Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI...

Validate custom agent file format and structure

Create and use Claude Code slash commands - quick prompts, bash execution, file references

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

Reference guide for Agentica multi-agent infrastructure APIs

Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination

Complete Claude Code hooks reference - input/output schemas, registration, testing patterns

Orchestrate comprehensive planning phase from ideation to development-ready specifications using 4 specialized agents

The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.

Orchestrate comprehensive planning phase from ideation to development-ready specifications using 3 specialized agents (Full workflow documentation at docs/workflows/planning-workflow.md)

Semantic search for finding code by meaning using natural language queries. Orchestrates semantic-search-reader (search/find-similar/list-projects) and semantic-search-indexer...

Spawn Agentica multi-agent patterns

Meta-skill for creating and managing Claude Code skills

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world...

Create git commits with user approval and no Claude attribution

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than...

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

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

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

AWS Skills for Agents