qwenlm/qwen-code · packages/core/src/skills/bundled/simplify/SKILL.md

simplify skillA

simplify is agent-read markdown (skill) from qwenlm/qwen-code: Review recent code changes for reuse, code quality, and efficiency, then directly apply straightforward cleanup improvements. Use when the user wants a post-implementation cleanup pass, pre-PR polish, or asks to simplify/refine recent changes. Invoke with `/simplify` or `/simplify <focus>`..

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 qwenlm/qwen-code/simplify@git:20260718.d4db5fc
Exact content
mdr add qwenlm/qwen-code/simplify@sha256:739a6293f0c32fe9

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_zoppjcldqqzeczhq.svg)](https://markdownregistry.com/a/art_zoppjcldqqzeczhq)

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Versions

versioncommittedcommitsizeaudit
git:20260718.d4db5fc latest2026-07-18 d4db5fc 5,246 BA view · diff
git:20260616.e97be6c2026-06-16 e97be6c 5,282 BA view · diff
git:20260602.5d05cde2026-06-02 5d05cde 4,948 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 (5246 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

qwenlm/qwen-code · 27,916 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zoppjcldqqzeczhq
GET https://markdownregistry.com/api/v1/resolve?ref=qwenlm/qwen-code/simplify
GET https://markdownregistry.com/api/v1/blob/739a6293f0c32fe987738bee69ad36a9eef1eb1cb436661698ca80cd669a279a

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