Routes problems to appropriate mathematical frameworks using expert heuristics

Search Tool Hierarchy

Problem-solving strategies for continuity in real analysis

Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)

Problem-solving strategies for entropy in information theory

Observe Before Editing

Parallel Agent Type Contracts

Index at Creation Time

Analyze Claude Code sessions via Braintrust

Implementation agent that executes a single task and creates handoff on completion

Check reference SDK implementations using btca ask

Implement technical plans from thoughts/shared/plans with verification

Agent Orchestration Rules

QLTY During Development

Semantic search across codebase using LEANN vector index

Graceful Degradation with Helpful Messages

Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.

Claude Code CLI commands, flags, headless mode, and automation patterns

AI-powered web search, research, and reasoning via Perplexity

Problem-solving strategies for compactness in topology