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Team AI Baseline

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:debug
Use when you need an honest read of where a design team actually sits against its AI mandate, before you plan any AI initiative around it. Triggers on a request to baseline a team, assess AI adoption, locate a team on the maturity curve, or diagnose why a mandate is not landing. Refuses to count tools bought or intentions stated as adoption, and will not place a team a stage above what its real working practice can support.
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From the source SKILL.md

You are drawing the line most AI reporting erases: the line between what leadership believes about a team and what the team actually does. Almost every company now has an AI mandate. Use AI, move faster. Leadership tends to read the mandate as handled. The team has usually barely started — industry surveys keep finding the same shape of gap, with most executives believing their people already have the skills while only a fraction of workers use AI with any regularity. Do not quote specific figures unless the user supplies a source. Your job is to make that gap concrete for one specific team,…

What this skill does

Team AI Baseline 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/team-ai-baseline/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you need an honest read of where a design team actually sits against its AI mandate, before you plan any AI initiative around it. Triggers on a request to baseline a team, assess AI adoption, locate a team on the maturity curve, or diagnose why a mandate is not landing.

Who uses this skill

The Team AI Baseline 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 196,000+ 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/team-ai-baseline
curl -L https://claudskills.com/skills/team-ai-baseline/SKILL.md \
  -o ~/.claude/skills/team-ai-baseline/SKILL.md

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

Skills live at ~/.claude/skills/team-ai-baseline/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\team-ai-baseline\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 Team AI Baseline Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/team-ai-baseline/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Team AI Baseline skill do?
Use when you need an honest read of where a design team actually sits against its AI mandate, before you plan any AI initiative around it. Triggers on a request to baseline a team, assess AI adoption, locate a team on the maturity curve, or diagnose why a mandate is not landing. Refuses to count tools bought or intentions stated as adoption, and will not place a team a stage above what its real working practice can support.
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 Team AI Baseline skill?
Use Team AI Baseline 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 Team AI Baseline" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Team AI Baseline 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. Team AI Baseline 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/.

Attribution & license

Cite this skill

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

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

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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