wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex/meta-optimize/SKILL.md

meta-optimize skillA

meta-optimize is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says "优化技能", "meta optimize", "improve skills", "分析使用记录", or wants to optimize ARIS's own harness components based on accumulated experience..

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 wanshuiyin/auto-claude-code-research-in-sleep/meta-optimize@git:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/meta-optimize@sha256:f106e33aa3e0684e

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_ao2ecef4agas2rtu.svg)](https://markdownregistry.com/a/art_ao2ecef4agas2rtu)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 17,271 BA view · diff
git:20260821.861f87f2026-08-21 861f87f 17,271 BA view · diff
git:20260811.90a65e22026-08-11 90a65e2 16,928 BA view · diff
git:20260713.e67ae162026-07-13 e67ae16 15,517 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 15,515 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 (17271 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

wanshuiyin/auto-claude-code-research-in-sleep · 16,275 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ao2ecef4agas2rtu
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/meta-optimize
GET https://markdownregistry.com/api/v1/blob/f106e33aa3e0684e5d3b8ef304375f821c5c4f89bb795cb9dc4de190fe4c4f65

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