heretek-skills

Agent development for Heretek Swarm's 23-agent system. Use when creating new agent actors, implementing agent behaviors, or working with the actor/mixin architecture. Covers agent lifecycle, communication patterns, and consensus integration.

API development patterns for Heretek Swarm FastAPI services. Use when creating new endpoints, implementing authentication, or working with API routers. Covers FastAPI patterns, OpenAPI documentation, and API testing.

Backend development patterns for Heretek Swarm Python/FastAPI services. Use when building API endpoints, creating agent actors, implementing memory operations, or working with async Python patterns. Covers project structure, conventions, and common pitfalls specific to this codebase.

Contribution guidelines for Heretek Swarm. Use when preparing contributions, creating pull requests, or following project conventions. Covers code style, commit messages, and review process.

Debugging and troubleshooting patterns for Heretek Swarm. Use when diagnosing issues, investigating failures, or optimizing performance. Covers logging, profiling, and common problem patterns.

Docker and container operations for Heretek Swarm. Use when working with Docker Compose, building images, managing services, or debugging container issues. Covers development, staging, and production configurations.

Frontend development for Heretek Swarm React/TypeScript dashboard. Use when building UI components, implementing state management, or working with the Vite build system. Covers React 19 patterns, TypeScript conventions, and project-specific styling.

Memory system development for Heretek Swarm's Cognee-backed memory. Use when implementing memory operations, working with knowledge graphs, or debugging memory issues. Covers Cognee API, access patterns, and intelligent prefetching.

Migration patterns for Heretek Swarm. Use when creating database migrations, migrating code between systems, or planning large-scale refactoring. Covers Alembic migrations, code migration strategies, and rollback procedures.

Monitoring and observability for Heretek Swarm. Use when setting up logging, metrics, tracing, or health checks. Covers structured logging, Prometheus metrics, and distributed tracing.

NATS messaging patterns for Heretek Swarm. Use when implementing inter-agent communication, working with JetStream, or debugging messaging issues. Covers pub/sub, request/reply, and queue groups.

Security practices for Heretek Swarm. Use when implementing authentication, working with secrets, configuring NATS mTLS, or reviewing code for security issues. Covers zero-trust architecture, input validation, and audit trails.

State management for Heretek Swarm. Use when working with PostgreSQL, Redis, or Qdrant. Covers database operations, caching strategies, and vector search patterns.

Testing patterns for Heretek Swarm. Use when writing tests, setting up test infrastructure, or debugging test failures. Covers pytest, vitest, mocking strategies, and test organization.