skill-creator
Skill1 starsChanged 7 months agoMITView on GitHub
Use when creating a new agent skill file — captures intent, interviews about behavior and edge cases, writes SKILL.md with valid agentskills.io frontmatter, and proposes manual test scenarios. Works for any agent following the agentskills.io standard.
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.
- CLAUDE.mdCLAUDE.md
- autoresearchSkill
- chrome-devtoolsSkill
- experiment-runnerSkill
- playwright-browserSkill
- pr-reviewSkill
- save-knowledgeSkill
- sp-plan-discoverySkill
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 185 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 47
Start with "Use when..."
- Distinctive: line 65
Run each scenario manually with an agent.
“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
A lean, cross-platform workflow for authoring agent skills. No automated evals — cycle is draft → manual test → refine.
Process
- Capture intent — Ask: What should this skill help an agent do? What triggers it?
- Interview — One question at a time:
- What does the agent get wrong without this skill?
- What are 2–3 concrete scenarios where this skill applies?
- What are the hard rules the agent must follow?
- What are the most common mistakes to avoid?
- Write SKILL.md — Using the structure below.
- Propose test cases — Write 2–3 manual pressure scenarios.
- Iterate — User tests scenarios, reports gaps, refine.
SKILL.md Structure
---
name: skill-name-with-hyphens
description: Use when [specific triggering conditions — NOT a workflow summary]
---
# Skill Name
## When to Use
[Symptoms and contexts. When NOT to use.]
## Core Rules
[Constraints or technique — numbered if sequential, bullets if parallel]
## Common Mistakes
[What goes wrong + how to fix it]Frontmatter Rules
name: letters, numbers, hyphens only — no parentheses or special chars- Total frontmatter: under 1024 characters
description: triggering conditions ONLY — never summarize the workflow- Start with "Use when..."
- Keep under 500 characters
Bad description (summarizes workflow — agent may follow this instead of reading skill body):
"Use when planning — asks questions one at a time, proposes 3 approaches, then gets approval"
Good description (triggering conditions only):
"Use when starting any design or planning work before writing code"
Test Case Template
For each scenario, define:
- Context: What is the conversation about?
- Pressure: What makes the agent want to skip the skill?
- Pass condition: What does correct behavior look like?
- Fail condition: What specific violation are you watching for?
Run each scenario manually with an agent. Report what the agent did wrong — refine the skill to address that exact rationalization.
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.

