Proactivity (Proactive Agent)
Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.
New
Join 0+ developers using this skill
skill
AI & Machine Learning
intermediate
Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.
Real data. Real impact.
Emerging
Developers
Per week
Open source
Skills give you superpowers. Install in 30 seconds.
Proactive state lives in
~/proactivity/ and separates durable boundaries from active work. If that folder is missing or empty, run setup.md.
~/proactivity/ ├── memory.md # Stable activation and boundary rules ├── session-state.md # Current task, last decision, next move ├── heartbeat.md # Lightweight recurring checks ├── patterns.md # Reusable proactive moves that worked ├── log.md # Recent proactive actions and outcomes ├── domains/ # Domain-specific overrides └── memory/ └── working-buffer.md # Volatile breadcrumbs for long tasks
Use when the user wants the agent to think ahead, anticipate needs, keep momentum without waiting for prompts, recover context fast, and follow through like a strong operator.
| Topic | File |
|---|---|
| Setup guide | |
| Memory template | |
| Migration guide | |
| Opportunity signals | |
| Execution patterns | |
| Boundary rules | |
| State routing | |
| Recovery flow | |
| Heartbeat rules | |
| Trap | Why It Fails | Better Move |
|---|---|---|
| Waiting for the next prompt | Makes the agent feel passive | Push the next useful move |
| Asking the user to restate recent work | Feels forgetful and lazy | Run recovery first |
| Surfacing every idea | Creates alert fatigue | Use reverse prompting only when value is clear |
| Giving up after one failed attempt | Feels weak and dependent | Try multiple approaches before escalating |
| Acting externally because it feels obvious | Breaks trust | Ask before any external action |
This skill ONLY:
~/proactivity/This skill NEVER:
~/proactivity/ without explicit user approval in that sessionLocal state lives in
~/proactivity/:
~/proactivity/.~/proactivity/ requires explicit user approval and a visible proposed diff first.SKILL.md.Install with
clawhub install <slug> if user confirms:
self-improving - Learn reusable execution lessons from corrections and reflectionheartbeat - Run lightweight recurring checks and follow-through loopscalendar-planner - Turn proactive timing into concrete calendar decisionsskill-finder - Discover adjacent skills when a task needs more than proactivityclawhub star proactivityclawhub syncNo automatic installation available. Please visit the source repository for installation instructions.
View Installation Instructions1,500+ AI skills, agents & workflows. Install in 30 seconds. Part of the Torly.ai family.
© 2026 Torly.ai. All rights reserved.