AI-Firstify
Scores a project against 9 AI-first design principles across 7 dimensions, then can fix what it finds.
Test report
- Verdict
- Tested · Works
- Score
- 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-firstifyScores 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.