Query the memory system for relevant learnings from past sessions

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

LLM Tuning Patterns

TDD workflow for migrations - orchestrate agents, zero main context growth

Resume work from handoff document with context analysis and validation

Debug issues by investigating logs, database state, and git history

Parallel Agent Type Contracts

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

Index at Creation Time

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

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

Formal theorem proving with research, testing, and verification phases

Deterministic router for math cognitive stack - maps user intent to exact CLI commands

Agent Orchestration Rules

Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities

Run Claude Code programmatically via CLI (-p flag), Python SDK, or TypeScript SDK. For automation, CI/CD, session chaining, headless execution, and orchestrating multiple Claude instances....

Comprehensive API security testing skill for REST, GraphQL, gRPC, and WebSocket APIs. This skill should be used when performing API penetration testing, testing for OWASP API Top 10...

Expert API architect specializing in RESTful API design, GraphQL, gRPC, and API security. Deep expertise in OpenAPI 3.1, authentication patterns (OAuth2, JWT), rate limiting, pagination, and OWASP...

Expert at designing clean, consistent, and developer-friendly APIs. Covers RESTful conventions, versioning strategies, error handling, pagination, rate limiting, and OpenAPI documentation. Designs...

Delegate tasks to Gemini CLI to save Claude context