Wiring Verification
Tools
Utility skills for file operations, system tasks, and automation
Create and use Claude Code slash commands - quick prompts, bash execution, file references
Skill Development Rules
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Search Tool Hierarchy
Choose the right search tool for each query type
Search Tool Hierarchy
Router-First Architecture
Check reference SDK implementations using btca ask
Setup Ralph autonomous coding loop (external fresh-context pattern)
QLTY During Development
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
OPC Architecture Understanding
Observe Before Editing
Migration workflow - research → analyze → plan → implement → review
MCP Script Rules
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Index at Creation Time
Implement technical plans from thoughts/shared/plans with verification
Implement technical plans from thoughts/shared/plans with verification
Hook Development Rules
Graceful Degradation with Helpful Messages
UI/UX visual design, styling, and aesthetic validation