to use this
- The user says "make this a skill", "turn this into a skill", "create a skill for X".
- The user asks you to review, clean up, or fix an existing
SKILL.md. - You're scaffolding this repo's own tooling-adjacent skills.
Instructions
- Clarify the task the skill captures. Ask (or infer from context): what triggers this skill, and what should the agent actually do once activated? A skill should cover one coherent capability — split unrelated workflows into separate skills.
- Pick the name. Lowercase, hyphenated, 1–64 chars, no leading/trailing/double
hyphens (e.g.
pdf-processing, notPDF-Processingor-pdf). The folder name underskills/must matchfrontmatter.nameexactly. Scaffold it. Run:
npm run new <skill-name>This copies
templates/skill-template/SKILL.mdintoskills/<skill-name>/with the name pre-filled.- Write the description first — it matters most. Agents only see
nameanddescriptionat startup (progressive disclosure, stage 1). A vague description means the skill never activates. State both what it does and when to use it, with concrete keywords a real task would mention.- Weak:
Helps with PDFs. - Strong:
Extracts text and tables from PDF files, fills PDF forms, and merges multiple PDFs. Use when working with PDF documents or when the user mentions PDFs, forms, or document extraction.
- Weak:
- Write the body for an agent, not a human reader. Step-by-step instructions,
concrete examples, and edge cases. Keep it under ~500 lines / ~5000 tokens — this
whole file is loaded into context once the skill activates (progressive disclosure,
stage 2). See
references/skill-spec.mdfor the full frontmatter rules. - Push detail out of SKILL.md. Anything long, occasionally-needed, or reference-y
(API details, exhaustive option lists, background reading) goes in
references/, and is loaded only if the agent follows a link there (stage 3). Executable helpers go inscripts/; templates or static files go inassets/. Keep file references one level deep from SKILL.md — don't chain references to references. Validate.
npm run validateFixes anything it flags: name/folder mismatch, missing/oversized description, oversized body, dangling file references.
- Self-review against the checklist in
references/checklist.mdbefore calling the skill done. Update the README table:
npm run sync-readme
Reviewing an existing skill
Read the target SKILL.md, then walk it against references/checklist.md and
references/skill-spec.md. Report concrete fixes (not just "looks fine") — e.g. "the
description doesn't say when to use this skill" or "this 800-line body should move
its API reference into references/".
Reference files
references/skill-spec.md— condensed Agent Skills frontmatter/layout spec.references/checklist.md— pre-flight checklist for a finished skill.
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.

