AI-Firstify

Scores a project against 9 AI-first design principles across 7 dimensions, then can fix what it finds.

Tested · Works

Test report

Verdict
Tested · Works
Score
9.6/10
Tested
Jul 13, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Jul 18, 2026 · 5296500

Ran a real partial audit on this very repo (Skill Agregator): baseline gave a vague paragraph, the skill-guided run flagged concrete, verifiable facts (no CLAUDE.md, no .claude/skills/ dir, but .env correctly gitignored) in the required GREEN/YELLOW/RED format its own validate-report.sh checks for.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 5/5

What AI-Firstify does

Audits, re-engineers, or bootstraps projects against AI-first design principles: CLAUDE.md hygiene, agent/skill architecture, scope creep, context hygiene, safety, and workflow design. Triggers on review/audit/'ai-firstify'/new-project requests and produces a scored, validator-checked report (with a bundled shell script that enforces the report format) before optionally applying fixes in 7 phases.

How to install AI-Firstify

git clone https://github.com/techwolf-ai/ai-first-toolkit
cd ai-first-toolkit
mkdir -p ~/.claude/skills
cp -r plugins/ai-firstify/skills/ai-firstify ~/.claude/skills/ai-firstify

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger AI-Firstify

  • /ai-firstify Scores a project against 9 AI-first design principles across 7 dimensions, then can fix what it finds.

It also activates on plain-language prompts like these:

  • Audit this project against AI-first design principles and score it
  • Review our CLAUDE.md and skill architecture for scope creep issues
  • Bootstrap this new project with an AI-first agent and context setup

Frequently asked questions

Is the AI-Firstify skill free?
Yes. The skill itself is free from techwolf-ai/ai-first-toolkit. SkillProof publishes the install command and an independent test verdict at no cost.
Does AI-Firstify work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Tested · Works. Ran a real partial audit on this very repo (Skill Agregator): baseline gave a vague paragraph, the skill-guided run flagged concrete, verifiable facts (no CLAUDE.md, no .claude/skills/ dir, but .env correctly gitignored) in the required GREEN/YELLOW/RED format its own validate-report.sh checks for.
What is the AI-Firstify SkillProof Score?
9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install AI-Firstify?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use AI-Firstify with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.