Code Intelligence (AST, Dependency Graphs, Impact Analysis)

[hackobi]

Clawdia can read individual files but struggles with large codebases. No automatic dependency mapping or architecture visualization. This is needed for true "self-architecture" capability.

What to Build

A code-intelligence/ skill with:

1. AST Parsing — Parse JS/TS files into abstract syntax trees, extract function signatures, imports, exports
2. Dependency Graphs — Map which skills depend on which, which functions call which
3. Cross-Reference Analysis — Find all usages of a function/variable across the codebase
4. Architecture Visualization — Generate Mermaid diagrams of skill relationships
5. Impact Analysis — Before making a change, show what else might break

Tools

• @babel/parser for JS AST parsing
• madge for dependency graph generation
• Custom cross-reference indexer that persists to SQLite

Integration

• capability-evolver: Before mutation, run impact analysis
• skill-tester: Generate tests based on dependency graph
• goal-tracker: Measure "self-architecture" progress

This is a Code Singularity prerequisite

Without understanding her own codebase at scale, Clawdia can't safely make architectural changes. This bridges the gap between "self-repair" (done) and "self-architecture" (not yet).