curl -fsSL https://api.cheatcodehq.com/install.sh | sh -s -- code-review-graph --to allCopies 7 skills into each app's skills folder (Claude Code: ~/.claude/skills), after checking every file against tirth8205/code-review-graph at commit 6b12d11. Nothing else on your computer changes. To undo it, run the terminal command with --uninstall at the end; that also removes what the app added.
Then start a new session in your AI app and ask for the work in plain words; it picks the skill from its description. In Claude Code you can also type /code-review-graph:build-graph.
See it in use
After installing, start a new session and say: Use the review-delta skill to review my last commit before I push it. Tell me what it could break and which tests are missing, and save the review as review.md.
What else it can do, and its limits
- 7 skills: build the graph, review the last commit, review a branch or pull request, debug an issue, explore a codebase and plan a safe refactor
- Each skill calls the code-review-graph tools, which run on your computer as an MCP server or a command line (Python 3.10 or newer, installed with pip or uv)
- Change reviews read git history, so the project must be a git repository
- Parses many languages with tree-sitter and stores the graph in a .code-review-graph folder in the project
- Finds callers by reading the code, not by running it: dynamic calls can be missed, as the tool itself says
- In this recording the MCP server could not start in the sandbox, so the session used the same tool's command line
Sample input Recorded Oct 24, 2026 in Claude Code 2.1.308 with Sonnet 5.5. The video replays that session; nothing in it was acted or edited.
What's inside 7 skills
build-graphBuild or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
debug-issueSystematically debug issues using graph-powered code navigation
Systematically debug issues using graph-powered code navigation
explore-codebaseNavigate and understand codebase structure using the knowledge graph
Navigate and understand codebase structure using the knowledge graph
refactor-safelyPlan and execute safe refactoring using dependency analysis
Plan and execute safe refactoring using dependency analysis
review-changesPerform a structured code review using change detection and impact
Perform a structured code review using change detection and impact
review-deltaReview only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
Review only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
review-prReview a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.
Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.
About
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows
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