skill-creator
Skill5 starsChanged 17 days agoMITView on GitHub
Create or improve codewhale skills. Use when the user wants a new skill, wants to update an existing skill, or needs guidance on when a skill should be a skill versus MCP, hooks, tools, or a plugin scaffold.
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 repository46 other files it gives its agents.
- batchSkill
- best-of-nSkill
- datavizSkill
- debugSkill
- delegateSkill
- dependency-updateSkill
- documentSkill
- documentsSkill
- docxSkill
- fleet-managerSkill
- flightsSkill
- forgetSkill
- frontend-designSkill
- githubSkill
- gmailSkill
- goalsSkill
- google-calendarSkill
- handoffSkill
- helpSkill
- image-searchSkill
- implementSkill
- interviewSkill
- mcp-builderSkill
- mcp-discoverySkill
- moneySkill
- pdfSkill
- photosSkill
- planSkill
- plugin-creatorSkill
- podcastSkill
- pptxSkill
- presentationsSkill
- releaseSkill
- researchSkill
- reviewSkill
- security-reviewSkill
- shoppingSkill
- simplifySkill
- skill-installerSkill
- spotifySkill
- spreadsheetsSkill
- testSkill
- ttsSkill
- verifySkill
- webapp-testingSkill
- xlsxSkill
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 9 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 185 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 11
Use this skill to create small, useful codewhale skills that match the runtime this repository actually ships.
- Distinctive: line 32
Use skills for model instructions, workflows, and lightweight conventions.
- Distinctive: line 66
Keep the body operational.
- Distinctive: line 68
Do not include general programming advice, marketing copy, or long background material.
- Very specific: line 71
Add scripts/ only for deterministic helpers that are worth maintaining.
- Very specific: line 72
Add assets/ only for templates, fixtures, examples, or files reused by the workflow.
- Distinctive: line 74
Do not assume scripts are safe to run.
- Very specific: line 86
Write frontmatter with name and description.
- Distinctive: line 87
Write a concise body with:
- Distinctive: line 93
Add companion files only when they reduce real complexity.
- Distinctive: line 102
Remove stale tool names, unavailable dependencies, and copied instructions from other agents that do not apply to codewhale.
- Distinctive: line 104
Keep examples short and directly tied to this runtime's commands and tools.
“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
Use this skill to create small, useful codewhale skills that match the runtime this repository actually ships.
What A Skill Is
A skill is a local folder with a SKILL.md file. Codewhale reads the skill name
and description during discovery, then loads the body only when the user or task
matches the skill.
Discovery paths, in precedence order:
<workspace>/.agents/skills<workspace>/skills<workspace>/.opencode/skills<workspace>/.claude/skills<workspace>/.cursor/skills<workspace>/.codewhale/skills~/.agents/skills~/.claude/skills~/.codewhale/skills
Use skills for model instructions, workflows, and lightweight conventions. Use
MCP for live external APIs or durable tools. Use hooks for automatic local
events. To distribute a skill through a plugin bundle, give the bundle a
plugin.json whose net.codewhale extension points skills.path at a
directory holding <name>/SKILL.md folders; each skill then loads namespaced
as <plugin>:<skill> after review, trust, and enablement. A bare SKILL.md
directory is discoverable on the skills paths above but is not a plugin
bundle and cannot be installed through /plugin install.
Minimum Shape
my-skill/
`-- SKILL.md---
name: my-skill
description: Use when Codewhale should follow this specific workflow.
---
# My Skill
Instructions for the agent.Frontmatter parsing is intentionally simple. Keep name and description as
plain single-line values. Use lower-case hyphen-case names.
Writing Rules
- Make the
descriptionaction-oriented and trigger-specific. It is the main signal Codewhale sees before loading the body. - Keep the body operational. Include what to do, what to avoid, and how to verify the result.
- Do not include general programming advice, marketing copy, or long background material.
- Move bulky details to
references/and mention exactly when to open them. - Add
scripts/only for deterministic helpers that are worth maintaining. - Add
assets/only for templates, fixtures, examples, or files reused by the workflow. - Do not assume scripts are safe to run. Community skill scripts require user intent and trust review.
Creation Workflow
- Define the skill boundary in one sentence.
- Decide whether a skill is the right surface:
- Instructional workflow: skill
- External service/API: MCP server plus an optional skill
- Repeated shell helper: local tool or script plus an optional skill
- Packaging multiple pieces: plugin scaffold plus skill/MCP activation notes
- Create
<skill-name>/SKILL.md. - Write frontmatter with
nameanddescription. - Write a concise body with:
- trigger and scope
- required inputs or assumptions
- step-by-step workflow
- validation checks
- safety notes
- Add companion files only when they reduce real complexity.
- Validate by loading the skill through
/skillsor by running the relevant skill discovery tests if editing this repository.
Updating Existing Skills
- Preserve the user's local intent. Avoid replacing a working skill wholesale unless the user asked for a rewrite.
- Tighten descriptions when the skill is under-triggering or over-triggering.
- Remove stale tool names, unavailable dependencies, and copied instructions from other agents that do not apply to codewhale.
- Keep examples short and directly tied to this runtime's commands and tools.
Validation Checklist
SKILL.mdstarts with---.namematches the directory name unless there is a deliberate reason.descriptionsays when to use the skill, not just what it is.- The body references only tools, commands, and paths that exist or are clearly optional.
- Any scripts or external-service steps explain credential and trust handling.
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.

