mickeyyaya/evolve-loop · skills/explain/SKILL.md

explain skillA

explain is agent-read markdown (skill) from mickeyyaya/evolve-loop: Use when the user asks to explain how a feature/subsystem works and how the loops built it, or what the concurrent loops/lanes/cycles did and why. Default output = per-FEATURE HTML explainer pages (two movements — how it works today, then how it got built, with verified file:line claims and drift callouts) under docs/explain/; per-batch/per-lane story pages are the fallback framing. Derived from geoffreylitt/explain-diff-html, customized for evolve-loop..

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 mickeyyaya/evolve-loop/explain@git:20260713.5c51bbd
Exact content
mdr add mickeyyaya/evolve-loop/explain@sha256:d86867794dc57918

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_x24yjjajnggfyy6i.svg)](https://markdownregistry.com/a/art_x24yjjajnggfyy6i)

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Versions

versioncommittedcommitsizeaudit
git:20260713.5c51bbd latest2026-07-13 5c51bbd 7,870 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 (7870 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

mickeyyaya/evolve-loop · 5 stars · license Apache-2.0 · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_x24yjjajnggfyy6i
GET https://markdownregistry.com/api/v1/resolve?ref=mickeyyaya/evolve-loop/explain
GET https://markdownregistry.com/api/v1/blob/d86867794dc57918807753abd7a27f08b3bb2e7a6ee1bf03f003d9ceb2da0110

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