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Install in OpenClaw
/install openclaw-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
This skill is an instruction-only add-on that makes high-level claims but provides no code or resource requests — that makes it internally consistent but also vague. Before installing: (1) be prepared to monitor agent actions after enabling the skill (start with low-privilege agents or sandboxed usage), (2) do not grant any credentials or external integrations unless you understand exactly why they're needed, and (3) if you want stronger assurance, request the skill's implementation details or an install script so you can review any network activity or file/system access it would perform. If the agent begins making unexpected external calls or asking for credentials, disable the skill and investigate.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-proactive-agent-lite
Version: 1.0.0
The skill bundle contains only descriptive documentation and high-level behavioral instructions (SKILL.md and README.md) intended to make an AI agent more proactive. There is no executable code, no external dependencies, and no evidence of malicious prompt injection or data exfiltration attempts.
Capability Assessment
Purpose & Capability
The name and description (proactive behavior, memory, reverse prompting, self-healing) match the provided README and SKILL.md content. There are no unexpected required binaries, env vars, or config paths that would be unrelated to a behavior/architecture-level skill.
Instruction Scope
SKILL.md and README are prose only: they contain high-level patterns and claims but no runtime commands, file reads, or external endpoints. The instructions are intentionally vague ('Simply install and the agent will automatically begin exhibiting proactive characteristics'), which gives broad behavioral discretion to the agent but does not itself perform or request sensitive actions.
Install Mechanism
No install spec or code files are present (instruction-only). The README shows a 'clawhub install' example but there are no downloads, archives, or third-party package installs to evaluate.
Credentials
The skill declares no required environment variables, credentials, or config paths. There are no requests for unrelated secrets or system access in the provided documents.
Persistence & Privilege
Skill flags are default (always: false, user-invocable: true, model invocation allowed). Autonomous invocation is permitted by platform default; combined with the skill's vague operational description this means you should monitor its behavior after enabling it, but there are no additional privilege requests or 'always: true' present.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-proactive-agent-lite - After installation, invoke the skill by name or use
/openclaw-proactive-agent-lite - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Proactive Agent Lite—adds proactive capabilities to OpenClaw agents.
- Introduces memory architecture with pre-compaction flush for better context retention.
- Implements reverse prompting to suggest unasked ideas.
- Adds self-healing patterns for automatic diagnosis and issue resolution.
- Includes security hardening with safe defaults.
- Integrates alignment systems to keep agents mission-focused.
- Lightweight and compatible with all OpenClaw agents.
Metadata
Frequently Asked Questions
What is Openclaw 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 435 downloads so far.
How do I install Openclaw Proactive Agent Lite?
Run "/install openclaw-proactive-agent-lite" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Openclaw Proactive Agent Lite free?
Yes, Openclaw Proactive Agent Lite is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Openclaw Proactive Agent Lite support?
Openclaw Proactive Agent Lite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Openclaw Proactive Agent Lite?
It is built and maintained by jpzhengcn (@jpzhengcn); the current version is v1.0.0.
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