plan SKILL.md skillA

plan 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/plan@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/plan/SKILL.md
Versions recorded: 2
Latest version: git:20261003.6ee5419, committed Oct 3, 2026
First version recorded: Jul 30, 2026
Size: 5,628 bytes
Repository stars: 4
License: MIT

Choose an operating point on the speed↔quality frontier, fix the training-step budget, and turn findings into an ordered, gated change plan — with a quality floor, named non-negotiables, revert triggers, a measurement contract, and a stop rule. Use for `/tml:plan`, "which of these should I actually do", "I have N GPU-hours and need quality Q", "how long should I train for", "how much accuracy can I trade for speed", "what order should I make these changes in", or after `/tml:audit`. Writes…

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:plan — decide where to sit, and how long to train

Two decisions, both the operator's: **where on the frontier** this project sits,
and **how long each run gets**. This skill frames them, prices the options, and
asks. It does not choose.

## First action, always

```bash
ls -la ./.tml/ 2>/dev/null
```

Read `findings.md` if present. If it is absent, say so and either run
`/tml:audit` first or proceed from what the operator states — but never invent
findings to plan against.

## Hard rules

1. **The operating point is not the agent's to choose.** Present the options with
   honest upsides _and_ downsides and ask. Silence is not consent.
2. **A quality floor is mandatory before any `spending` change is ordered.** No
   floor, no spending.
3. **Non-negotiables are vetoes.** A hard constraint touched by an `unknown` or
   `spending` exposure stops that change regardless of effect size.
4. **Every ordered change carries a revert trigger** — the observation that means
   undo it — written before it is made, not after it fails.
5. **Writes only `./.tml/frontier.md`.** No project code.

## Procedure

### 1. Establish the regime
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add emaballarin/ccplugins/plan@sha256:48dd3e80a0f768ca

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_rnsy3cxuyef7475i.svg)](https://markdownregistry.com/a/art_rnsy3cxuyef7475i)

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	5,628 B	A	view · diff
git:20260730.b9ce901	2026-07-30	b9ce901	5,562 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 (5628 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_rnsy3cxuyef7475i
GET https://markdownregistry.com/api/v1/resolve?ref=emaballarin/ccplugins/plan
GET https://markdownregistry.com/api/v1/blob/48dd3e80a0f768ca159447c13a3d3d27a7560b083fc2bdbfb801e0256bb5f68c

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

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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…