Explore Codebase with Graph
tirth8205/code-review-graph
Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.
A skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…
$ npx skills add crabbuild/compass --skill compass -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install crabbuild/compass compass --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/crabbuild/compass.git skills-src && mkdir -p .claude/skills && cp -r skills-src/crates/compass-cli/assets/compass-skill .claude/skills/compass && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "compass" agent skill from https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skill into .claude/skills/compass/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compass", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skillType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add crabbuild/compass --skill compass -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install crabbuild/compass compass --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/crabbuild/compass.git skills-src && mkdir -p .agents/skills && cp -r skills-src/crates/compass-cli/assets/compass-skill .agents/skills/compass && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "compass" agent skill from https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skill into .agents/skills/compass/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compass", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add crabbuild/compass --skill compass -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install crabbuild/compass compass --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/crabbuild/compass.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/crates/compass-cli/assets/compass-skill .cursor/skills/compass && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "compass" agent skill from https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skill into .cursor/skills/compass/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compass", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/crabbuild/compass.git --path crates/compass-cli/assets/compass-skill--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add crabbuild/compass --skill compass -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install crabbuild/compass compass --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/crabbuild/compass.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/crates/compass-cli/assets/compass-skill .gemini/skills/compass && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "compass" agent skill from https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skill into .gemini/skills/compass/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compass", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install crabbuild/compass compassInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add crabbuild/compass --skill compass -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/crabbuild/compass.git skills-src && mkdir -p .github/skills && cp -r skills-src/crates/compass-cli/assets/compass-skill .github/skills/compass && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "compass" agent skill from https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skill into .github/skills/compass/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compass", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add crabbuild/compass --skill compass -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install crabbuild/compass compass --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/crabbuild/compass.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/crates/compass-cli/assets/compass-skill .opencode/skills/compass && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "compass" agent skill from https://github.com/crabbuild/compass/tree/main/crates/compass-cli/assets/compass-skill into .opencode/skills/compass/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compass", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
compassA skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…
Compass is an agent skill from crabbuild/compass. Use for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search, pull-request risk review, change-impact review, historical diffs, CompassQL, graph refreshes, GROUNDED agent-authored graph enhancements, continuous overlay enrichment during coding sessions, exact overlay queries or rebases, exports, MCP serving, or project artifacts. Also use when the user invokes /compass or asks about Compass.
Its SKILL.md is about 5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 20 other files, including reference files (for example `agents/openai.yaml`, `references/add-watch.md` and `references/agent-graph.md`). Compatibility notes: Requires the Compass CLI; works with Agent Skills-compatible coding agents.
It sits in Development, covering Codebase onboarding, Knowledge graphs and Pull requests. It works with Model Context Protocol. The repository describes itself as: Native, local-first knowledge graph engine for code and project artifacts—inspired by Graphify, built in Rust, and evolving beyond it.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit b204213. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires the Compass CLI; works with Agent Skills-compatible coding agents.
From compatibility in the SKILL.md frontmatter.
Compass loads about 5k tokens when it runs, and up to ~20k if it reads all its reference files. Until then it costs about 128 tokens; SKILL.md has 2,582 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,582 words (~4,984 tokens).
“Compass is the first navigation layer for codebase work. It builds and queries a local knowledge graph with native commands. Use the graph to find the smallest relevant source set, then verify important conclusions in the cited source.”
SKILL.md and 18 other files (references) in crates/compass-cli/assets/compass-skill of crabbuild/compass.
Open the folder on GitHubat commit b204213
Compass next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Compass this skillcrabbuild/compass | 168 | — | ~5k | Automated safety check: Pass | Custom licence | |
| Explore Codebase with Graphtirth8205/code-review-graph | 32k | 1 repos | ~335 | Automated safety check: Pass | MIT | |
| Slm Graphqualixar/superlocalmemory | 227 | — | ~2.7k | Automated safety check: Notes | AGPL-3.0 | |
| CodeScope Codebase Graph AnalysisQwenLM/qwen-code | 28k | 1 repos | ~9.3k | Automated safety check: Pass | Apache-2.0 | |
| Memtrace Indexsyncable-dev/memtrace-public | 486 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Code Knowledge Graphvibeeval/vibecosystem | 531 | — | ~2.7k | Automated safety check: Notes | MIT |
tirth8205/code-review-graph
Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.
qualixar/superlocalmemory
Index and query a codebase as a structural graph — build the code graph, trace blast radius of a change, find callers/callees/inheritors, semantic code search by meaning, assemble PR review context…
QwenLM/qwen-code
Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.
syncable-dev/memtrace-public
Index a source-code repo into the Memtrace knowledge graph and poll the job to completion.
vibeeval/vibecosystem
Codebase'i knowledge graph olarak analiz et. An agent skill from vibeeval/vibecosystem.
vibeeval/vibecosystem
GitHub MCP Server ile GitHub API erisimi. An agent skill from vibeeval/vibecosystem.
Works with
Categories
A skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…. Compass is an agent skill from crabbuild/compass. Use for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search, pull-request risk review, change-impact review, historical diffs, CompassQL, graph refreshes, GROUNDED agent-authored graph enhancements, continuous overlay enrichment during coding sessions, exact overlay queries or rebases, exports, MCP serving, or project artifacts.
Compass fits situations like: graph-first AI coding sessions and repository analysis: session initialization; architecture maps; call-graph tracing; symbol and repository search.
Run `npx skills add crabbuild/compass --skill compass -a claude-code`. Or copy the skill folder (crates/compass-cli/assets/compass-skill in crabbuild/compass) into .claude/skills/compass in your project. Claude Code loads it when a task matches its description.
Run `npx skills add crabbuild/compass --skill compass -a codex`. Or copy the skill folder (crates/compass-cli/assets/compass-skill in crabbuild/compass) into .agents/skills/compass in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add crabbuild/compass --skill compass -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/compass, .gemini/skills/compass, .github/skills/compass and .opencode/skills/compass in your project.
SKILL.md names no scripts, command-line tools or credentials: Compass is instructions for the agent only. Our summary lists: Python 3. Compatibility (from SKILL.md): Requires the Compass CLI; works with Agent Skills-compatible coding agents..
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Compass has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 5k tokens (SKILL.md is roughly 20k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 15k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Compass: Explore Codebase with Graph (tirth8205/code-review-graph, 32k stars), Slm Graph (qualixar/superlocalmemory, 227 stars), CodeScope Codebase Graph Analysis (QwenLM/qwen-code, 28k stars) and Memtrace Index (syncable-dev/memtrace-public, 486 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
crabbuild (a GitHub organization) maintains it in crabbuild/compass, which has 168 GitHub stars. The repository was last updated on October 3, 2026.
Source: crabbuild/compass on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.