hashgraph-online/awesome-codex-plugins · plugins/Colin4k1024/tsp/skills/ai-first-engineering/SKILL.md

ai-first-engineering skillA

ai-first-engineering is agent-read markdown (skill) from hashgraph-online/awesome-codex-plugins: Engineering operating model for teams where AI agents generate a large share of implementation output..

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 hashgraph-online/awesome-codex-plugins/ai-first-engineering@git:20260512.6523792
Exact content
mdr add hashgraph-online/awesome-codex-plugins/ai-first-engineering@sha256:41239a1d15ef590e

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_bbwehqdpeuya7dll.svg)](https://markdownregistry.com/a/art_bbwehqdpeuya7dll)

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Versions

versioncommittedcommitsizeaudit
git:20260512.6523792 latest2026-05-12 6523792 1,336 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 (1336 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

hashgraph-online/awesome-codex-plugins · 1,030 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bbwehqdpeuya7dll
GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/ai-first-engineering
GET https://markdownregistry.com/api/v1/blob/41239a1d15ef590efe9836f686a07697586acf8b6a2f3248b8cb55322484c6a9

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