ccc-sol-loop SKILL.md skillA

ccc-sol-loop from kevinzai/commander is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add kevinzai/commander/ccc-sol-loop@git:20261101.394e6c4

Pins git:20261101.394e6c4 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-sol-loop/SKILL.md
Versions recorded: 3
Latest version: git:20261101.394e6c4, committed Nov 1, 2026
First version recorded: Oct 27, 2026
Size: 8,043 bytes
Repository stars: 6
License: MIT

Review a change in a bounded loop with an OpenAI reviewer through the Codex CLI, answer each finding with the smallest fix, and stop at agreement or budget. Use when the user says "sol loop" or wants a second-provider review before or after a PR.

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-sol-loop — Bounded second-provider review

**CC Commander** · /ccc-sol-loop · an OpenAI reviewer checks your change in a loop with a ledger, a round budget and minimal fixes.

> Adapted from [t3dotgg/tstack](https://github.com/t3dotgg/tstack) `skills/sol-loop/SKILL.md` at `92e38e2cf677a84a142e8df296861c588542135c`. MIT, Copyright (c) 2026 Theo Browne; see `LICENSE.txt`. Changes for CC Commander are marked "CCC safety:".

Make the most minimal changes that satisfy the reviewer. Watch for scope creep and push back when a finding is out of scope. The user's session model stays in place; only the reviewer is a different model.

## When to use / when not to

- Use before (or sometimes after) filing a pull request, to make a change more correct with an independent OpenAI reviewer.
- Not for a one-pass Claude review (ask the user to type `/ccc-review`), and not when no OpenAI route is available (see step 2).

## Budget

- Default: 3 rounds total. Round 1 is full. Later rounds check only changed code and open findings.
- Extend to 5 only for security, permissions, auth, data loss, or state/concurrency, while a blocker or should stays open with evidence, or when the user asks.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add kevinzai/commander/ccc-sol-loop@sha256:18cde3483ccc5b8b

The line at the top of this page pins the label git:20261101.394e6c4, 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](https://markdownregistry.com/badge/art_gs6v4h2tn2dyq2on.svg)](https://markdownregistry.com/a/art_gs6v4h2tn2dyq2on)

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

Versions

The registry has recorded 3 versions of this file, between Oct 27, 2026 and Nov 1, 2026, about one every 3 days.

version	committed	commit	size	audit
git:20261101.394e6c4 latest	2026-11-01	394e6c4	8,043 B	A	view · diff
git:20261028.955c59a	2026-10-28	955c59a	7,991 B	A	view · diff
git:20261027.a49bba2	2026-10-27	a49bba2	7,906 B	A	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 (8043 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

kevinzai/commander · 6 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gs6v4h2tn2dyq2on
GET https://markdownregistry.com/api/v1/resolve?ref=kevinzai/commander/ccc-sol-loop
GET https://markdownregistry.com/api/v1/blob/18cde3483ccc5b8bc61d9d192f600f1d54708470bb85bbcb89ceef864c08b4ed

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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