analyze SKILL.md skillA

analyze from emaballarin/ccplugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add emaballarin/ccplugins/analyze@git:20261003.6ee5419

Pins 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/analyze/SKILL.md
Versions recorded: 2
Latest version: git:20261003.6ee5419, committed Oct 3, 2026
First version recorded: Jul 30, 2026
Size: 6,170 bytes
Repository stars: 4
License: MIT

Extract insight from a finished study and return a variance-aware adopt verdict — search-space boundaries, sampling density, infeasible fraction, training-curve pathologies, isolation plots, then adopt or not. Use for `/tml:analyze`, "here are my sweep results", "which config should I pick", "did this change actually help", "why do my runs disagree", "read this wandb export", "is this result real", or after `/tml:round`. Works standalone on results it did not produce — a CSV, a JSONL, or a…

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:analyze — what the study actually showed

Run the checklist **before** answering the round's question, because several of
its entries can invalidate the round, and nobody wants to hear that after being
told the answer.

## First action, always

```bash
ls -la ./.tml/rounds/ 2>/dev/null | tail -5
```

Then establish which mode you are in:

- **Designed** — a study spec exists in `./.tml/rounds/NNN/`. Read it. The role
  assignment and the fixed-hyperparameter caveats are what make the fairness
  question answerable.
- **Standalone** — results only, no spec. This is a normal mode, not a degraded
  one (`${CLAUDE_PLUGIN_ROOT}/references/regime.md` §4). Ask which hyperparameters the question is
  about; treat the rest as unknown-role; and answer the fairness question
  "cannot be determined" rather than "yes".

## Hard rules

1. **Checklist before conclusion.** In order, and reported even when it passes.
2. **Never invent a role assignment** you were not given. "Cannot be determined"
   is a real finding — it means the comparison's fairness is unverified.
3. **Name the disabled checks.** Missing curves disable overfitting and
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add emaballarin/ccplugins/analyze@sha256:5d15e90de70a0d6c

The 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_pbt6bp62cahanjx4.svg)](https://markdownregistry.com/a/art_pbt6bp62cahanjx4)

3 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	6,170 B	A	view · diff
git:20260730.b9ce901	2026-07-30	b9ce901	6,016 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 (6170 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

emaballarin/ccplugins · 4 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pbt6bp62cahanjx4
GET https://markdownregistry.com/api/v1/resolve?ref=emaballarin/ccplugins/analyze
GET https://markdownregistry.com/api/v1/blob/5d15e90de70a0d6cfd66ca0b7162e4c1d2d137af54009b52a9c6c94ea0903bd2

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

AGENTS.md AGENTS.md file

emaballarin/ccplugins · AGENTS.md

git:20260424.d7fe13b · audit A · 4 stars

CLAUDE.md CLAUDE.md file

emaballarin/ccplugins · CLAUDE.md

git:20260424.d7fe13b · audit B · 4 stars

report SKILL.md skill

emaballarin/ccplugins · plugins/autoresearch/skills/report/SKILL.md · Write the final summary of an autoresearch run to `./.ar/final_report.md` — trajectory, best commit and its diff, what…