Proactive Agent LiteSAFE
š§ Curated collection of 1209+ best OpenClaw skills ā weekly updated by MyClaw.ai
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
š§ 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
š” 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
š”ļø Security Hardening
- Safe defaults: Conservative approach to external actions
- Permission awareness: Respects boundaries and asks before acting
- Data protection: Never exposes private information
š§ 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
šÆ 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
4f3b4a2a472eOBSERVED Ā· 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit ā 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
ā
**Anticipates Needs**: Proactively suggests solutions before you ask
ā
**Continuous Learning**: Improves from every interaction without explicit training
ā
**Mission-Focused**: Never loses sight of the core objective
ā
**Self-Maintaining**: Automatically recovers from errors and inconsistencies
ā
**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.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.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | WARN |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (1)
<key>k5Ey9KFlkqpj+SDkUw+5ED9lTA3En/qUi0zdrydUCH3kMWTE3Eh65NXnFCaxlY2omY2JHnlEoK7Li7oOEvM7eG5VPdcO/sFlMfoCRdnLYdepJ+uLzYwOWR8W4yQVve/clxVFTVRL4DFleKInGdpAxIbHZT2yi4ADAMENls1N1XSLojRuqXePXDeAT/4Mv4TTx0s
Gates applied: no_behavioural_pass.
4f3b4a2a472efull audit observations/trust-audit/skill/leoyeai__proactive-agent-lite.json Ā· Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 4f3b4a2a472e | SAFE | B | 89 | first audit |
Questions
What does the Proactive Agent Lite skill do?
š§ Curated collection of 1209+ best OpenClaw skills ā 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 ā this is the first audit.