ccc-prompt-fix SKILL.md skillA
ccc-prompt-fix from kevinzai/commander is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kevinzai/commander/ccc-prompt-fix@git:20261025.55437a6Pins git:20261025.55437a6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kevinzai/commander
- Path
commander/cowork-plugin/skills/ccc-prompt-fix/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261025.55437a6, committed Oct 25, 2026
- First version recorded
- Jul 14, 2026
- Size
- 8,566 bytes
- Repository stars
- 6
- License
- MIT
Diagnose a prompt against the six prompt-quality patterns and return a tighter rewrite with the reason for each change, a 0-6 score, or the best matching prompt from the Commander prompt library. Use when the user asks to fix, sharpen, improve or score a prompt, or wants a prompt for a task.
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
# /ccc-prompt-fix — a sharper prompt, with reasons
**CC Commander** · /ccc-prompt-fix · a rewrite that names each pattern it applied, so the next prompt is better without help.
Grounded in the Commander prompt library: `${CLAUDE_PLUGIN_ROOT}/lib/prompts-data/ccc-library.json` (`prompts[]` with `id`, `sdlc`, `cat`, `title`, `prompt`, `why`, `makeItStick`; `patterns[]`), compiled from `skills/claude-code-library/PROMPT-LIBRARY.md` and adapted from Anthropic's published Claude Code prompt library.
## When to use / when not to
- Use on demand to fix one prompt, score it, or find a library prompt for a task.
- Skip it when the prompt is already tight and the task is trivial; do not gold-plate a one-liner.
- The automatic per-turn nudge is the suggest engine's job (`/ccc-suggest`); this is the deliberate pass.
- To audit a whole instruction file (CLAUDE.md, a skill, an agent) for older-model prompting patterns, use `/doctor prompt-audit` or `/ccc-claudemd`.
## Modes
| Argument | Mode | Returns |
|---|---|---|
| `<your prompt>` | Fix | diagnosis + rewrite + reasons |
…Read the whole file at its exact version.
How to install
mdr add kevinzai/commander/ccc-prompt-fix@sha256:44dbc06c01946dc3The line at the top of this page pins the label git:20261025.55437a6, 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.
[](https://markdownregistry.com/a/art_eaqxk25kg4cynn7s)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 14, 2026 and Oct 25, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.55437a6 latest | 2026-10-25 | 55437a6 | 8,566 B | A | view · diff |
| git:20261025.7eae921 | 2026-10-25 | 7eae921 | 8,520 B | A | view · diff |
| git:20261025.3b88727 | 2026-10-25 | 3b88727 | 8,549 B | A | view · diff |
| git:20261013.fbe187d | 2026-10-13 | fbe187d | 8,518 B | A | view · diff |
| git:20260714.f812c02 | 2026-07-14 | f812c02 | 4,800 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8566 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
kevinzai/commander · 6 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eaqxk25kg4cynn7s GET https://markdownregistry.com/api/v1/resolve?ref=kevinzai/commander/ccc-prompt-fix GET https://markdownregistry.com/api/v1/blob/44dbc06c01946dc32cd9fed3a479b8510a06fa0fc8b1da4f3d471127bfa00005
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.
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