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Gentle AI Skill Creator Agent Skill

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

804 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
828
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/Gentleman-Programming/gentle-pi --skill gentle-ai-skill-creator

The instruction itself

6 sections, as written by the author

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

  • Read docs/skill-style-guide.md before creating or updating skills.
  • Inspect existing skills and confirm the new skill does not duplicate one.
  • Choose a kebab-case skill name that matches the user-facing trigger.
  • Create or update this structure:
skills/{skill-name}/
├── SKILL.md
├── assets/       # optional
└── references/   # optional
  • 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"
---
  • Write sections in this order: Activation Contract, Hard Rules, Decision Gates, Execution Steps, Output Contract, References.
  • If this is a packaged gentle-pi skill, add it to scripts/verify-package-files.mjs.
  • 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.

How to use it

Copy the folder

Take gentleman-programming/gentle-ai-skill-creator from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.