inspect
Entity-level code review with risk scoring and PR triage
All Skills in This Repository (1)
Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install inspect?โผ
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?โผ
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?โผ
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?โผ
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?โผ
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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