# Explore Codebase

> Navigate and understand codebase structure using the knowledge graph

- **Type:** Skill
- **Install:** `agentstack add skill-miaoy0ushan-fp-explore-codebase`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [MiaoY0uShan](https://agentstack.voostack.com/s/miaoy0ushan)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [MiaoY0uShan](https://github.com/MiaoY0uShan)
- **Source:** https://github.com/MiaoY0uShan/FP/tree/main/.gemini/skills/explore-codebase

## Install

```sh
agentstack add skill-miaoy0ushan-fp-explore-codebase
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

## Explore Codebase

Use the code-review-graph MCP tools to explore and understand the codebase.

### Steps

1. Run `list_graph_stats` to see overall codebase metrics.
2. Run `get_architecture_overview_tool` for high-level community structure.
3. Use `list_communities_tool` to find major modules, then `get_community` for details.
4. Use `semantic_search_nodes_tool` to find specific functions or classes.
5. Use `query_graph_tool` with patterns like `callers_of`, `callees_of`, `imports_of` to trace relationships.
6. Use `list_flows` and `get_flow` to understand execution paths.

### Tips

- Start broad (stats, architecture) then narrow down to specific areas.
- Use `children_of` on a file to see all its functions and classes.
- Use `find_large_functions` to identify complex code.

## Token Efficiency Rules
- ALWAYS start with `get_minimal_context(task="")` before any other graph tool.
- Use `detail_level="minimal"` on all calls. Only escalate to "standard" when minimal is insufficient.
- Target: complete any review/debug/refactor task in ≤5 tool calls and ≤800 total output tokens.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [MiaoY0uShan](https://github.com/MiaoY0uShan)
- **Source:** [MiaoY0uShan/FP](https://github.com/MiaoY0uShan/FP)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-miaoy0ushan-fp-explore-codebase
- Seller: https://agentstack.voostack.com/s/miaoy0ushan
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.