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Skills/tirth8205/code-review-graph/explore-codebase
explore-codebase logo

explore-codebase

tirth8205/code-review-graph
0 installs18K stars
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Installation

npx skills add https://github.com/tirth8205/code-review-graph --skill explore-codebase

Summary

Navigate and understand codebase structure using the knowledge graph

SKILL.md

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="<your 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.

Score

0–100
76/ 100

Grade

B

Popularity28/30

18,498 GitHub stars on the source repo — top-tier adoption. Install counts are not tracked for this skill.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Explore Codebase skill score badge previewScore badge

Markdown

[![Explore Codebase skill](https://www.remoteopenclaw.com/skills/tirth8205/code-review-graph/explore-codebase/badges/score.svg)](https://www.remoteopenclaw.com/skills/tirth8205/code-review-graph/explore-codebase)

HTML

<a href="https://www.remoteopenclaw.com/skills/tirth8205/code-review-graph/explore-codebase"><img src="https://www.remoteopenclaw.com/skills/tirth8205/code-review-graph/explore-codebase/badges/score.svg" alt="Explore Codebase skill"/></a>

Explore Codebase FAQ

How do I install the Explore Codebase skill?

Run “npx skills add https://github.com/tirth8205/code-review-graph --skill explore-codebase” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Explore Codebase skill do?

Navigate and understand codebase structure using the knowledge graph The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Explore Codebase skill free?

Yes. Explore Codebase is a free, open-source skill published from tirth8205/code-review-graph. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Explore Codebase work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Explore Codebase works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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