Home / atelier-fashion / adlc-toolkit · GitHub

optimize SKILL.md skillA

optimize from atelier-fashion/adlc-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add atelier-fashion/adlc-toolkit/optimize@git:20261030.7d3bf2c

Pins git:20261030.7d3bf2c in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: atelier-fashion/adlc-toolkit
Path: optimize/SKILL.md
Versions recorded: 5
Latest version: git:20261030.7d3bf2c, committed Oct 30, 2026
First version recorded: May 15, 2026
Size: 4,350 bytes
Repository stars: 173
License: MIT

API cost & performance scanner — identify expensive operations and optimization opportunities.

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

# /optimize — API Cost & Performance Scanner

You are scanning this project's API and infrastructure for cost and performance optimization opportunities.

## Ethos

!`test -s .adlc/ETHOS.md && cat .adlc/ETHOS.md || echo No ethos found — run /init, or /adlc:init on the plugin install, to vendor .adlc/ETHOS.md`

## Context

Run this block first, with your shell tool, and read its output before you continue. Each read prints a notice instead of failing when its file is absent.

```sh
# adlc-context
echo '--- Architecture'
cat .adlc/context/architecture.md 2>/dev/null || echo 'No architecture context found'
echo '--- Project overview'
cat .adlc/context/project-overview.md 2>/dev/null || echo 'No project overview found'
```

## Input

The focus is the argument: whatever follows `/optimize` in the invocation (on Claude Code it can also arrive as an `ARGUMENTS:` line appended to this text), a dimension or an area. With none, Step 1 scans all dimensions.

## Prerequisites
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add atelier-fashion/adlc-toolkit/optimize@sha256:f73213e1dcbfa874

The line at the top of this page pins the label git:20261030.7d3bf2c, 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_455h5vlowksfy6wo.svg)](https://markdownregistry.com/a/art_455h5vlowksfy6wo)

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

Versions

The registry has recorded 5 versions of this file, between May 15, 2026 and Oct 30, 2026, about one every 42 days.

version	committed	commit	size	audit
git:20261030.7d3bf2c latest	2026-10-30	7d3bf2c	4,350 B	A	view · diff
git:20261029.8ade64f	2026-10-29	8ade64f	3,578 B	A	view · diff
git:20260909.87312d1	2026-09-09	87312d1	2,867 B	A	view · diff
git:20260906.31cd83f	2026-09-06	31cd83f	2,897 B	A	view · diff
git:20260515.aaaa65b	2026-05-15	aaaa65b	2,884 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 (4350 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

atelier-fashion/adlc-toolkit · 173 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_455h5vlowksfy6wo
GET https://markdownregistry.com/api/v1/resolve?ref=atelier-fashion/adlc-toolkit/optimize
GET https://markdownregistry.com/api/v1/blob/f73213e1dcbfa874928fb32bb2c9dfa7a8ac1ffee72449202ecd8db6fdeefeee

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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