wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex-gemini-review/auto-paper-improvement-loop/SKILL.md

auto-paper-improvement-loop skillA

auto-paper-improvement-loop is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper..

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/auto-paper-improvement-loop@git:20260903.e59008d
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/auto-paper-improvement-loop@sha256:418edbee8d6c61bf

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_a6mmnj6p2mefzk6s.svg)](https://markdownregistry.com/a/art_a6mmnj6p2mefzk6s)

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Versions

versioncommittedcommitsizeaudit
git:20260903.e59008d latest2026-09-03 e59008d 17,170 BA view · diff
git:20260826.e9e51ff2026-08-26 e9e51ff 15,234 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 13,114 BA view · diff
git:20260505.bfbbffb2026-05-05 bfbbffb 13,010 BA view · diff
git:20260413.c392ccc2026-04-13 c392ccc 12,989 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 (17170 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_a6mmnj6p2mefzk6s
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/auto-paper-improvement-loop
GET https://markdownregistry.com/api/v1/blob/418edbee8d6c61bff9ab871fd84a06f2ae37eb129df7b815b52f9778c2ee75b2

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