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Agent Orchestration
Skill

/skill-creator

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

BOOST
From plugin
gentle-shell
1.2k12 skills10 agents
Install
$ npx -y skills add gentleman-programming/gentle-shell --skill skill-creator --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/skill-creator

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

skill-creator.SKILL.md
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:

skills/{skill-name}/
├── SKILL.md
├── assets/       # optional
└── references/   # optional

5. 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"
---

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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Ships withgentle-shell

Gentle Shell is a Pi-native coding-agent harness for controlled development with Organic Driven Development, optional SDD/OpenSpec, subagents, TDD evidence, review guardrails, skills, and memory integrations.

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