find-simplifications SKILL.md skillA
find-simplifications from qwenlm/qwen-code is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qwenlm/qwen-code/find-simplifications@git:20260925.73aa65aPins git:20260925.73aa65a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qwenlm/qwen-code
- Path
.qwen/skills/find-simplifications/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260925.73aa65a, committed Sep 25, 2026
- First version recorded
- Aug 24, 2026
- Size
- 44,910 bytes
- Repository stars
- 28,586
- License
- Apache-2.0
Use for a periodic repo-wide sweep of qwen-code for accumulated excess surface — dead components and files, orphaned locale keys, exports nothing consumes, added-then-removed scaffolding — filing candidates on a tracking issue and landing only what a maintainer has said yes to. Repo-wide and evidence-first; every consumer is named before anything is deleted. Not for tidying a diff you just wrote (that is bundled `/simplify`) and not for defects (that is `/review`).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Finding qwen-code Simplifications
`AGENTS.md` § Simplicity First — "Minimum code that solves the problem.
Nothing speculative." This skill hunts what that principle already rejected
but that shipped anyway. It owns **correct code nobody needs**, repo-wide,
with no diff to anchor on.
Every candidate names the surface, names **every** consumer, and says what
breaks when it goes. A candidate whose consumers cannot all be named is
dropped — not downgraded, dropped.
Read this file, then the one document for your phase. Do not survey or land
from this file alone; if the phase document cannot be read, stop and say so.
| Phase | Document |
| ------------------------------------------- | ---------------------- |
| Survey (default): find and file | `references/survey.md` |
| Land: turn ONE approved candidate into a PR | `references/land.md` |
## Issue First, PR Second
A run's deliverable is a comment on the tracking issue, **not** a PR.
```
Survey → file candidates on the tracking issue → maintainer says yes to one
→ land that one → one PR, one candidate.
```
…Read the whole file at its exact version.
How to install
mdr add qwenlm/qwen-code/find-simplifications@sha256:01b412cd50b5a07cThe line at the top of this page pins the label git:20260925.73aa65a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zyv5ypxaar45rz3n)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 24, 2026 and Sep 25, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.73aa65a latest | 2026-09-25 | 73aa65a | 44,910 B | A | view · diff |
| git:20260907.5b470be | 2026-09-07 | 5b470be | 44,910 B | A | view · diff |
| git:20260905.077c57d | 2026-09-05 | 077c57d | 45,205 B | A | view · diff |
| git:20260827.d526612 | 2026-08-27 | d526612 | 46,520 B | A | view · diff |
| git:20260824.772670d | 2026-08-24 | 772670d | 46,520 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (44910 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
qwenlm/qwen-code · 28,586 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zyv5ypxaar45rz3n GET https://markdownregistry.com/api/v1/resolve?ref=qwenlm/qwen-code/find-simplifications GET https://markdownregistry.com/api/v1/blob/01b412cd50b5a07c058c48a94b9c82192cdebf53bc1ee2f6d0cab849ebee0432
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from qwenlm/qwen-code
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