ai-development-guide SKILL.md skillA
ai-development-guide from shinpr/codex-workflows is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shinpr/codex-workflows/ai-development-guide@git:20261102.2a1d2f6Pins git:20261102.2a1d2f6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shinpr/codex-workflows
- Path
.agents/skills/ai-development-guide/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261102.2a1d2f6, committed Nov 2, 2026
- First version recorded
- Jul 16, 2026
- Size
- 7,129 bytes
- Repository stars
- 38
- License
- MIT
Root-cause discipline, proportionate impact analysis, and implementation completeness assurance. Use when fixing bugs, reviewing code quality, refactoring, making technical decisions, or performing quality assurance.
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
# AI Development Guide ## Reference Read [references/frontend.md](references/frontend.md) only for React or TypeScript frontend work whose changed behavior or quality failure needs those rules. ## Outcome Boundary Ground the required outcome in the governing task or design sources and the user's explicit instructions. Choose work by what the consumer must be able to do or judge, preserving that result while reducing the means needed to deliver it. When an unverified premise could invalidate the approach, check it by the cheapest sufficient means before expanding dependent work. When results contradict that premise, reconsider the approach before patching its parts. Keep this reasoning in the current task; a small request needs no additional artifact. …
Read the whole file at its exact version.
How to install
mdr add shinpr/codex-workflows/ai-development-guide@sha256:7b38ad13521fa8caThe line at the top of this page pins the label git:20261102.2a1d2f6, 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_n4kbpbkj73dnlewh)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Jul 16, 2026 and Nov 2, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.2a1d2f6 latest | 2026-11-02 | 2a1d2f6 | 7,129 B | A | view · diff |
| git:20261011.0854d39 | 2026-10-11 | 0854d39 | 7,139 B | A | view · diff |
| git:20260915.0c8f517 | 2026-09-15 | 0c8f517 | 6,869 B | A | view · diff |
| git:20260915.3b2dc52 | 2026-09-15 | 3b2dc52 | 6,876 B | A | view · diff |
| git:20260823.c74151e | 2026-08-23 | c74151e | 5,770 B | A | view · diff |
| git:20260802.c018280 | 2026-08-02 | c018280 | 5,424 B | A | view · diff |
| git:20260802.aa3bfed | 2026-08-02 | aa3bfed | 5,047 B | A | view · diff |
| git:20260719.3848a77 | 2026-07-19 | 3848a77 | 10,068 B | A | view · diff |
| git:20260716.aea9523 | 2026-07-16 | aea9523 | 12,844 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 (7129 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
shinpr/codex-workflows · 38 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n4kbpbkj73dnlewh GET https://markdownregistry.com/api/v1/resolve?ref=shinpr/codex-workflows/ai-development-guide GET https://markdownregistry.com/api/v1/blob/7b38ad13521fa8ca24b82a6785c6c4f5753ca663a647b9357617c9cee96fd6d5
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 shinpr/codex-workflows
Every file in shinpr/codex-workflows