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AI Adoption Report

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Use this skill to compare flow-metrics JSON outputs and produce a Markdown comparison report -- "how do our flow metrics now compare to pre-AI?", "within Q4 did AI-tagged tickets behave differently from untagged?", "what does Q4 look like across all teams in the program?". Three modes -- baseline (two windows, one scope), cohort (within-window AI vs control), program (roll up many scopes for one window). Read-only -- consumes flow-metrics JSON files, makes no upstream calls, never invokes flow-metrics / jira / jira-align. Writes only the Markdown report and an optional JSON sidecar.
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From the source SKILL.md

A read-only workflow skill that consumes one or more flow-metrics JSON outputs and renders a comparison report. It has three modes — baseline, cohort, program — all sharing one pairing-and-delta engine. The skill is deliberately boring: pair files, subtract numbers, render a table. It encodes no judgment about what the deltas mean and emits no flags; interpretation belongs to the reader.

What this skill does

AI Adoption Report 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-adoption-report/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The AI Adoption Report 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/ai-adoption-report
curl -L https://claudskills.com/skills/ai-adoption-report/SKILL.md \
  -o ~/.claude/skills/ai-adoption-report/SKILL.md

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

Skills live at ~/.claude/skills/ai-adoption-report/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-adoption-report\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 Adoption Report Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ai-adoption-report/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the AI Adoption Report skill do?
Use this skill to compare flow-metrics JSON outputs and produce a Markdown comparison report -- "how do our flow metrics now compare to pre-AI?", "within Q4 did AI-tagged tickets behave differently from untagged?", "what does Q4 look like across all teams in the program?". Three modes -- baseline (two windows, one scope), cohort (within-window AI vs control), program (roll up many scopes for one window). Read-only -- consumes flow-metrics JSON files, makes no upstream calls, never invokes flow-metrics / jira / jira-align. Writes only the Markdown report and an optional JSON sidecar.
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 Adoption Report skill?
Use AI Adoption Report 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 Adoption Report" 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 Adoption Report 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 Adoption Report 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
eugenelim. (2026). AI Adoption Report [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-adoption-report/
BibTeX
@misc{ai-adoption-report-2026,
  author    = {eugenelim},
  title     = {AI Adoption Report [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ai-adoption-report/}
}

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Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (execution), 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.

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