gitnexus-exploring

Explore codebase architecture and trace execution flows using GitNexus indexed repositories.

18|8|Updated Jun 17, 2026
One-click install
npx skills add https://github.com/PyModel/pythinker-code --skill gitnexus-exploring-pymodel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gitnexus-exploring
Source: https://github.com/PyModel/pythinker-code/tree/main/.agents/skills/gitnexus/gitnexus-exploring
Command: npx skills add https://github.com/PyModel/pythinker-code --skill gitnexus-exploring-pymodel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Understanding an unfamiliar codebase is slow when you have to grep through files manually. This Skill answers questions like "How does authentication work?" or "What calls this function?" by querying a GitNexus index of symbols, clusters, and execution flows instead of reading every file. ## Core Features & Use Cases - Codebase Overview: Read repository context resources to get stats, functional clusters, and staleness warnings before diving in. - Execution Flow Tracing: Use the query tool to find processes (e.g., CheckoutFlow, LoginFlow) related to a concept, then read step-by-step execution traces. - Symbol Analysis: Use the context tool to get a 360-degree view of any symbol, including incoming calls, outgoing calls, and the processes it participates in. - Use Case: When asked "How does payment processing work?", query for payment-related flows, inspect key symbols like processPayment for callers and callees, then read the relevant source files for implementation details. ## Quick Start Ask the agent to explain how a specific feature works in this repository, and it will query the GitNexus index to trace the relevant execution flows and symbols.

Frequently Asked Questions about gitnexus-exploring

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I understand how a feature works in an unfamiliar codebase?

Query the GitNexus index with a search term describing the feature, review the returned execution flows, then use the context tool on key symbols to see incoming and outgoing calls. Finally read the source files for implementation details.

How do I find what functions call a specific symbol?

Use the context tool with the symbol name, for example context({name: "validateUser"}). It returns incoming calls, outgoing calls, and the execution processes the symbol participates in.

What should I do when the GitNexus index is stale?

When the repository context resource reports the index is stale, run node .gitnexus/run.cjs analyze in the terminal to rebuild the index, then re-read the context resource before continuing exploration.

What information does the GitNexus repository context provide?

The gitnexus://repo/{name}/context resource returns codebase statistics and a staleness warning in roughly 150 tokens. Related resources list functional clusters with cohesion scores and step-by-step execution traces for named processes.

When is GitNexus exploration not the right approach?

It requires a previously indexed repository, so it does not work on code that has not been analyzed by GitNexus. For quick one-off lookups in a single known file, reading the file directly is faster than querying the index.