devcodex-labs/devcodex · content/skills/expert-output-quality/SKILL.md

expert-output-quality skillA

expert-output-quality is agent-read markdown (skill) from devcodex-labs/devcodex: 专家型产物质量门禁 — 当任务涉及代码、文档、示例、fixture、quick start、技术方案、报告或用户指出“不专业 / 像初级 / 示例误导 / 没有资深架构视角”时使用；要求区分生产推荐路径、框架原生能力、测试夹具边界、反模式与证据矩阵。.

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 devcodex-labs/devcodex/expert-output-quality@git:20260730.6ee304a
Exact content
mdr add devcodex-labs/devcodex/expert-output-quality@sha256:bf3030e293d6f825

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_vter2k5qbj5yh4rv.svg)](https://markdownregistry.com/a/art_vter2k5qbj5yh4rv)

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Versions

versioncommittedcommitsizeaudit
git:20260730.6ee304a latest2026-07-30 6ee304a 9,773 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 (9773 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

devcodex-labs/devcodex · 338 stars · license AGPL-3.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vter2k5qbj5yh4rv
GET https://markdownregistry.com/api/v1/resolve?ref=devcodex-labs/devcodex/expert-output-quality
GET https://markdownregistry.com/api/v1/blob/bf3030e293d6f8253bdaac3e3ab82c066d90d1fe2615030703f5353040dea7ee

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