skill-creator

skill-creator is a skill for Claude Code, Codex from Gentleman-Programming/gentle-ai. It costs 27 tokens per session (916 once invoked), scanned A, original, MIT.

A guide for creating reusable instruction packages that tell an AI coding agent how to handle recurring work, project rules, and complex decisions.

In plain words
What is it for?
Use it to design, update, and structure skills for an AI coding agent, including their triggers, rules, references, and supporting files.
Why use it?
It helps keep agent instructions consistent and prevents repeating the same workflow guidance in every conversation.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions AGENTS.md.

About the project

Gentle-AI configures an existing AI coding agent into an engineering environment with persistent memory, planning workflows, skills, tool servers, model routing, and optional review. Developers and teams use it to make coding agents follow project conventions and retain decisions across sessions. The catalogue entries are its skills, commands, agents, and instruction.

Gentleman-Programming/gentle-ai · 6,291 stars · on GitHub · gentle-ai.gentlemanprogramming.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/gentleman-programming/gentle-ai/skill-creator
Any agent
npx skills add Gentleman-Programming/gentle-ai --skill skill-creator
Clone the repo
git clone --depth 1 https://github.com/Gentleman-Programming/gentle-ai

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for skill-creator

README.md
[![agentmods](https://agentmods.dev/badge/skills/gentleman-programming/gentle-ai/skill-creator.svg)](https://agentmods.dev/skills/gentleman-programming/gentle-ai/skill-creator)
Your own site
<a href="https://agentmods.dev/skills/gentleman-programming/gentle-ai/skill-creator"><img src="https://agentmods.dev/badge/skills/gentleman-programming/gentle-ai/skill-creator.svg" alt="Measured on agentmods" height="20"></a>
Per session 27 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 916 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00027 $0.00916
Opus 5 $0.00014 $0.00458
Sonnet 5 $0.00005 $0.00183
Haiku 4.5 $0.00003 $0.00092

Measured 3d ago against content hash 2e560aec25d3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

skill-creator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

internal/assets/skills/skill-creator/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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:

Read the full file on GitHub · 105 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 105 lines · 27 tokens per session scan A 2e560aec25d3

Subscribe to this mod's changes

skill-creator is a skill published in the GitHub repository Gentleman-Programming/gentle-ai (6,291 stars, last pushed today), licensed MIT. It adds 27 tokens to every session and 916 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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