Agentic Workflow Pattern
AI-powered web search, research, and reasoning via Perplexity
No Polling for Background Agents
Formal theorem proving with research, testing, and verification phases
A complete skill for E2E testing
MCP Script Rules
Agent Context Isolation
Create git commits with user approval and no Claude attribution
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Environment Triage
Guide to the math cognitive stack - what tools exist and when to use each
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Parallel Agent Orchestration
Index at Creation Time
Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code, reduce technical debt, modernize deprecated patterns, or improve code...
Apply comprehensive code review checklist covering purpose, design, quality, correctness, security, performance, testing, and documentation. Use when reviewing pull requests, conducting code...
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations