Agent skills for VS Code

Use when writing and organizing Ansible playbooks for automated configuration management and infrastructure orchestration.

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.

Choose and implement Claude API architecture patterns for different

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.

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.

Configure Claude API across dev, staging, and production environments

Execute production deployment checklist for Claude API integrations.

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.