{"repo":"Ataraxy-Labs/inspect","free":true,"listed":false,"github":"https://github.com/Ataraxy-Labs/inspect","clone":"git clone https://github.com/Ataraxy-Labs/inspect.git","description":"Entity-level code review. Triages pull requests by structural risk using cross-file dependency graphs and LLMs that read for meaning.","language":"Python","stars":193,"topics":["ai-agents","code-review","developer-tools","tree-sitter","code-intelligence","entity-graph","llm-tools","pull-request","static-analysis"],"license":null,"category":"dev-tools","readme_excerpt":"Part of the Ataraxy Labs stack — agent-native infrastructure for software development. See also: sem (semantic version control) · weave (entity-level merge driver) · opensessions (tmux sidebar for coding agents). Read the manifesto: https://ataraxy-labs.com/#thesis · Essays: https://ataraxy-labs.com/blogs · LLMs: https://ataraxy-labs.com/llms.txt inspect Entity-level code review for Git. Triage PRs by structural risk, not line count. inspect is a code review tool that works at the entity level instead of files or lines. It parses your diff with tree-sitter, classifies each changed entity (text-only, syntax, functional), scores it by risk using the cross-file dependency graph, and groups independent changes so tangled commits can be reviewed as separate units. Every code review tool today shows you files and lines. inspect shows you which functions matter. A renamed variable, a reformatted function, and a deleted public API method all look the same in a line diff. inspect scores the API deletion as critical (high blast radius, many dependents) and the rename as low risk. Review the critical stuff first, skip the noise. On the Greptile benchmark (141 findings across 52 PRs), inspect achieved 95.0% recall vs Greptile's 91.5% and CodeRabbit's 56.0%. On the Martian benchmark (137 findings, 50 PRs), inspect scored 46.2% F1, beating Augment Code (45.8%) for #1 on their leaderboard. Agents and CI pipelines consume inspect through JSON output or the built-in MCP server (6 tools). Deve","default_branch":null,"files":null,"tree":[],"storefront":"/r/Ataraxy-Labs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Ataraxy-Labs/inspect/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}