Build Your Own Dev Agent — Lesson 9: Skill Self-Evaluation
Build a meta-skill that audits every other skill in the system — scoring effectiveness, reliability, and efficiency nightly.
10 articles found
Build a meta-skill that audits every other skill in the system — scoring effectiveness, reliability, and efficiency nightly.
Build the self-healing heartbeat and set up remote access to your agent from anywhere.
Build the meeting ingest skill and add failure handling to the entire agent.
Build three monitoring skills using the same pattern: PR reviewer, git reviewer, and standup generator.
Build your first skill (daily planner) and set up the scheduling system. Skills turn your agent from reactive to proactive -- it works on its own, on a schedule.
Give your agent the ability to learn from corrections in real-time. When you correct the agent, it writes the correction to a file immediately -- not at the end of the day, but in the same turn.
Add hooks to your agent for Telegram notifications and safety gates. Hooks give the agent reflexes -- deterministic behavior that fires every time, regardless of context.
Create the agent's brain (CLAUDE.md) and memory (state files). These four files are the foundation everything else builds on.
See the finished agent system before building anything. Understand the autonomy loop, the difference between a chatbot and an agent, and what makes Claude Code suitable for this.
A free 9-lesson course to build a personal developer agent that runs on your machine, monitors your work, makes decisions, and reports to your phone. No frameworks, no cloud — just files and cron jobs.