Claude Skill

gentle-ai-skill-creator

Trigger: /skill-creation, skill creation, skill creator, create skill, new skill. Create LLM-first skills with valid frontmatter.

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Download gentleman-programming-gentle-shell-skills_skill-creator-5454832.zip · 1 KB
Part of gentleman-programming/gentle-shell — 12 skills

Install

skills CLI npx skills add https://github.com/Gentleman-Programming/gentle-shell/tree/main/skills/skill-creator
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install gentleman-programming-gentle-shell@llmmart
Git git clone https://github.com/Gentleman-Programming/gentle-shell.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole gentleman-programming/gentle-shell collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Activation Contract

Use this skill when creating or updating a reusable AI skill for Pi or another agent runtime.

Create a skill when:

  • a workflow or convention is reused across sessions;
  • generic agent behavior needs project-specific constraints;
  • a decision tree helps the agent choose safely;
  • examples, templates, or references would make future execution more reliable.

Do not create a skill for a one-off task, generic documentation, or rules that belong in code/tests.

Hard Rules

  • Follow docs/skill-style-guide.md as the normative source for skill structure and style.
  • A skill is an LLM runtime contract, not human-facing docs.
  • Keep SKILL.md concise: target 180–450 tokens, max 1000.
  • Use imperative instructions and concrete gates; avoid tutorials and background prose.
  • Frontmatter description must be one physical YAML-safe line and include trigger words first.
  • Do not add a Keywords section; put essential trigger words in description.
  • Put templates, schemas, and generated examples in assets/.
  • Put longer rationale or local doc links in references/.
  • After changing project skills, refresh the registry with /skill-registry:refresh when available.

Decision Gates

Need Action
Small reusable behavior Create skills/{skill-name}/SKILL.md only
Templates, schemas, fixtures Add skills/{skill-name}/assets/
Longer explanation or edge cases Add skills/{skill-name}/references/
Existing skill covers it Update the existing skill instead
Skill affects delegation discovery Ensure trigger words appear in description

Execution Steps

  1. Read docs/skill-style-guide.md before creating or updating skills.
  2. Inspect existing skills and confirm the new skill does not duplicate one.
  3. Choose a kebab-case skill name that matches the user-facing trigger.
  4. Create or update this structure:
skills/{skill-name}/
├── SKILL.md
├── assets/       # optional
└── references/   # optional
  1. Use this frontmatter shape:
---
name: {skill-name}
description: "Trigger: {phrases users or agents will say}. {What this skill does}."
license: Apache-2.0
metadata:
  author: gentleman-programming
  version: "1.0"
---
  1. Write sections in this order: Activation Contract, Hard Rules, Decision Gates, Execution Steps, Output Contract, References.
  2. If this is a packaged gentle-pi skill, add it to scripts/verify-package-files.mjs.
  3. Refresh or document the skill registry update path.

Output Contract

Return:

  • Files created or modified.
  • Whether this created a new skill or updated an existing one.
  • Any supporting assets/ or references/ files added.
  • Whether package verification or skill registry refresh is needed.

References

  • docs/skill-style-guide.md — normative LLM-first skill style guide.
  • skills/skill-registry/SKILL.md — registry refresh and indexing contract.
Files (gentle-shell)
  • SKILL.md 3.1 KB
    ---
    name: gentle-ai-skill-creator
    description: "Trigger: /skill-creation, skill creation, skill creator, create skill, new skill. Create LLM-first skills with valid frontmatter."
    license: Apache-2.0
    metadata:
      author: gentleman-programming
      version: "1.0"
    ---
    
    ## Activation Contract
    
    Use this skill when creating or updating a reusable AI skill for Pi or another agent runtime.
    
    Create a skill when:
    - a workflow or convention is reused across sessions;
    - generic agent behavior needs project-specific constraints;
    - a decision tree helps the agent choose safely;
    - examples, templates, or references would make future execution more reliable.
    
    Do not create a skill for a one-off task, generic documentation, or rules that belong in code/tests.
    
    ## Hard Rules
    
    - Follow `docs/skill-style-guide.md` as the normative source for skill structure and style.
    - A skill is an LLM runtime contract, not human-facing docs.
    - Keep `SKILL.md` concise: target 180–450 tokens, max 1000.
    - Use imperative instructions and concrete gates; avoid tutorials and background prose.
    - Frontmatter `description` must be one physical YAML-safe line and include trigger words first.
    - Do not add a `Keywords` section; put essential trigger words in `description`.
    - Put templates, schemas, and generated examples in `assets/`.
    - Put longer rationale or local doc links in `references/`.
    - After changing project skills, refresh the registry with `/skill-registry:refresh` when available.
    
    ## Decision Gates
    
    | Need | Action |
    | --- | --- |
    | Small reusable behavior | Create `skills/{skill-name}/SKILL.md` only |
    | Templates, schemas, fixtures | Add `skills/{skill-name}/assets/` |
    | Longer explanation or edge cases | Add `skills/{skill-name}/references/` |
    | Existing skill covers it | Update the existing skill instead |
    | Skill affects delegation discovery | Ensure trigger words appear in `description` |
    
    ## Execution Steps
    
    1. Read `docs/skill-style-guide.md` before creating or updating skills.
    2. Inspect existing skills and confirm the new skill does not duplicate one.
    3. Choose a kebab-case skill name that matches the user-facing trigger.
    4. Create or update this structure:
    
    ```text
    skills/{skill-name}/
    ├── SKILL.md
    ├── assets/       # optional
    └── references/   # optional
    ```
    
    5. Use this frontmatter shape:
    
    ```yaml
    ---
    name: {skill-name}
    description: "Trigger: {phrases users or agents will say}. {What this skill does}."
    license: Apache-2.0
    metadata:
      author: gentleman-programming
      version: "1.0"
    ---
    ```
    
    6. Write sections in this order: Activation Contract, Hard Rules, Decision Gates, Execution Steps, Output Contract, References.
    7. If this is a packaged `gentle-pi` skill, add it to `scripts/verify-package-files.mjs`.
    8. Refresh or document the skill registry update path.
    
    ## Output Contract
    
    Return:
    - Files created or modified.
    - Whether this created a new skill or updated an existing one.
    - Any supporting `assets/` or `references/` files added.
    - Whether package verification or skill registry refresh is needed.
    
    ## References
    
    - `docs/skill-style-guide.md` — normative LLM-first skill style guide.
    - `skills/skill-registry/SKILL.md` — registry refresh and indexing contract.
    

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