techwolf-ai/ai-first-toolkit · plugins/ai-firstify/skills/ai-firstify/SKILL.md

ai-firstify skillA

ai-firstify is agent-read markdown (skill) from techwolf-ai/ai-first-toolkit: Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. Use when asked to review, audit, improve, 'ai-firstify', or start a new project. Performs deep analysis across 7 dimensions, actively restructures existing projects, or guides new project setup through discovery questions. Based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp..

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 techwolf-ai/ai-first-toolkit/ai-firstify@git:20260410.852272e
Exact content
mdr add techwolf-ai/ai-first-toolkit/ai-firstify@sha256:59d294be1ae65ff8

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_xmvmqkj63sdci5ev.svg)](https://markdownregistry.com/a/art_xmvmqkj63sdci5ev)

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Versions

versioncommittedcommitsizeaudit
git:20260410.852272e latest2026-04-10 852272e 2,583 BA view · diff
git:20260306.b6a2fe82026-03-06 b6a2fe8 2,601 BA view · diff
git:20260305.b244cd02026-03-05 b244cd0 2,459 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 (2583 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

techwolf-ai/ai-first-toolkit · 99 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xmvmqkj63sdci5ev
GET https://markdownregistry.com/api/v1/resolve?ref=techwolf-ai/ai-first-toolkit/ai-firstify
GET https://markdownregistry.com/api/v1/blob/59d294be1ae65ff8d15a32b5790057de4edc60e63f6e9df110529fbc4834a614

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