Review AI Compat

Q: What is a Claude Code skill and how does the Review AI Compat 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. Review AI Compat is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: ai-tooling · Last updated: 2026-05-26

type:audit type:review

AI-agent compatibility audit. Use when evaluating whether code changes are safely readable, analyzable, and modifiable by AI agents. Checks determinism, explicitness, complexity, and boundary clarity.

About this skill (catalog notes)

Review AI Compat includes 5 code blocks for direct copy-paste. At roughly 1,537 words the SKILL.md is on the longer end of the catalog distribution.

License: MIT
Original author: Jagoda11
Indexed lastmod: 2026-05-26
Catalog position: General · ai-tooling
Indexed related skills: 10

How Review AI Compat fits the catalog

Review AI Compat sits in the General category under the ai-tooling sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

What this skill does

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

When to invoke it: Use when evaluating whether code changes are safely readable, analyzable, and modifiable by AI agents. Checks determinism, explicitness, complexity, and boundary clarity.

Who uses this skill

The Review AI Compat 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 88,000+ 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/review-ai-compat
curl -L https://claudskills.com/skills/review-ai-compat/SKILL.md \
  -o ~/.claude/skills/review-ai-compat/SKILL.md

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

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

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 Review AI Compat Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/review-ai-compat/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Review AI Compat skill do?

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 Review AI Compat skill?

Use Review AI Compat when your Claude Code task falls under the General category — specifically in the ai tooling 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 Review AI Compat" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Review AI Compat 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. Review AI Compat 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

Source: https://github.com/Jagoda11/the-jagoda-toolkit/blob/HEAD/skills/review-ai-compat/SKILL.md
License: MIT
Author: Jagoda11

Cite this skill

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

APA

Jagoda11. (2026). Review AI Compat [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/review-ai-compat/

BibTeX

@misc{review-ai-compat-2026,
  author    = {Jagoda11},
  title     = {Review AI Compat [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/review-ai-compat/}
}

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