Never Use TaskOutput
Check reference SDK implementations using btca ask
Modular Code Organization
Fast codebase search via WarpGrep (20x faster than grep)
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Debug issues by investigating logs, database state, and git history
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Create or update continuity ledger for state preservation across clears
Find unused functions and dead code in the codebase
TDD workflow for migrations - orchestrate agents, zero main context growth
Parallel Agent Type Contracts
Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.
Search library documentation and code examples via Nia
Formal theorem proving with research, testing, and verification phases
Search Tool Hierarchy
LLM Tuning Patterns
Query the memory system for relevant learnings from past sessions
AST-based code search and refactoring via ast-grep MCP
Spawn Agentica multi-agent patterns
Scrape web pages and extract content via Firecrawl MCP