Router-First Architecture

Problem-solving strategies for convex optimization in optimization

QLTY During Development

Agent Orchestration Rules

Problem-solving strategies for interpolation in numerical methods

Routes problems to appropriate mathematical frameworks using expert heuristics

Problem-solving strategies for proof theory in mathematical logic

Problem-solving strategies for lebesgue measure in measure theory

Async REPL Protocol

Problem-solving strategies for convergence in real analysis

Index at Creation Time

Analyze Claude Code sessions via Braintrust

Problem-solving strategies for sigma algebras in measure theory

Problem-solving strategies for limits in real analysis

Problem-solving strategies for connectedness in topology

Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

Completion Check: Verify Infrastructure Is Wired

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase

Use RepoPrompt CLI for token-efficient codebase exploration