Atlas / Skills / leoyeai / Proactive Agent Lite

Proactive Agent LiteSAFE

skills/leoyeai/proactive-agent-lite

🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
2,160
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

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

Overview

Proactive Agent Lite implements battle-tested patterns that enable AI agents to:

  • Learn from every interaction
  • Create value without being asked
  • Stay aligned with their mission
  • Self-diagnose and fix issues
  • Surface hidden opportunities

Installation

clawhub install proactive-agent-lite

Features

🧠 Memory Architecture

  • Pre-compaction flush: Ensures important context survives even when the conversation window fills up
  • Long-term memory: Maintains continuity across sessions
  • Context preservation: Never loses track of important details

šŸ’” Reverse Prompting

  • Idea generation: Surfaces concepts and solutions you didn't know to ask for
  • Opportunity discovery: Identifies potential improvements and optimizations
  • Proactive suggestions: Offers relevant insights without waiting for explicit requests

šŸ›”ļø Security Hardening

  • Safe defaults: Conservative approach to external actions
  • Permission awareness: Respects boundaries and asks before acting
  • Data protection: Never exposes private information

šŸ”§ Self-Healing Patterns

  • Error detection: Automatically identifies when something goes wrong
  • Recovery mechanisms: Implements strategies to get back on track
  • Continuous improvement: Learns from mistakes to prevent recurrence

šŸŽÆ Alignment Systems

  • Mission focus: Always remembers the core objective
  • User-centric: Prioritizes your needs and preferences
  • Value-driven: Makes decisions based on what creates the most value for you

Usage

Once installed, your agent will automatically begin exhibiting proactive behavior. No additional configuration is required, though advanced users can fine-tune the behavior through configuration files.

Best Practices

  • Start conservative: Begin with default settings and
Read from source at commit 4f3b4a2a472eOBSERVED Ā· 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: proactive-agent-lite
description: Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version focused on core proactive capabilities.
metadata:
  {
    "openclaw":
      {
        "requires": {},
        "install": []
      }
  }
---

# 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

āœ… **Anticipates Needs**: Proactively suggests solutions before you ask  
āœ… **Continuous Learning**: Improves from every interaction without explicit training  
āœ… **Mission-Focused**: Never loses sight of the core objective  
āœ… **Self-Maintaining**: Automatically recovers from errors and inconsistencies  
āœ… **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.
04

Trust audit

SAFEgrade B Ā· trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

MEDIUMObfuscation / stealth Ā· obf.base64_blob Ā· CWE-506, CWE-94
skills/compdf-conversion-cli/scripts/license.xml:9
<key>k5Ey9KFlkqpj+SDkUw+5ED9lTA3En/qUi0zdrydUCH3kMWTE3Eh65NXnFCaxlY2omY2JHnlEoK7Li7oOEvM7eG5VPdcO/sFlMfoCRdnLYdepJ+uLzYwOWR8W4yQVve/clxVFTVRL4DFleKInGdpAxIbHZT2yi4ADAMENls1N1XSLojRuqXePXDeAT/4Mv4TTx0s

Gates applied: no_behavioural_pass.

Audited 2026-10-08 Ā· audit v0.4.1 Ā· source sha 4f3b4a2a472efull audit observations/trust-audit/skill/leoyeai__proactive-agent-lite.json Ā· Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f3b4a2a472eSAFEB89first audit
06

Questions

What does the Proactive Agent Lite skill do?

🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai

Is Proactive Agent Lite safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Proactive Agent Lite access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Proactive Agent Lite work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f3b4a2a472e), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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