Parallel Agent Orchestration

Problem-solving strategies for groups in abstract algebra

Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

Problem-solving strategies for lebesgue measure in measure theory

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase

Problem-solving strategies for contour integrals in complex analysis

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic

Problem-solving strategies for continuity in real analysis

Never Use TaskOutput

Planning agent that creates implementation plans and handoffs from conversation context

Problem-solving with Rudin's Real and Complex Analysis textbook

Problem-solving strategies for rings in abstract algebra

Agent Context Isolation

Maps questions to the optimal tldr command. Use this to pick the right layer

Document codebase as-is with thoughts directory for historical context

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Problem-solving strategies for convex optimization in optimization

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

Migration workflow - research → analyze → plan → implement → review