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Proactive Agent Lite 1.0.0
by
TerryRen2024
· GitHub ↗
· v1.0.0
· MIT-0
544
Downloads
0
Stars
22
Active Installs
1
Versions
Install in OpenClaw
/install proactive-agent-lite-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 appears to be what it claims on the surface, but its runtime instructions are intentionally vague and allow the agent wide latitude to act ("self-healing", "continuous learning", "automatically begins exhibiting proactive behavior"). Before installing: 1) Ask the maintainer to provide concrete details of what the skill will read, store, or change (which files, logs, or external endpoints, and what triggers automatic actions). 2) Limit the agent's permissions and sensitive-data access (use least-privilege policies or sandboxed agents). 3) Test in a safe environment and monitor activity/logs for unexpected data access or outbound requests. 4) Prefer skills that declare exactly which env vars, files, or endpoints they use; if that information isn't available, treat autonomous behavior as higher risk and avoid enabling it in production.
Capability Analysis
Type: OpenClaw Skill
Name: proactive-agent-lite-1-0-0
Version: 1.0.0
The skill bundle consists entirely of Markdown documentation (SKILL.md and README.md) and metadata, containing no executable code, installation scripts, or external dependencies. The instructions are limited to defining a proactive persona for the AI agent (e.g., 'self-healing patterns' and 'reverse prompting') and do not include any commands for data exfiltration, unauthorized system access, or prompt-injection attacks designed to bypass security controls.
Capability Assessment
Purpose & Capability
Name, description, README and SKILL.md are coherent: a proactive-behavior instruction-only skill reasonably requires no binaries, env vars, or install steps. Nothing requested contradicts the stated purpose.
Instruction Scope
SKILL.md is purely conceptual and contains no concrete runtime commands, file paths, or declared data sources. However it repeatedly promises autonomous behaviors (memory compaction/flush, continuous learning, self-diagnosis and automatic fixes) and states the agent will "automatically begin exhibiting proactive behavior" after install. That language is vague and grants broad discretion to the agent; it effectively authorizes unspecified data collection, state changes, or actions unless additional constraints exist elsewhere.
Install Mechanism
Instruction-only skill with no install spec and no code files. No files are downloaded or written by an installer, so there is no install-time code-execution risk in the package itself.
Credentials
No required environment variables, binaries, or config paths are declared. The skill does not request credentials or additional access in its metadata.
Persistence & Privilege
always:false (normal) and model invocation is enabled (default). Autonomous invocation combined with the SKILL.md's broad, underspecified authority increases potential blast radius if the agent is allowed to act without explicit approvals. The package itself does not request persistent installs or write other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install proactive-agent-lite-1-0-0 - After installation, invoke the skill by name or use
/proactive-agent-lite-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 – adds proactive core capabilities to AI agents.
- Introduces memory architecture with pre-compaction flush to retain context.
- Implements reverse prompting for surfacing unrequested ideas.
- Adds self-healing patterns for automatic diagnosis and recovery.
- Includes security hardening with safe defaults.
- Provides alignment systems to ensure mission focus and user-centric behavior.
- Seamlessly integrates with OpenClaw agents, no additional configuration required.
Metadata
Frequently Asked Questions
What is Proactive Agent Lite 1.0.0?
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 544 downloads so far.
How do I install Proactive Agent Lite 1.0.0?
Run "/install proactive-agent-lite-1-0-0" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Proactive Agent Lite 1.0.0 free?
Yes, Proactive Agent Lite 1.0.0 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Proactive Agent Lite 1.0.0 support?
Proactive Agent Lite 1.0.0 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Proactive Agent Lite 1.0.0?
It is built and maintained by TerryRen2024 (@terryren2024); the current version is v1.0.0.
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