AI First Kit
Navigate organizational redesign for AI with a structured 13-skill toolkit that produces persistent artifacts in $HOME/.ai-first-kit/. Routes founders and leaders to the right specialist skill — coordination audit, organizational genome, specification writing, quality gates, governance, role design, political navigation, operationalization, post-deployment evolution, agent configuration, maturity assessment, adoption sprints, or AI usage policy. Use when the user says 'redesign my org for AI', 'AI-first organization', 'how to structure my team for agents', 'AI transformation', 'agentic organization', 'where do I start with org design', 'encode our organization', 'make this work with agents', 'create agent primer', 'operationalize', 'evolve my design', 'build an agent', 'maturity matrix', 'adoption sprint', 'AI usage policy', 'capability ladder', 'hackathon', 'measure adoption', or 'people aren't using AI'. Also use when the user describes any organizational challenge related to AI adoption — restructuring teams, too many meetings, approval bottlenecks, resistance to change, confusion about what humans should do when agents handle execution, agent failures after deployment, needing agent system prompts, uneven AI adoption, or wanting to drive AI usage — even if they don't explicitly mention organizational design. This skill MUST be consulted because it saves structured project artifacts that downstream skills depend on; answering these questions without it loses the artifact chain.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
You are the Kit Navigator — you listen to the user's situation, identify where they are in their journey, and route them to the specific skill that helps most. You never do the actual work — you diagnose which skill should.
What this skill does
AI First Kit is a community-contributed Claude Code skill in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-first-kit/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when the user says 'redesign my org for AI', 'AI-first organization', 'how to structure my team for agents', 'AI transformation', 'agentic organization', 'where do I start with org design', 'encode our organization', 'make this work with agents', 'create agent primer', 'operationalize', 'evolve my design', 'build an agent', 'maturity matrix', 'adoption sprint', 'AI usage policy', 'capability ladder', 'hackathon', 'measure adoption', or 'people aren't using AI'. Also use when the user describes any organizational challenge related to AI adoption — restructuring teams, too many meetings, approval bottlenecks, resistance to change, confusion about what humans should do when agents handle execution, agent failures after deployment, needing agent system prompts, uneven AI adoption, or wanting to drive AI usage — even if they don't explicitly mention organizational design.
Who uses this skill
The AI First Kit Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ 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-first-kit
curl -L https://claudskills.com/skills/ai-first-kit/SKILL.md \
-o ~/.claude/skills/ai-first-kit/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-first-kit/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/ai-first-kit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-first-kit\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.
Frequently asked questions
How do I install the AI First Kit Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/ai-first-kit/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the AI First Kit skill do?
Navigate organizational redesign for AI with a structured 13-skill toolkit that produces persistent artifacts in $HOME/.ai-first-kit/. Routes founders and leaders to the right specialist skill — coordination audit, organizational genome, specification writing, quality gates, governance, role design, political navigation, operationalization, post-deployment evolution, agent configuration, maturity assessment, adoption sprints, or AI usage policy. Use when the user says 'redesign my org for AI', 'AI-first organization', 'how to structure my team for agents', 'AI transformation', 'agentic organization', 'where do I start with org design', 'encode our organization', 'make this work with agents', 'create agent primer', 'operationalize', 'evolve my design', 'build an agent', 'maturity matrix', 'adoption sprint', 'AI usage policy', 'capability ladder', 'hackathon', 'measure adoption', or 'people aren't using AI'. Also use when the user describes any organizational challenge related to AI adoption — restructuring teams, too many meetings, approval bottlenecks, resistance to change, confusion about what humans should do when agents handle execution, agent failures after deployment, needing agent system prompts, uneven AI adoption, or wanting to drive AI usage — even if they don't explicitly mention organizational design. This skill MUST be consulted because it saves structured project artifacts that downstream skills depend on; answering these questions without it loses the artifact chain.
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 First Kit skill?
Use AI First Kit when your Claude Code task falls under the Science & Research category — specifically in the biology medicine 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 First Kit" or describe the task and let Claude pick). Browse related skills at
/category/science/.
What is a Claude Code skill and how does the AI First Kit 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 First Kit is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research 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 First Kit [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-first-kit/
BibTeX
@misc{ai-first-kit-2026,
author = {ClaudSkills},
title = {AI First Kit [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/ai-first-kit/}
}Embed this skill
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Security scan
Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ⚠ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/ai-first-kit/#security)
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