extremely-optimize SKILL.md skillA

extremely-optimize from outlinedriven/odin-claude-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add outlinedriven/odin-claude-plugin/extremely-optimize@git:20260904.2014e73

Pins git:20260904.2014e73 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
outlinedriven/odin-claude-plugin
Path
plugins/odin-code/skills/extremely-optimize/SKILL.md
Versions recorded
4
Latest version
git:20260904.2014e73, committed Sep 4, 2026
First version recorded
Sep 3, 2026
Size
7,728 bytes
Repository stars
40
License
Apache-2.0

Use when asked to run a performance campaign against a measured floor. Not for hypothesis-only analysis without mutation: use fastopt.

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

# Extremely optimize

## Contract

| Field | Bound contract |
|---|---|
| Trigger | Subsystem or repo-wide performance campaign against a measured floor; the user says "make this as fast as possible", "extremely optimize", or "grill every inefficiency" |
| Authority | Reversible local: writes only VCS-tracked source targets (destructive; the exact set shown before mutation); rollback is version control. No remote mutation. |
| Side effect | Hot-path source targets rewritten as atomic commits; non-wins reverted; boundary surfaces gated before any touch |
| Done | Hot units rebuilt with an even win, cold units graded fixed/at-floor/left, residue gone, verifier green, target landed atomically |

## Inputs

- A named subsystem path, or no path for a repo-wide survey. Repo-wide work is opt-in and never inferred. A bare invocation profiles the repo's own workload, then works the ranked list.
- One runnable workload command exercising the target with representative input and taking at least one second of wall clock. Must be supplied or constructed before measurement begins.
- The repo's own verifier command. Must be supplied or discovered before any target lands.

## Procedure
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add outlinedriven/odin-claude-plugin/extremely-optimize@sha256:d6e5ff035d629e0b

The line at the top of this page pins the label git:20260904.2014e73, 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 badge

[![mdr](https://markdownregistry.com/badge/art_io5fll4usdb4rkft.svg)](https://markdownregistry.com/a/art_io5fll4usdb4rkft)

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

Versions

The registry has recorded 4 versions of this file, between Sep 3, 2026 and Sep 4, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260904.2014e73 latest2026-09-04 2014e73 7,728 BA view · diff
git:20260903.31c840c2026-09-03 31c840c 7,842 BA view · diff
git:20260903.c54504d2026-09-03 c54504d 7,832 BA view · diff
git:20260903.ac7d02a2026-09-03 ac7d02a 7,883 BA 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 (7728 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

outlinedriven/odin-claude-plugin · 40 stars · license Apache-2.0 · pushed 2026-09-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_io5fll4usdb4rkft
GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/odin-claude-plugin/extremely-optimize
GET https://markdownregistry.com/api/v1/blob/d6e5ff035d629e0bbb2da7e36ad5132353fa68cab2431d2fe799d51aa868ed6d

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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