skill-forge SKILL.md skillA

skill-forge from calebnewtonusc/chewbacca is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add calebnewtonusc/chewbacca/skill-forge@git:20260921.3f3d9a0

Pins git:20260921.3f3d9a0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
calebnewtonusc/chewbacca
Path
skills/skill-forge/SKILL.md
Versions recorded
1
Latest version
git:20260921.3f3d9a0, committed Sep 21, 2026
Size
3,658 bytes
Repository stars
9
License
MIT

Write a new skill, or fix one that is not being obeyed. Use when the user asks for a new skill, says a skill is being ignored or does the wrong thing, wants to turn a repeated task into something reusable, or asks to install a skill someone else wrote. Also use before writing any SKILL.md, because the authoring order matters more than the file.

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-forge

Most skills fail the same way: somebody wrote the file before they had run
the task. The file then encodes a guess, and the guess is obeyed.

## The order is the whole method

1. **Name the pain, then the problem, then the prompt.** If you cannot say
   what specifically goes wrong today, you are building for a problem nobody
   has. Stop here more often than feels comfortable.
2. **Run it by hand as a plain prompt.** Not once. Until the output is right
   and you know why it is right.
3. **Write the playbook.** Five parts, all of them: the rules, the steps, the
   standards for good output, worked examples, and the never-dos. This is
   prose, not a file format.
4. **Only now write `SKILL.md`**, from the playbook.
5. **Test it against the cases that broke in step 2.**

Skipping from 1 to 4 is the failure this skill exists to prevent.

## Rules for the file itself

**One task per skill.** The test: would you ever run this task on its own? If
no, it is a step, not a skill. Skills that do five things or chain several
events do not get obeyed. Chain narrow skills instead.

**Open with one sentence saying what this is**, above all the detail. Detail
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add calebnewtonusc/chewbacca/skill-forge@sha256:d3c62dba521b427b

The line at the top of this page pins the label git:20260921.3f3d9a0, 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_bikdyz75s5vxvzwb.svg)](https://markdownregistry.com/a/art_bikdyz75s5vxvzwb)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 21, 2026.

versioncommittedcommitsizeaudit
git:20260921.3f3d9a0 latest2026-09-21 3f3d9a0 3,658 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 (3658 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

calebnewtonusc/chewbacca · 9 stars · license MIT · pushed 2026-10-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bikdyz75s5vxvzwb
GET https://markdownregistry.com/api/v1/resolve?ref=calebnewtonusc/chewbacca/skill-forge
GET https://markdownregistry.com/api/v1/blob/d3c62dba521b427b87bd8784459a1a8baa997814d88d7805484da69f326c5db8

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 calebnewtonusc/chewbacca

AGENTS.md AGENTS.md file
calebnewtonusc/chewbacca · AGENTS.md
git:20261001.9741b50 · audit A · 9 stars
CLAUDE.md CLAUDE.md file
calebnewtonusc/chewbacca · CLAUDE.md
git:20261001.9741b50 · audit A · 9 stars
CLAUDE.md@hud CLAUDE.md file
calebnewtonusc/chewbacca · hud/CLAUDE.md
git:20260923.73d65e9 · audit A · 9 stars
agent-setup SKILL.md skill
calebnewtonusc/chewbacca · skills/agent-setup/SKILL.md · Finish the parts of this kit's install that need a browser or a permission dialog: screen and accessibility grants…
git:20260904.ee0eb1b · audit A · 9 stars
asa SKILL.md skill
calebnewtonusc/chewbacca · skills/asa/SKILL.md · Answer from the A2A Spring 2026 course, 108 hours of workshops on building a business out of AI agents. Use when the…
git:20260921.3f3d9a0 · audit A · 9 stars
audio-brief SKILL.md skill
calebnewtonusc/chewbacca · skills/audio-brief/SKILL.md · Turn a piece of work into something the user can listen to instead of read. Use when they say they want to hear it…
git:20260923.c7250b6 · audit A · 9 stars
call-coach SKILL.md skill
calebnewtonusc/chewbacca · skills/call-coach/SKILL.md · Debrief a sales or client call from its transcript or recording. Use when the user shares a call transcript, mentions a…
git:20261003.ae04bdc · audit A · 9 stars
clay-navigation SKILL.md skill
calebnewtonusc/chewbacca · skills/clay-navigation/SKILL.md · Navigate Clay directly with the built-in UX engine, configure native enrichment and dynamic per-row copy, and preserve…
git:20260923.251cbb2 · audit A · 9 stars
clone-site SKILL.md skill
calebnewtonusc/chewbacca · skills/clone-site/SKILL.md · Rebuild an existing website faithfully: a replica, a design study, or a page that has to match a reference. Use when…
git:20260927.8453493 · audit A · 9 stars
coursework SKILL.md skill
calebnewtonusc/chewbacca · skills/coursework/SKILL.md · Run the user's semester from a machine-readable ledger built out of their syllabi. Use when they mention a class, an…
git:20260921.762277d · audit A · 9 stars
creative-video SKILL.md skill
calebnewtonusc/chewbacca · skills/creative-video/SKILL.md · Make a short vertical video for Instagram Reels, YouTube Shorts or TikTok, or a YouTube creative, from a brief written…
git:20260927.eec6d7a · audit A · 9 stars
debugging SKILL.md skill
calebnewtonusc/chewbacca · skills/debugging/SKILL.md · Find the root cause of a bug instead of guessing at it. Use when the user reports something broken, pastes an error or…
git:20260921.84800ca · audit A · 9 stars

Every file in calebnewtonusc/chewbacca

Other files named skill-forge

skill-forge SKILL.md skill
aiskillstore/marketplace · pending/zztimur/skill-forge/SKILL.md · Audit, validate, pressure-test, and grade OpenAI or portable Agent Skills from ZIPs, folders, or SKILL.md drafts…
git:20260906.9f92cac · audit A · 471 stars
skill-forge SKILL.md skill
techygarg/lattice · dev-skills/skill-forge/SKILL.md · Create a new Lattice skill — atom, molecule, or refiner — following all framework conventions. Writing skill files…
git:20261009.a96f344 · audit A · 211 stars
skill-forge SKILL.md skill
lethe044/agentskill-kit · integrations/hermes/skills/skill-forge/SKILL.md · Lets a Hermes agent turn a task it keeps repeating into a tested, reusable skill, using askit to lint, scan, test and…
v2.0.0 · audit A · 49 stars
skill-forge SKILL.md skill
bjcoombs/ai-native-toolkit · skills/skill-forge/SKILL.md · Harden a skill or any agent instruction file (CLAUDE.md, AGENTS.md, GEMINI.md, .cursor/rules…
git:20261007.747a8f8 · audit A · 32 stars
skill-forge SKILL.md skill
tonydzi/second-brain-starter-kit · skills/skill-forge/SKILL.md · Create a node-local skill on a follower machine and prepare its promotion into the shared set through a gate. Use when…
git:20261007.cd6c208 · audit A · 14 stars
skill-forge SKILL.md skill
qiaomiaojoe/ai-academic-workflow · skills/skill-forge/SKILL.md · 数据 Skill 工坊 · 源材料 → 成品 skill(乔淼PhD · AI学术训练营 · AI学术工作流)。单次会话从方法学源材料造出可用 skill 的 5 阶段 2 停点链路:①提议筛选准则【停】→ ②筛选 + 7 字段结构化提取…
git:20261014.1ae645b · audit A · 10 stars
skill-forge SKILL.md skill
frankxai/starlight-intelligence-system · plugins/starlight-foundry/skills/skill-forge/SKILL.md · Forge a reusable, portable skill from a proven workflow or capability brief. Use when the work needs repeatable…
git:20260906.3f9f53e · audit A · 10 stars
skill-forge SKILL.md skill
frankxai/starlight-intelligence-system · plugins/starlight-agent-designer/skills/skill-forge/SKILL.md · Forge a reusable, portable skill from a proven workflow or capability brief. Use when the work needs repeatable…
git:20261010.5aba309 · audit A · 10 stars

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