Annual business analysis as a supplement to the annual financial statements.
Use when targeting Annual Computer Security Applications Conference (ACSAC) or deciding whether a computer-science manuscript fits this…
Use when targeting Annual Review of Economics or deciding whether a synthesis / review manuscript fits this venue.
Identify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes…
Automate Anonyflow tasks via Rube MCP (Composio).
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…
Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management.
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