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SKILL verified MIT Self-run

Skill Creator

skill-gentleman-programming-gentle-ai-skill-creator · by Gentleman-Programming

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

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Install

$ agentstack add skill-gentleman-programming-gentle-ai-skill-creator

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
18d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

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.
  • For installed global skills, use references/skill-style-guide.md as the bundled local copy of that guide when docs/skill-style-guide.md is unavailable.
  • If neither guide is available, 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 bundled local copy or inline fallback rules.
  2. If the repo guide is unavailable, read references/skill-style-guide.md and apply it before the inline fallback rules.
  3. Confirm the skill does not already exist and the pattern is reusable.
  4. 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

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.
- `references/skill-style-guide.md` — bundled local copy for installed global skills when the repo doc is unavailable.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [Gentleman-Programming](https://github.com/Gentleman-Programming)
- **Source:** [Gentleman-Programming/gentle-ai](https://github.com/Gentleman-Programming/gentle-ai)
- **License:** MIT
- **Homepage:** https://gentle-ai.gentlemanprogramming.com/

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.