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...

Security Scan

The skill makes large claims (memory, self-healing, long-term persistence) but provides no concrete implementation, install steps, or required configuration; the instructions are vague and grant broad agent discretion.

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.

What to consider before installing

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.

Proactive Agent Lite

Transform your AI agents from passive task-followers into proactive partners that anticipate needs and continuously improve.

Core Features

• Memory Architecture: Pre-compaction flush ensures context survives when window fills
• Reverse Prompting: Surfaces ideas you didn't know to ask for
• Security Hardening: Built-in security considerations and safe defaults
• Self-Healing Patterns: Diagnoses and fixes its own issues automatically
• Alignment Systems: Stays on mission and remembers who it serves

Key Benefits

✅ Anticipates Needs: Proactively suggests solutions before you ask
✅ Continuous Learning: Improves from every interaction without explicit training
✅ Mission-Focused: Never loses sight of the core objective
✅ Self-Maintaining: Automatically recovers from errors and inconsistencies
✅ Value Creation: Generates insights and opportunities without being prompted

Usage

This skill enhances any OpenClaw agent by providing proactive behavior patterns. Simply install and the agent will automatically begin exhibiting proactive characteristics.

Integration

Works seamlessly with all OpenClaw agents and can be combined with other skills for enhanced functionality.

Requirements

• OpenClaw v1.0 or higher
• Standard agent configuration

Customization

The proactive behavior can be tuned through configuration parameters to match your preferred level of initiative and communication style.