Research agent for external documentation, best practices, and library APIs via MCP tools

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

Problem-solving strategies for convex optimization in optimization

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

Use RepoPrompt CLI for token-efficient codebase exploration

Document codebase as-is with thoughts directory for historical context

Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation

Never Use TaskOutput

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

Develops mathematical understanding through examples, visualization, and analogy

Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.

Problem-solving strategies for root finding in numerical methods

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

Problem-solving strategies for connectedness in topology

Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)

Parallel Agent Orchestration

Planning agent that creates implementation plans and handoffs from conversation context

Completion Check: Verify Infrastructure Is Wired

Explicit Identity Across Boundaries

Problem-solving strategies for compactness in topology