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code-review-graph

vudovn/ag-kitSkill

Token-efficient code review using Tree-sitter AST graphs and MCP. Cuts AI token usage on large codebases by computing the blast radius of changes instead of reading entire codebases. Uses a SQLite graph database for structural analysis.

ScannedSkillSource: GitHub
8,195 stars +17 this week Updated 17d ago License MIT Context ≈64 tokens always loaded
79popular

Why this score

Stars20/35
Usage (forks)9/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 8,195 stars are split between them (about 820 each) for scoring.

Popularity score: 79/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit 549ba3dc2eb1, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

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