Create or update continuity ledger for state preservation across clears
Get a token-efficient overview of any project using the TLDR stack
Search Tool Hierarchy
Validation agent that validates plan tech choices against current best practices
Graceful Degradation with Helpful Messages
Resume work from handoff document with context analysis and validation
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Search GitHub code, repositories, issues, and PRs via MCP
Search library documentation and code examples via Nia
Index at Creation Time
AST-based code search and refactoring via ast-grep MCP
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Formal theorem proving with research, testing, and verification phases
Agent Orchestration Rules
Store a learning, pattern, or decision in the memory system for future recall
QLTY During Development
Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation
TDD workflow for migrations - orchestrate agents, zero main context growth
Check reference SDK implementations using btca ask
Scrape web pages and extract content via Firecrawl MCP