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AI Native

Category: General  ·  Sub-category: general-misc  ·  Last updated:
AI-Native 开发工作流方法论——用 Claude Code 作为主力开发工具的工程纪律。 同时支持空项目和已有代码库两种场景。 触发场景：用户说"新项目"、"启动项目"、"AI-native"、"意图凝练"、"契约骨架"、 "INTENT-GRAPH"、"意图卡"、"Batch"、"Agent Team"、"空项目 starter"、 "已有项目接入"、"老项目"、"现有代码"、"改造现有项目"、"Phase 0/1/2/3"、 "顶层意图"、"ADR"、"DECISIONS"、"反推意图"、"codebase 考古"、 "机器可读契约"、"多 Agent 并行"、"项目纪律"、"续跑剧本"、 "想给项目加测试网络"、"代码库太乱想整理"、"隐性约束"、 或用自然语言描述一个想做的产品 idea。 即使用户只是模糊地说"想做一个XX"或"想整理现有代码库"，也应该触发此 skill。

From the source SKILL.md

用 Claude Code 作为主力开发工具的工程方法论。核心不是"让 AI 自主"，是让多 Agent 在共享契约下并行干活。

What this skill does

AI Native is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-native/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The AI Native Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 119,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/ai-native
curl -L https://claudskills.com/skills/ai-native/SKILL.md \
  -o ~/.claude/skills/ai-native/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-native/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ai-native/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-native\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the AI Native Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ai-native/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the AI Native skill do?
AI-Native 开发工作流方法论——用 Claude Code 作为主力开发工具的工程纪律。 同时支持空项目和已有代码库两种场景。 触发场景：用户说"新项目"、"启动项目"、"AI-native"、"意图凝练"、"契约骨架"、 "INTENT-GRAPH"、"意图卡"、"Batch"、"Agent Team"、"空项目 starter"、 "已有项目接入"、"老项目"、"现有代码"、"改造现有项目"、"Phase 0/1/2/3"、 "顶层意图"、"ADR"、"DECISIONS"、"反推意图"、"codebase 考古"、 "机器可读契约"、"多 Agent 并行"、"项目纪律"、"续跑剧本"、 "想给项目加测试网络"、"代码库太乱想整理"、"隐性约束"、 或用自然语言描述一个想做的产品 idea。 即使用户只是模糊地说"想做一个XX"或"想整理现有代码库"，也应该触发此 skill。
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the AI Native skill?
Use AI Native when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use AI Native" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the AI Native skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. AI Native is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). AI Native [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-native/
BibTeX
@misc{ai-native-2026,
  author    = {ClaudSkills},
  title     = {AI Native [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ai-native/}
}

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