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Install in OpenClaw
/install proactive-agent-lite-1-0-0-1-0-0
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 reads like marketing: it promises advanced persistent behaviors but provides no code, installs, or configuration details explaining how those behaviors are realized. Before installing: (1) prefer skills that declare how they implement persistence and what storage or permissions they need; (2) verify the maintainer and source (homepage absent and ownerId mismatch in metadata is a red flag); (3) test in a restricted/sandbox agent with no access to secrets or sensitive systems; (4) monitor logs and agent actions closely and start with conservative settings; (5) if you need persistent memory or self-healing, ask the maintainer for concrete implementation details (where data is stored, retention, privacy guarantees, and what external calls the skill will make). If the skill cannot explain those, treat it as untrusted for production use.
Capability Analysis
Type: OpenClaw Skill
Name: proactive-agent-lite-1-0-0-1-0-0
Version: 1.0.0
The skill bundle contains only metadata and descriptive documentation (SKILL.md, README.md) intended to guide an AI agent's behavioral persona toward being 'proactive.' There is no executable code, no installation scripts, no external dependencies, and no instructions that direct the agent to perform unauthorized actions, exfiltrate data, or bypass security boundaries.
Capability Assessment
Purpose & Capability
The description promises substantive capabilities (pre-compaction flush, long-term memory, self-healing, alignment systems) but the skill is instruction-only with no install steps, no declared storage or config, and no environment variables. There is no explanation for how persistent memory or automatic self-repair are implemented. Additionally, the registry ownerId differs from the _meta.json ownerId, which is an integrity inconsistency.
Instruction Scope
SKILL.md is high-level and vague: it tells the agent to 'automatically begin exhibiting proactive characteristics' without constraints or concrete rules. That grants wide operational discretion (what external calls to make, when to act, what data to store/transmit) but provides no safe-guarding instructions or limits. The instructions do not reference any paths, env vars, or APIs, so behavior is underspecified.
Install Mechanism
No install spec and no code files are present, so nothing will be written to disk or downloaded by the skill itself. This lowers immediate install-time risk.
Credentials
The skill requests no environment variables, credentials, or config paths (appropriate given no concrete implementation). However, the claimed features (long-term memory, self-healing) would typically require storage or external services; the absence of declared requirements is notable and makes the capability claims disproportionate to what is specified.
Persistence & Privilege
always:false and no special system config modifications are declared. The skill is user-invocable and can be invoked autonomously by agents by default (platform default) — that is expected but worth monitoring alongside the vagueness noted above.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install proactive-agent-lite-1-0-0-1-0-0 - After installation, invoke the skill by name or use
/proactive-agent-lite-1-0-0-1-0-0 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Proactive Agent Lite, providing core proactive capabilities for AI agents.
- Adds memory architecture for context retention and pre-compaction flush.
- Includes reverse prompting to surface new ideas automatically.
- Implements self-healing patterns for autonomous error diagnosis and recovery.
- Features built-in security hardening and alignment systems for safe, mission-focused operation.
- Seamless integration with all OpenClaw agents; requires OpenClaw v1.0 or higher.
Metadata
Frequently Asked Questions
What is 主动代理 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 115 downloads so far.
How do I install 主动代理 Lite?
Run "/install proactive-agent-lite-1-0-0-1-0-0" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 主动代理 Lite free?
Yes, 主动代理 Lite is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 主动代理 Lite support?
主动代理 Lite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 主动代理 Lite?
It is built and maintained by jeayoo (@jeayoo); the current version is v1.0.0.
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