ai-firstify SKILL.md skillA
ai-firstify from techwolf-ai/ai-first-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add techwolf-ai/ai-first-toolkit/ai-firstify@git:20260410.852272ePins git:20260410.852272e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- techwolf-ai/ai-first-toolkit
- Path
plugins/ai-firstify/skills/ai-firstify/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260410.852272e, committed Apr 10, 2026
- First version recorded
- Mar 5, 2026
- Size
- 2,583 bytes
- Repository stars
- 139
- License
- MIT
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.
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-Firstify Analyze and re-engineer projects to align with AI-first design principles. ## Trigger Use this skill when asked to: - **Audit mode** (read-only): "review", "audit", "analyze", "check", "assess" - **Re-Engineer mode** (active changes): "ai-firstify", "fix", "improve", "re-engineer", "transform" - **Bootstrap mode** (new project): "start", "new project", "bootstrap", "set up", "build from scratch" ## Mode 1: Audit (Read-Only Analysis) Perform a comprehensive read-only analysis across 7 dimensions. Output a scored report with recommendations. Do NOT modify any files. Read **references/mode-audit.md** for the full audit procedure and dimension checklist. ## Mode 2: Re-Engineer (Active Transformation) First, perform the full audit (Mode 1). Then actively fix issues in 7 phases: foundation, de-agentification, skill extraction, complexity reduction, context hygiene, safety hardening, workflow optimization. Read **references/mode-reengineer.md** for the full re-engineering procedure. ## Mode 3: Bootstrap (New Project Setup) …
Read the whole file at its exact version.
How to install
mdr add techwolf-ai/ai-first-toolkit/ai-firstify@sha256:59d294be1ae65ff8The line at the top of this page pins the label git:20260410.852272e, 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_xmvmqkj63sdci5ev)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 5, 2026 and Apr 10, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260410.852272e latest | 2026-04-10 | 852272e | 2,583 B | A | view · diff |
| git:20260306.b6a2fe8 | 2026-03-06 | b6a2fe8 | 2,601 B | A | view · diff |
| git:20260305.b244cd0 | 2026-03-05 | b244cd0 | 2,459 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 (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
techwolf-ai/ai-first-toolkit · 139 stars · license MIT · pushed 2026-09-29 · 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
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.