← Back to Skills Marketplace
38789
Downloads
61
Stars
468
Active Installs
1
Versions
Install in OpenClaw
/install proactive-agent-lite
Description
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...
Usage Guidance
Install this only where you want the agent to make more unsolicited suggestions and preserve continuity. Keep normal approval gates for external, sensitive, or state-changing work, and avoid using it in workflows where broad memory-style behavior would be inappropriate.
Capability Analysis
Type: OpenClaw Skill
Name: proactive-agent-lite
Version: 1.0.0
The skill bundle consists solely of metadata (`_meta.json`) and documentation (`SKILL.md`, `README.md`). It describes a 'proactive-agent-lite' skill designed to enhance AI agent behavior. There is no executable code, no suspicious installation commands (only the standard `clawhub install`), and no evidence of prompt injection attempts in `SKILL.md` or `README.md` that would instruct the agent to perform malicious actions like data exfiltration, unauthorized command execution, or persistence.
Capability Assessment
Purpose & Capability
The described capabilities, including proactive suggestions, memory-oriented continuity, reverse prompting, and self-healing patterns, match the stated purpose of making an agent more proactive.
Instruction Scope
The instructions are broad and say behavior begins automatically for any OpenClaw agent; however, the artifact also frames external actions conservatively and contains no instruction to bypass approval, exfiltrate data, or perform state-changing actions without user control.
Install Mechanism
The package contains only README.md and SKILL.md, with empty openclaw install and requires metadata and no executable files or install scripts.
Credentials
No artifact-backed evidence shows filesystem scanning, network calls, credential/session use, package installation, background workers, or access beyond normal prompt-level influence on an agent.
Persistence & Privilege
The documentation advertises long-term memory and learning from interactions, which users should understand before enabling, but no persistence mechanism, privileged state access, or hidden storage behavior is present in the artifacts.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install proactive-agent-lite - After installation, invoke the skill by name or use
/proactive-agent-lite - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Lightweight proactive agent with memory architecture, reverse prompting, and self-healing patterns
Metadata
Frequently Asked Questions
What is Proactive Agent Lite?
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f... It is an AI Agent Skill for Claude Code / OpenClaw, with 38789 downloads so far.
How do I install Proactive Agent Lite?
Run "/install proactive-agent-lite" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Proactive Agent Lite free?
Yes, Proactive Agent Lite is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Proactive Agent Lite support?
Proactive Agent Lite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Proactive Agent Lite?
It is built and maintained by BestRocky (@bestrocky); the current version is v1.0.0.
More Skills