gentle-ai-skill-creator

SkillAI & models

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

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the gentle-ai-skill-creator skill

What this skill tells your AI

The instructions your AI receives, as published by gentleman-programming/gentle-pi in skills/skill-creator/SKILL.md and read by ahel’s review.

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

NeedAction
Small reusable behaviorCreate skills/{skill-name}/SKILL.md only
Templates, schemas, fixturesAdd skills/{skill-name}/assets/
Longer explanation or edge casesAdd skills/{skill-name}/references/
Existing skill covers itUpdate the existing skill instead
Skill affects delegation discoveryEnsure 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.

Signals

GitHub stars
749
Forks
105
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
gentle-ai-skill-creator
Source
github.com/gentleman-programming/gentle-pi
gentle-ai-skill-creator: Skill · ahel