shinpr/claude-code-workflows · dev-workflows-fullstack/skills/ai-development-guide/SKILL.md

ai-development-guide skillA

ai-development-guide is agent-read markdown (skill) from shinpr/claude-code-workflows: Applies language-agnostic and backend technical decision criteria, anti-pattern detection, debugging, and quality gates. Use when reviewing general/backend implementation choices, code smells, failures, or implementation completeness..

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 shinpr/claude-code-workflows/ai-development-guide@git:20260827.75012a3
Exact content
mdr add shinpr/claude-code-workflows/ai-development-guide@sha256:286e1570a8b818f7

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_cn532tk7a2yhcs77.svg)](https://markdownregistry.com/a/art_cn532tk7a2yhcs77)

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Versions

versioncommittedcommitsizeaudit
git:20260827.75012a3 latest2026-08-27 75012a3 15,564 BA view · diff
git:20260823.056772e2026-08-23 056772e 15,349 BA view · diff
git:20260809.61960dc2026-08-09 61960dc 14,921 BA view · diff
git:20260809.61302722026-08-09 6130272 14,940 BA view · diff
git:20260808.4a0054b2026-08-08 4a0054b 15,542 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 (15564 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

shinpr/claude-code-workflows · 682 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cn532tk7a2yhcs77
GET https://markdownregistry.com/api/v1/resolve?ref=shinpr/claude-code-workflows/ai-development-guide
GET https://markdownregistry.com/api/v1/blob/286e1570a8b818f7c1e8fef67e231cc54eb0bb6b4639d0d4b30d4e216f041dbd

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