review SKILL.md skillA
review from emaballarin/ccplugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add emaballarin/ccplugins/review@git:20261003.6ee5419Pins git:20261003.6ee5419 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- emaballarin/ccplugins
- Path
plugins/tuneml/skills/review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261003.6ee5419, committed Oct 3, 2026
- First version recorded
- Jul 30, 2026
- Size
- 5,648 bytes
- Repository stars
- 4
- License
- MIT
Adversarially review a proposed or applied change to a training/evaluation pipeline: did the claimed mechanism actually engage, is the measurement still valid, what did it silently break. Use for `/tml:review`, "I made training faster, check it", "review this diff before I merge", "why did throughput improve but accuracy drop", "did this speedup actually work", "check my optimiser swap", or on any diff touching a training loop, data pipeline, optimiser, precision, architecture or evaluation…
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
# /tml:review — did it work, and what did it cost
Adversarial by construction. The default posture is that the change **did not do
what it claims**, and the review's job is to find out whether that default
survives contact with the diff.
## Hard rules
1. **Read-only.** No edits, no writes, not even to `./.tml/`. Verdicts only.
2. **Three questions, always, in order**: did the mechanism engage, is the
measurement still valid, what did it silently break.
3. **"Improved throughput" is not an answer** to any of them.
4. **A verdict without a check behind it is an opinion.** Name the file, the
line, the trace, or the number.
## Procedure
### 1. What is claimed, and what would falsify it
State the claim in one sentence, then its **radius**
(`${CLAUDE_PLUGIN_ROOT}/references/evidence-grades.md` §3.1) read mechanically off the diff, then what
observation would show it false. If nothing would, say so — an unfalsifiable
claim is the finding.
### 2. Did the mechanism engage
The most common failure is a change that is present in the source and inert at
runtime:
- A flag set after the object it configures was constructed.
…Read the whole file at its exact version.
How to install
mdr add emaballarin/ccplugins/review@sha256:732eab3522c5334cThe line at the top of this page pins the label git:20261003.6ee5419, 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_lxexwma6l5x5q7p2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 30, 2026 and Oct 3, 2026, about one every 65 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261003.6ee5419 latest | 2026-10-03 | 6ee5419 | 5,648 B | A | view · diff |
| git:20260730.b9ce901 | 2026-07-30 | b9ce901 | 5,516 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 (5648 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
emaballarin/ccplugins · 4 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lxexwma6l5x5q7p2 GET https://markdownregistry.com/api/v1/resolve?ref=emaballarin/ccplugins/review GET https://markdownregistry.com/api/v1/blob/732eab3522c5334c6d6b9dc74c582c019385ebe84f8d7ded7420eaf7572ef984
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 emaballarin/ccplugins
Every file in emaballarin/ccplugins