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

Problem-solving strategies for convex optimization in optimization

Never Use TaskOutput

Document codebase as-is with thoughts directory for historical context

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

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

Use RepoPrompt CLI for token-efficient codebase exploration

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

Problem-solving strategies for root finding in numerical methods

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.

Planning agent that creates implementation plans and handoffs from conversation context

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

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

Problem-solving strategies for connectedness in topology

Show full session token usage, costs, TLDR savings, and hook activity

Completion Check: Verify Infrastructure Is Wired

Explicit Identity Across Boundaries

Problem-solving strategies for compactness in topology

Environment Triage