ark-ai-agent

Mental model thinking frameworks — first principles, inversion, 80/20, second-order effects, and more

Structured research workflows — competitive analysis, deep dives, feasibility studies, landscape surveys

ACE playbook system — session reflection, knowledge accumulation, and playbook curation

Create, audit, and heal Claude Code extensions — skills, commands, subagents, hooks, MCP servers

Project planning and execution — solo plans, team orchestration, Linear integration

Task management with Linear integration — capture, check, and hand off todos

Standalone utilities — Mermaid documentation, expert debugging, Ralph coding loops

Prompt engineering for task delegation — create prompts, run prompts, guided questioning

Domain knowledge bases — iOS, macOS, and n8n expertise for framework-specific planning

Native plan mode workflow with extension awareness and iterative execution