reduce SKILL.md skillA

reduce from escoffier-labs/skillet is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add escoffier-labs/skillet/reduce@v0.2.0

Pins v0.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
escoffier-labs/skillet
Path
skillet/skills/reduce/SKILL.md
Versions recorded
4
Latest version
v0.2.0, committed Oct 20, 2026
First version recorded
Jun 15, 2026
Size
10,861 bytes
Repository stars
4
License
MIT

Use when asked to simplify, clean up, tidy, or refactor code for clarity without changing what it does, or when the user says "simplify this", "clean this up", "make it readable", "reduce the complexity", or "tidy this". Behavior-preserving only; not a bug or security audit (use bug-hunt or security-sweep for those).

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

# reduce

A reduction simmers a sauce to drive off the water and concentrate the flavor, and the dish tastes the same, only sharper. You do that to code: boil off the excess, concentrate the intent, and the behavior comes out identical. The cook who reduces too hard scorches the pan and changes the dish; the discipline is knowing when to pull it off the heat.

**Core principle:** same inputs, same outputs, same side effects, same errors, same public interface, same evaluation order. If the behavior moved, it was not a reduction, it was a rewrite. **No behavior-preservation evidence, no applied simplification.** Violating the letter of that is violating its spirit.

## The behavior lock

Before you change a single line, establish the lock. This is the whole safety story; everything else is taste.

1. **Pin the scope.** Default to the code that recently changed (see Scope). Know exactly which files and functions you are reducing before you start.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add escoffier-labs/skillet/reduce@sha256:9e5f1a1c3a979282

The line at the top of this page pins the label v0.2.0, 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_zeh5f3h7mebfoo4q.svg)](https://markdownregistry.com/a/art_zeh5f3h7mebfoo4q)

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

Versions

The registry has recorded 4 versions of this file, between Jun 15, 2026 and Oct 20, 2026, about one every 43 days.

versioncommittedcommitsizeaudit
v0.2.0 latest2026-10-20 52f4e37 10,861 BA view · diff
v0.1.02026-07-28 5c0ca70 7,883 BA view · diff
git:20260712.1f871dd2026-07-12 1f871dd 7,868 BA view · diff
git:20260615.8e49fdd2026-06-15 8e49fdd 7,855 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 (10861 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

escoffier-labs/skillet · 4 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zeh5f3h7mebfoo4q
GET https://markdownregistry.com/api/v1/resolve?ref=escoffier-labs/skillet/reduce
GET https://markdownregistry.com/api/v1/blob/9e5f1a1c3a979282363e778525d19f11deb89d1618a994b405080dc37dedea47

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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Every file in escoffier-labs/skillet

Other files named reduce

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saadshahd/moo.md · hope/skills/reduce/SKILL.md · Re-derive something written into the shortest version that still covers everything. Use when something already written…
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