Use when structuring and reusing code with Ansible roles for modular, maintainable automation and configuration management.
Answer a caller (not ACE's owner or an admin) in a canopy-confined session.
USE FOR AI-grounded answers via OpenAI-compatible /chat/completions.
Structured, enterprise-focused design system emphasizing clarity, consistency, and efficiency for data-dense web applications.
Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management.
Redirect to claude-model-inference for Messages API streaming,
Build Claude streaming and Message Batches API workflows.
Redirect to claude-embeddings-search for tool use (function calling)
Optimize Anthropic Claude API costs with model routing, prompt caching,
Collect Anthropic Claude API debug evidence for support and troubleshooting.
Deploy Claude API integrations to production cloud environments.
Manage Anthropic workspaces, API keys, team access, and spending limits
Implement event-driven patterns with Claude API: streaming SSE events,
Execute incident response procedures for Claude API outages and degradation.
Install and configure the Anthropic SDK for Claude API access.
Common mistakes when building with the Anthropic API and how to avoid
Implement load testing, auto-scaling, and capacity planning for Claude
Use Anthropic Message Batches for async bulk processing and event handling.
Implement Claude API reference architectures for common use cases.
Implement tool use (function calling) with Claude to let it execute
Upgrade Anthropic SDK versions and migrate between Claude API versions.