AI Native

Turn a repo into an AI-native project — lay down AGENTS.md, standard verbs, gates, a doc-hygiene check, and the spec directory. Use when asked to initialize or set up a repo for coding agents, add or rework AGENTS.md, make a project AI-native, or re-run / upgrade that setup. Works on new and existing repos.

5 stars 1 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add initxy/ai-native --skill ai-native

Manual install

git clone --depth 1 https://github.com/initxy/ai-native.git /tmp/ai-native
mkdir -p ~/.claude/skills
cp -r /tmp/ai-native/. ~/.claude/skills/ai-native

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# AI Native

Turn a repo into an AI-native project. Same entry point for new and existing repos, same output: slots in place, verbs unified, gates explicit. This is a one-time setup: day-to-day work afterwards runs on the conventions written into the repo — the agent reads `AGENTS.md`, not this skill.

Before you start, read `references/harness.md` (the spec) and `references/templates.md` (the templates) in this directory.

## Which path

Repo nearly empty → new project; existing code → retrofit. A repo that already has an `AGENTS.md` — from an earlier run of this skill or any other tooling — is still the retrofit path, and the run becomes a reconcile: diff what's there against the spec, apply only the delta (see the merge step below). Re-running is safe by design.

## New project

1. Don't ask about the tech stack — that decision belongs to the first spec, not the harness. If the repo already carries scaffolding (a manifest, a toolchain config), read the stack from it silently.
2. Ask only the questions that change the initialization outcome: the working language and style (see "Language & style"), and the two conditional-slot questions — does the project publish anything (→ `docs/releasing.md`), and are outside contributors expected (→ `CONTRIBUTING.md` + PR template).

Read the full skill on GitHub

Details

Skill name: ai-native
Repository: initxy/ai-native
License: MIT
Repo updated: 27 October 2026

FAQ

What does the AI Native skill do?

How do I install the AI Native skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add initxy/ai-native --skill ai-native. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is AI Native popular?

It lives in initxy/ai-native, which has 5 GitHub stars and 1 forks.

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