everyinc/compound-engineering-plugin · skills/ce-retune/SKILL.md

ce-retune skillA

ce-retune is agent-read markdown (skill) from everyinc/compound-engineering-plugin: Retune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Requires a benchmark harness that can A/B two builds of the corpus; refuses without one..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add everyinc/compound-engineering-plugin/ce-retune@git:20260821.66ccf57
Exact content
mdr add everyinc/compound-engineering-plugin/ce-retune@sha256:5d6637f5556b9650

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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

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Versions

versioncommittedcommitsizeaudit
git:20260821.66ccf57 latest2026-08-21 66ccf57 4,569 BA view · diff
git:20260818.316692b2026-08-18 316692b 5,976 BA view · diff
git:20260801.c23acfb2026-08-01 c23acfb 9,872 BA view · diff
git:20260729.95ea8ad2026-07-29 95ea8ad 9,438 BA view · diff
git:20260724.aca33872026-07-24 aca3387 8,098 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (4569 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 · 25,119 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bamisnawkpjrnbot
GET https://markdownregistry.com/api/v1/resolve?ref=everyinc/compound-engineering-plugin/ce-retune
GET https://markdownregistry.com/api/v1/blob/5d6637f5556b96508630e3420ffe0accbcb82c684dda1226b2d7eea658a0e870

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.