Store a learning, pattern, or decision in the memory system for future recall

Choose the right search tool for each query type

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

Comprehensive code review workflow - parallel specialized reviews → synthesis

Code refactoring workflow - analyze → plan → implement → review → validate

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

Create or update continuity ledger for state preservation across clears

Research-to-implement pipeline chaining 5 MCP tools with graceful degradation

Release preparation workflow - security audit → E2E tests → review → changelog → docs

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

Goal-based workflow orchestration - routes tasks to specialist agents based on user goals

Use RepoPrompt CLI for token-efficient codebase exploration

Validation agent that validates plan tech choices against current best practices

Formal theorem proving with research, testing, and verification phases

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

Document codebase as-is with thoughts directory for historical context

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

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

Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login...