ce-simplify-code SKILL.md skillA

ce-simplify-code from everyinc/compound-engineering-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add everyinc/compound-engineering-plugin/ce-simplify-code@git:20261107.19a9664

Pins git:20261107.19a9664 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
everyinc/compound-engineering-plugin
Path
skills/ce-simplify-code/SKILL.md
Versions recorded
9
Latest version
git:20261107.19a9664, committed Nov 7, 2026
First version recorded
Aug 18, 2026
Size
7,808 bytes
Repository stars
25,969
License
MIT

Simplify code for clarity, reuse, quality, and efficiency while preserving behavior, and prune tests and comments that carry no value. Use after implementation and before review, or to audit tests or comments in any part of a repo; use ce-debug for bugs.

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

Simplify code for clarity, reuse, quality, and efficiency, and prune tests and comments that carry no value, while preserving exact behavior. Prioritize readable, explicit code over compact code — fewer lines is not the goal.

## Mode

Strip a `mode:pipeline` token, a `size-cutoff:<N>` token, and every `proof-test:<path>` token from the input before reading the rest as the scope. The proof-test path is context for Step 3, never scope; a caller may pass several.

- **Pipeline** when `mode:pipeline` is present, or when no one asked for this run in their own current message: a step of another skill, or a run the agent starts itself, such as at a completion boundary. Work only on the current work, apply fixes without asking or waiting, and return the Step 5 summary to the caller. That summary is for the caller's record; never paste it into a commit, PR body, or other artifact.
- **Standalone** when the user's own current message asked for this run. Their request sets the scope and focus. Report findings before editing anything, unless the request says to just fix them. Read `references/standalone-report.md` now, and again before applying any reported finding.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add everyinc/compound-engineering-plugin/ce-simplify-code@sha256:391b434b9dd42c10

The line at the top of this page pins the label git:20261107.19a9664, 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_6n2ot3yc2xzv5w7k.svg)](https://markdownregistry.com/a/art_6n2ot3yc2xzv5w7k)

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

Versions

The registry has recorded 9 versions of this file, between Aug 18, 2026 and Nov 7, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261107.19a9664 latest2026-11-07 19a9664 7,808 BA view · diff
git:20261105.09b08572026-11-05 09b0857 7,693 BA view · diff
git:20261021.167688e2026-10-21 167688e 7,852 BA view · diff
git:20261015.bdc53d02026-10-15 bdc53d0 7,484 BA view · diff
git:20260911.1a9f16c2026-09-11 1a9f16c 6,694 BA view · diff
git:20260909.b3efbd62026-09-09 b3efbd6 6,653 BA view · diff
git:20260824.180fcd22026-08-24 180fcd2 6,299 BA view · diff
git:20260821.66ccf572026-08-21 66ccf57 6,248 BA view · diff
git:20260818.459c9eb2026-08-18 459c9eb 7,655 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 (7808 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

everyinc/compound-engineering-plugin · 25,969 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6n2ot3yc2xzv5w7k
GET https://markdownregistry.com/api/v1/resolve?ref=everyinc/compound-engineering-plugin/ce-simplify-code
GET https://markdownregistry.com/api/v1/blob/391b434b9dd42c10e2ff7d56828bd40b9fff4f412237ecab7ebccd41af49a7ca

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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