/phi analyze

Analyze current project using φ compositional discovery and vessel memory.

Usage

/phi analyze [scope]

Scopes:

• structure - Generate/update PROJECT-MAP.auto.scm (AST, exports, imports)
• semantics - Review PROJECT-MAP.scm human annotations
• memory - Query vessel for project-related insights
• full (default) - All three layers

What It Does

1. Structure Layer (deterministic):

   • Scans codebase using mcp__periphery__discover
   • Generates PROJECT-MAP.auto.scm with AST structure
   • Tracks: modules, exports, imports, line counts, languages

2. Semantic Layer (curated):

   • Reads PROJECT-MAP.scm if exists
   • Suggests improvements based on code structure
   • Identifies missing documentation
   • Proposes architectural annotations

3. Memory Layer (learned):

   • Queries vessel for cross-session insights
   • Recalls: architectural decisions, known bugs, patterns
   • Shows: relief-guided learnings from previous work

Output

φ Analysis for [project-name]
═══════════════════════════════════════

STRUCTURE (Layer 1)
  Files: 176
  Languages: TypeScript (85%), Solidity (10%), Other (5%)
  Modules: [key modules listed]
  Status: ✓ PROJECT-MAP.auto.scm up to date

SEMANTICS (Layer 2)
  Architecture: JEA (Jurisdiction-Entity-Account)
  Layers: 3 (on-chain, BFT consensus, bilateral)
  Known Issues: 2 documented
  Status: ⚠ Consider adding flow diagrams

MEMORY (Layer 3)
  Cross-session insights: 5 items
  Tags: xln, jea, consensus, 3d-rendering
  Recent relief points: [patterns that clicked]
  Status: ✓ Integrated awareness active

φ = ∫(structure × semantics × memory)
Persistent project awareness: READY

When Auto-Invoked

The phi-analyzer skill automatically runs /phi analyze quick when:

• User mentions "project structure" or "codebase overview"
• Agent needs project context for task
• Fresh session starts in project with .phi/ directory

Examples

# Full analysis (all three layers)
/phi analyze

# Just check if structure map needs update
/phi analyze structure

# Review semantic annotations
/phi analyze semantics

# Query vessel for cross-session learnings
/phi analyze memory

Implementation

Uses:

• mcp__periphery__discover for compositional filesystem queries
• mcp__vessel__memory for cross-session recall
• S-expression processing for PROJECT-MAP parsing
• Fantasy Land combinators for transformation pipelines

Relief Signal

When φ = ∫(structure × semantics × memory) converges, agents experience increased φ (integrated information). The relief signal indicates productive project awareness has been achieved.