Ataraxy-LabsAtaraxy-LabsOfficialยท1 Agent Skills Included

inspect

Entity-level code review with risk scoring and PR triage

Analyzes Git diffs at the function level instead of raw lines, classifying each change as cosmetic, syntax, or functional. Scores every change by structural risk and blast radius using the cross-file dependency graph, so reviewers skip noise and focus on critical edits first. Groups tangled commits into independent logical units and sends only high-risk entities to an LLM, cutting review time and token costs.
npx skills add Ataraxy-Labs/inspect --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install inspect?โ–ผ

Run `npx skills add Ataraxy-Labs/inspect --all -g -y` in your terminal to install all skills in this repository globally.

What is entity-level code review?โ–ผ

Instead of showing changed files and lines, inspect parses your diff with tree-sitter and scores each changed function or method by risk, so you review the changes that actually matter first.

How does inspect reduce code review noise?โ–ผ

It discounts cosmetic-only changes like renames and formatting, then ranks the rest by blast radius and dependent count, cutting a large diff down to the few critical entities.

Does inspect work with Claude Code and other coding agents?โ–ผ

Yes. It ships a built-in MCP server with 6 tools, plus JSON and markdown output, so agents like Claude Code and Cursor can run triage directly.

Which LLM providers does inspect review support?โ–ผ

It works with Anthropic, OpenAI, Ollama, and any OpenAI-compatible server such as vLLM or LM Studio, with no vendor lock-in.

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