continual-learning

---

name: subagent-driven-development

description: Use when executing implementation plans with independent tasks in the current session

---

name: chief-of-staff

description: Pursue a long-running goal in a single session by co-ordinating subagents.

---

name: setup-matt-pocock-skills

description: Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.

---

name: ask-matt

description: Ask which skill or flow fits your situation. A router over the skills in this repo.

---

name: agent-eval

description: Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents, or when a change to an agent setup needs measured pass rate, cost, and time rather than an impression.

---

name: autonomous-agent-harness

description: Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.