Create Skill

SkillAI & models

Add this and your AI can create new skills inside a repository for you. When you ask for a new skill, it sets up the files, checks that they follow the project's naming rules, and runs the project's validation steps. Everything it creates stays in line with the workflow the repository already documents.

Available today. Use it from your connected AI after setup.

Ask your AI to create a new skill, and it will build the files and run the checks the repository's workflow describes.

Then ask your AI: use the Create Skill skill

What your AI can do with it

  • Create a new skill in the current repository when you ask for one
  • Set up the starting files a new skill needs
  • Check that new skills follow the project's naming rules
  • Run the project's validation steps on new skills
  • Keep new skills aligned with the workflow described in the repository

What this skill tells your AI

The instructions your AI receives, as published by cherryhq/cherry-studio in .agents/skills/create-skill/SKILL.md and read by ahel’s review.

Create a new skill in .agents/skills/<skill-name>/ following the workflow defined in .agents/skills/README.md.

Workflow

Step 1: Gather Intent

Before creating anything, ask the user:

  1. Skill name: What should the skill be called? (lowercase, digits, hyphens only, e.g., gh-create-pr, prepare-release)
  2. Description: What should this skill do? Include specific trigger contexts (e.g., "Use when user asks to create PRs")
  3. Is this a public skill?: Should it be synced to .claude/skills/ for shared use? (default: no, private only)
  4. Test cases (optional): Does the user want to set up evals for this skill?

If the user provides partial info (e.g., just a name), proceed with reasonable defaults and ask to confirm.

Step 2: Read Guidelines

Always read .agents/skills/README.md before creating a new skill to ensure compliance with the current workflow.

Step 3: Create Skill Structure

Create the following directory structure:

.agents/skills/<skill-name>/
└── SKILL.md

SKILL.md template:

---
name: <skill-name>
description: <description>
---

# <Skill Name>

[Instructions for the skill]

Frontmatter fields:

  • name: Skill identifier (lowercase, digits, hyphens)
  • description: When to trigger (what the skill does + specific contexts)

Step 4: Sync (if public)

If the user wants a public skill, before validation:

  1. Add the skill name to .agents/skills/public-skills.txt (one per line, no inline comments)
  2. Run sync:
    pnpm skills:sync
    

This creates a symlink at .claude/skills/<skill-name>/ pointing to .agents/skills/<skill-name>/.

Note: pnpm skills:check primarily validates public skills (those in public-skills.txt) and also verifies related governance files, so you must sync first before validating.

Step 5: Validate

Run the validation command:

pnpm skills:check

If there are issues, fix them and re-run.

Step 6: Summary

Present the user with:

  • Created files
  • Validation result
  • Next steps (how to use the skill)

Naming Rules

  • Use lowercase letters, digits, and hyphens only
  • Prefer short, action-oriented names (e.g., gh-create-pr)

Public vs Private Skills

TypeLocationSyncRequires
Private.agents/skills/NoJust create the folder
PublicBothYesAdd to public-skills.txt + run pnpm skills:sync

Commands Reference

# Validate skill structure
pnpm skills:check

# Sync public skills to Claude
pnpm skills:sync

Constraints

  • Never create skills outside .agents/skills/<skill-name>/
  • Always run pnpm skills:check before completing
  • Public skills require both adding to public-skills.txt AND running pnpm skills:sync
  • If the skill-creator skill is available, you may use it for advanced skill development (evals, iterations), but this skill handles the basic creation workflow.

Signals

GitHub stars
52k
Forks
5k
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
create-skill-cherryhq
Source
github.com/cherryhq/cherry-studio