proactive-agent
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Includes memory architecture with pre-compaction flush (so context survives when the window fills), reverse prompting (surfaces ideas you didn't know to ask for), security hardening, self-healing patterns (diagnoses and fixes its own issues), and alignment systems (stays on mission, remembers who it serves). Battle-tested patterns for agents that learn from every interaction and create value without being asked.
npx skills add majiayu000/claude-skill-registry --skill proactive-agent-1-2-4-1-0-0 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Proactive Agent **A proactive, self-improving architecture for your AI agent.** Most agents just wait. This one anticipates your needs — and gets better at it over time. **Proactive — creates value without being asked** ✅ **Anticipates your needs** — Asks "what would help my human?" instead of waiting to be told ✅ **Reverse prompting** — Surfaces ideas you didn't know to ask for, and waits for your approval ✅ **Proactive check-ins** — Monitors what matters and reaches out when something needs attention **Self-improving — gets better at serving you** ✅ **Memory that sticks** — Saves context before compaction, compounds knowledge over time ✅ **Self-healing** — Fixes its own issues so it can focus on yours ✅ **Security hardening** — Stays aligned to your goals, not hijacked by bad inputs **The result:** An agent that anticipates your needs — and gets better at it every day. --- ## Contents 1. [Quick Start](#quick-start) 2. [Onboarding](#onboarding) 3. [Core Philosophy](#core-philosophy) 4. [Architecture Overview](#architecture-overview) 5. [The Five Pillars](#the-five-pillars) 6. [Heartbeat System](#heartbeat-system) 7. [Reverse Prompting](#reverse-prompting) ← New! 8. [Growth Loops
- Contents
- Quick Start
- Onboarding
- Core Philosophy
- Architecture Overview
- The Five Pillars
- 1. Memory Architecture
- 2. Security Hardening
- 3. Self-Healing
- 4. Alignment Systems
- 5. Proactive Surprise
- Heartbeat System
- Reverse Prompting
- Curiosity Loops
What does the proactive-agent skill do?
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Includes memory architecture with pre-compaction flush (so context survives when the window fills), reverse prompting (surfaces ideas you didn't know to ask for), security hardening, self-healing patterns (diagnoses and fixes its own issues), and alignment systems (stays on mission, remembers who it serves). Battle-tested patterns for agents that learn from every interaction and create value without being asked.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill proactive-agent-1-2-4-1-0-0 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.