Review PR

Perform a comprehensive code review of a pull request or branch diff using the knowledge graph.

Token optimization: Before starting, call get_docs_section_tool(section_name="review-pr") for the optimized workflow. Never include full files unless explicitly asked.

Steps

1. Identify the changes for the PR:

• If a PR number or branch is provided, use git diff main...<branch> to get changed files
• Otherwise auto-detect from the current branch vs main/master

1. Update the graph by calling build_or_update_graph_tool(base="main") to ensure the graph reflects the current state.

1. Get the full review context by calling get_review_context_tool(base="main"):

• This uses main (or the specified base branch) as the diff base
• Returns all changed files across all commits in the PR

1. Analyze impact by calling get_impact_radius_tool(base="main"):

• Review the blast radius across the entire PR
• Identify high-risk areas (widely depended-upon code)

1. Deep-dive each changed file:

• Read the full source of files with significant changes
• Use query_graph_tool(pattern="callers_of", target=<func>) for high-risk functions
• Use query_graph_tool(pattern="tests_for", target=<func>) to verify test coverage
• Check for breaking changes in public APIs

1. Generate structured review output:

   ## PR Review: <title>

   ### Summary
   <1-3 sentence overview>

   ### Risk Assessment
   - **Overall risk**: Low / Medium / High
   - **Blast radius**: X files, Y functions impacted
   - **Test coverage**: N changed functions covered / M total

   ### File-by-File Review
   #### <file_path>
   - Changes: <description>
   - Impact: <who depends on this>
   - Issues: <bugs, style, concerns>

   ### Missing Tests
   - <function_name> in <file> - no test coverage found

   ### Recommendations
   1. <actionable suggestion>
   2. <actionable suggestion>

Tips

• For large PRs, focus on the highest-impact files first (most dependents)
• Use semantic_search_nodes_tool to find related code the PR might have missed
• Check if renamed/moved functions have updated all callers