skill-creator SKILL.md skillA

skill-creator from clacky-ai/openclacky is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add clacky-ai/openclacky/skill-creator@git:20260928.5326d06

Pins git:20260928.5326d06 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
clacky-ai/openclacky
Path
lib/clacky/default_skills/skill-creator/SKILL.md
Versions recorded
6
Latest version
git:20260928.5326d06, committed Sep 28, 2026
First version recorded
Mar 30, 2026
Size
26,664 bytes
Repository stars
1,206
License
MIT

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Skill Creator

A skill for creating new skills and iteratively improving them.

## Usage Modes

This skill supports two modes:

### 1. Interactive Mode (default)

The full workflow with user interviews, test cases, and iteration cycles.
Use when creating or refining skills manually.

At a high level, the process of creating a skill goes like this:

- Decide what you want the skill to do and roughly how it should do it
- Write a draft of the skill
- Create a few test prompts and simulate running them (with vs. without the skill instructions)
- Help the user evaluate the results both qualitatively and quantitatively
  - While reviewing, draft quantitative assertions if there aren't any
  - Use `eval-viewer/generate_review.py` to generate a static HTML viewer for the user to review results and leave feedback
- Rewrite the skill based on the user's feedback
- Repeat until satisfied
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add clacky-ai/openclacky/skill-creator@sha256:a5958395dc61ffd5

The line at the top of this page pins the label git:20260928.5326d06, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lsrwsfokupvvonql.svg)](https://markdownregistry.com/a/art_lsrwsfokupvvonql)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Mar 30, 2026 and Sep 28, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
git:20260928.5326d06 latest2026-09-28 5326d06 26,664 BA view · diff
git:20260817.f54f9b52026-08-17 f54f9b5 26,544 BA view · diff
git:20260613.e9080a32026-06-13 e9080a3 26,429 BA view · diff
git:20260422.4a1267a2026-04-22 4a1267a 26,411 BA view · diff
git:20260419.40a84332026-04-19 40a8433 26,413 BA view · diff
git:20260330.af703a72026-03-30 af703a7 24,360 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (26664 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

clacky-ai/openclacky · 1,206 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lsrwsfokupvvonql
GET https://markdownregistry.com/api/v1/resolve?ref=clacky-ai/openclacky/skill-creator
GET https://markdownregistry.com/api/v1/blob/a5958395dc61ffd5736de3100f805e25e561cc289cc0288a0b3eb266aa17f5b7

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from clacky-ai/openclacky

commit SKILL.md skill
clacky-ai/openclacky · .clacky/skills/commit/SKILL.md
git:20260319.ca40738 · audit C · 1,206 stars
gem-release SKILL.md skill
clacky-ai/openclacky · .clacky/skills/gem-release/SKILL.md · Automates the complete process of releasing a new version of the openclacky Ruby gem. Supports both stable releases…
git:20260921.3af84ff · audit B · 1,206 stars
oss-upload SKILL.md skill
clacky-ai/openclacky · .clacky/skills/oss-upload/SKILL.md · Upload local files to Tencent COS (oss.1024code.com CDN) using coscli. Use when user wants to upload a file to CDN/OSS…
git:20260329.a0d91f2 · audit A · 1,206 stars
computer-use SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/computer-use/skills/computer-use/SKILL.md · Drive the desktop — macOS, or the Windows desktop through WSL — when a task needs a native app, dialog, menu bar, file…
git:20260928.5326d06 · audit A · 1,206 stars
ext-develop SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/ext-studio/skills/ext-develop/SKILL.md · Build, debug, or publish an OpenClacky extension — scaffold a new one from an idea, fix a broken/invisible…
git:20260928.5326d06 · audit A · 1,206 stars
meeting-summarizer SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/meeting/skills/meeting-summarizer/SKILL.md · Summarize a completed meeting from its transcript. Produces a structured summary with key decisions, action items, and…
git:20260928.5326d06 · audit A · 1,206 stars
browser-setup SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/browser-setup/SKILL.md · Configure the browser tool for Clacky. Guides the user through Chrome or Edge setup, verifies the connection, and…
git:20260928.5326d06 · audit A · 1,206 stars
channel-manager SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/channel-manager/SKILL.md · Configure IM platform channels (Feishu, WeCom, Weixin, Discord, Telegram, DingTalk, QQ) for openclacky. Uses browser…
git:20261105.fd578c5 · audit A · 1,206 stars
code-explorer SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/code-explorer/SKILL.md · Use this skill when exploring, analyzing, or understanding project/code structure. Required for tasks like "analyze…
git:20260928.5326d06 · audit A · 1,206 stars
cron-task-creator SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/cron-task-creator/SKILL.md · Create, manage, and run scheduled automated tasks (cron jobs) in Clacky. Use this skill whenever the user wants to…
git:20261105.856f41e · audit A · 1,206 stars
deploy SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/deploy/SKILL.md · Deploy Rails applications to Railway. Handles first-time setup and re-deploys idempotently using Railway CLI. Trigger…
git:20260928.5326d06 · audit A · 1,206 stars
mcp-manager SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/mcp-manager/SKILL.md · Manage MCP (Model Context Protocol) servers for openclacky: add, list, probe, remove, reconfigure. Edits…
git:20260928.5326d06 · audit A · 1,206 stars

Every file in clacky-ai/openclacky

Other files named skill-creator

skill-creator SKILL.md skill
anthropics/skills · skills/skill-creator/SKILL.md · Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a…
git:20260306.b0cbd3d · audit A · 189,583 stars
skill-creator SKILL.md skill
bytedance/deer-flow · skills/public/skill-creator/SKILL.md · Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a…
git:20261028.1efc127 · audit A · 85,141 stars
skill-creator SKILL.md skill
hkuds/deeptutor · deeptutor/skills/builtin/skill-creator/SKILL.md · Design and author DeepTutor skills (SKILL.md packages). Use when the user wants to create a new skill, improve an…
git:20260611.46093e5 · audit A · 56,598 stars
skill-creator SKILL.md skill
cherryhq/cherry-studio · resources/skills/skill-creator/SKILL.md · Create, edit, evaluate, and optimize skills, including benchmarking and description tuning for better triggering.
v1.0.0 · audit A · 53,286 stars
skill-creator SKILL.md skill
anthropics/claude-plugins-official · plugins/skill-creator/skills/skill-creator/SKILL.md · Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a…
git:20260423.2a40fd2 · audit A · 46,363 stars
skill-creator SKILL.md skill
volcengine/openviking · bot/workspace/skills/skill-creator/SKILL.md · Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
git:20260228.006a06f · audit A · 41,589 stars
skill-creator SKILL.md skill
garrytan/gbrain · plugin/skills/skill-creator/SKILL.md · Create new skills following the GBrain conformance standard. Generates SKILL.md with frontmatter, Contract, Phases…
v1.0.0 · audit A · 31,587 stars
skill-creator SKILL.md skill
garrytan/gbrain · skills/skill-creator/SKILL.md · Create new skills following the GBrain conformance standard. Generates SKILL.md with frontmatter, Contract, Phases…
v1.0.0 · audit A · 31,587 stars

Browse by kind, by grade A, or by owner.