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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
Before installing, understand that this skill may encourage more unsolicited suggestions and continuity-oriented behavior. Keep approval requirements in place for external, state-changing, or sensitive actions, and review any memory-related configuration if the host agent provides one.
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
Credentials
No commands, network access, local file indexing, credential use, or external services are requested by the artifact.
Install Mechanism
The OpenClaw metadata declares no required integrations and an empty install list; the package contains markdown documentation only.
Instruction Scope
The skill says agents will automatically become proactive after installation, which is disclosed but not tightly scoped with triggers, limits, or approval gates.
Persistence & Privilege
The README describes long-term memory and context preservation, but the artifact provides no persistence implementation, privileged setup, service, hook, or scheduled task.
Purpose & Capability
The stated purpose and content align around proactive suggestions, memory continuity, and self-healing behavior, but those capabilities are described broadly rather than as concrete bounded mechanisms.
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 41694 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.
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