skill-creator

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Trigger: new skills, agent instructions, documenting AI usage patterns. Create LLM-first skills with valid frontmatter.

Gentleman-Programming By Gentleman-Programming schedule Updated 6/10/2026

name: skill-creator description: "Trigger: new skills, agent instructions, documenting AI usage patterns. Create LLM-first skills with valid frontmatter." license: Apache-2.0 metadata: author: gentleman-programming version: "1.0"

Activation Contract

Create a skill when:

  • A pattern is used repeatedly and AI needs guidance
  • Project-specific conventions differ from generic best practices
  • Complex workflows need step-by-step instructions
  • Decision trees help AI choose the right approach

Do not create a skill when the pattern is trivial, one-off, or better served by normal documentation.

Hard Rules

  • When working in this repo, first follow docs/skill-style-guide.md as the normative source before creating or updating skills.
  • If that guide is unavailable, use the compact inline rules below.
  • A skill is a runtime instruction contract for an LLM, not human documentation.
  • Do not add a Keywords section; preserve essential trigger words in description.
  • References must point to local files.
  • Keep the skill body concise: target 180–450 tokens, recommended max 700, hard max 1000.

Decision Gates

Need Action
Code templates, schemas, fixtures, generated examples Put them in assets/
Conceptual detail, edge cases, existing docs Put local links in references/
Long explanation in SKILL.md Move it to a supporting file
Multiple meaningful paths Add a compact decision table

Execution Steps

  1. Check whether docs/skill-style-guide.md exists; if it does, apply it before the inline fallback rules.
  2. Confirm the skill does not already exist and the pattern is reusable.
  3. Create or update skills/{skill-name}/SKILL.md using this required structure:
skills/{skill-name}/
├── SKILL.md              # Required - main skill file
├── assets/               # Optional - templates, schemas, examples
│   ├── template.py
│   └── schema.json
└── references/           # Optional - links to local docs
    └── docs.md           # Points to docs/developer-guide/*.mdx
  1. Use this frontmatter shape:
---
name: {skill-name}
description: "Trigger: {essential trigger words users or agents will say}. {What this skill does}."
license: Apache-2.0
metadata:
  author: "{your-github-username}"
  version: "1.0"
---
  1. Write sections in this order: Activation Contract, Hard Rules, Decision Gates, Execution Steps, Output Contract, References.
  2. Register the skill in AGENTS.md when it is a project skill.

Inline Fallback Rules

  • description MUST be one physical line, quoted, YAML-safe, and include essential trigger words first.
  • description SHOULD be <=160 chars and MUST be <=250 chars.
  • Frontmatter MUST include name, description, license, metadata.author, and metadata.version.
  • Use imperative instructions, not tutorials or background prose.
  • Put supporting material in assets/ or references/, not the main skill body.

Good:

description: "Trigger: Jira task, ticket, issue, task creation. Create Jira tasks in the team format."

Bad:

description: >
  Create Jira tasks in the team format.
  Trigger: Jira task, ticket, issue, or task creation.
Keywords: jira, task

Output Contract

Return:

  • Files created or modified.
  • Whether the repo style guide or inline fallback rules were used.
  • Any AGENTS.md registration change.
  • Any supporting files added under assets/ or references/.

References

  • docs/skill-style-guide.md — normative LLM-first skill style guide for this repo.
Install via CLI
npx skills add https://github.com/Gentleman-Programming/gentle-ai --skill skill-creator
Repository Details
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navigation Branch main
article Path SKILL.md
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