Use when porting or re-implementing an existing working app in another language or framework — a second platform, a native rewrite, a move…
Ansible collection harley.openwrt assistant.
Use when managing hosts and groups in Ansible inventory for organizing infrastructure and applying configurations across environments.
When to activate: Ansible, playbook, inventory, role, handler, template, vault, task, module, idempotent
Use when writing and organizing Ansible playbooks for automated configuration management and infrastructure orchestration.
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.
Vitest fast unit testing framework powered by Vite with Jest-compatible API.
ALWAYS activate for programming-language work and code-adjacent project work: implementation, refactoring, debugging, code review, tests…
Debug complex Claude API issues including context window overflow,
Choose and implement Claude API architecture patterns for different
Applies official Anthropic brand colors, typography, and visual styling standards to documents, presentations, and design artifacts.
Configure CI/CD pipelines for Anthropic Claude API integrations.
Build Claude tool use (function calling) workflows with the Messages
Implement data privacy, PII handling, and compliance patterns for Claude
Create a minimal working Anthropic Claude Messages API example.
Migrate to Claude API from OpenAI, Gemini, or other LLM providers.
Configure Claude API across dev, staging, and production environments
Optimize Anthropic API latency \u2014 streaming, prompt caching, model\
Implement content safety guardrails for Claude \u2014 input filtering,\n\
Execute production deployment checklist for Claude API integrations.