CS student & AI engineer who likes to dig into the guts of systems. If it's interesting, I'll probably try to build something with it.
Abhigyan Patwari builds agent skills around GitNexus, a code knowledge graph, to help AI agents review pull requests and branches for merge risk, trace bugs, assess the impact of changes, refactor code safely, and analyze source-to-sink data flow. His skills also cover the GitNexus tooling itself and a step-by-step workflow for executing engineering plans. His work stands out for its focus on the internals of code analysis systems.
Gitnexus
14 skills · 48,307 stars · NOASSERTION
Gitnexus Cli Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, cle…
Gitnexus Debugging Use when the user is debugging a bug, tracing an error, or asking why something fails.
Gitnexus Exploring Use when the user asks how code works, wants to understand architecture, trace execution flows, o…
Gitnexus Guide Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph,…
Gitnexus Impact Analysis Use when the user wants to know what will break if they change something, or needs safety analysi…
Gitnexus Lfg Use when the user wants the GitNexus engineering pipeline run end-to-end on a task: gitnexus-plan…
Gitnexus Pdg Query Use when querying or extending GitNexus's PDG control/data-dependence surface (the `pdg_query` MC…
Gitnexus Pdg Query Use when querying or extending GitNexus's PDG control/data-dependence surface (the `pdg_query` MC…
Gitnexus Plan Use when you need a deep, implementation-ready engineering plan for a code change — built from Gi…
Gitnexus Pr Swarm Review Run a GitNexus production-readiness pull request review using a coordinated reviewer swarm.
Gitnexus Refactoring Use when the user wants to rename, extract, split, move, or restructure code safely.
Gitnexus Review Review code changes with GitNexus from a GitHub PR URL or number, a branch/ref or commit range, o…
Gitnexus Taint Analysis Use when working on, reviewing, or extending GitNexus's CFG/taint/PDG subsystem (the `--pdg` laye…
Gitnexus Work Use when executing an engineering plan produced by gitnexus-plan (or a small bounded task directl…