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Install in OpenClaw
/install agent-autonomy-kit-skip
Description
Stop waiting for prompts. Keep working.
README (SKILL.md)
Agent Autonomy Kit
Transform your agent from reactive to proactive.
Quick Start
- Create
tasks/QUEUE.mdwith Ready/In Progress/Blocked/Done sections - Update
HEARTBEAT.mdto pull from queue and do work - Set up cron jobs for overnight work and daily reports
- Watch work happen without prompting
Key Concepts
- Task Queue — Always have work ready
- Proactive Heartbeat — Do work, don't just check
- Continuous Operation — Work until limits hit
See README.md for full documentation.
Usage Guidance
This kit is coherent for turning an agent proactive, but it enables unattended, persistent activity and external communication. Before installing: 1) Audit what files and memory you will allow the agent to read/write (tasks/, memory/). 2) Require explicit credentials and least privilege for any external channels (Discord/Slack tokens, OpenClaw/cron permissions) and do not give channel posting rights to sensitive spaces. 3) Limit heartbeat frequency and token budgets, and add hard-stops/human confirmation for sensitive tasks (e.g., sending data externally, modifying infra, or spawning other agents). 4) Test in an isolated environment first and log all automated actions for review. If you cannot provide or control the necessary platform credentials and clear safety policies, do not enable the cron/continuous-run recommendations.
Capability Analysis
Type: OpenClaw Skill
Name: agent-autonomy-kit-skip
Version: 1.0.0
The skill bundle implements an 'autonomy kit' that instructs the AI agent to operate proactively without human prompts by pulling tasks from a local file (tasks/QUEUE.md) and scheduling its own execution via cron jobs (openclaw cron add). While the stated intent is productivity, this design creates a high-risk persistence mechanism and a potential Remote Code Execution (RCE) vector, as the agent is directed to autonomously execute tasks found in a markdown file without human-in-the-loop verification. These behaviors are documented in SKILL.md, README.md, and templates/HEARTBEAT.md.
Capability Assessment
Purpose & Capability
The name/description (proactive autonomy) align with the SKILL.md and README: reading a task queue, changing heartbeat behavior, scheduling cron jobs and coordinating via team channels is coherent with the stated purpose.
Instruction Scope
Runtime instructions explicitly tell agents to read and update local files (tasks/QUEUE.md, memory/YYYY-MM-DD.md), post to team channels (Discord/Slack), spawn/team agents, and create cron jobs that run unattended. These are powerful operations and the SKILL.md gives broad discretion ("Do meaningful work", "Pick the highest-priority task you can do") without concrete limits on what data can be read, modified, or transmitted.
Install Mechanism
Instruction-only skill (no install spec, no code files). Low install risk because nothing will be downloaded or written by the installer itself. All behavior comes from instructions the agent will follow at runtime.
Credentials
The docs instruct posting to Discord/Slack and using openclaw cron commands, and reference memory and agent configuration; yet the skill declares no required environment variables or credentials. That omission is risky: agent-to-channel posting and cron/session management will require tokens or platform permissions which are not documented here, creating a gap between required runtime access and declared requirements.
Persistence & Privilege
always:false (good). However the skill explicitly recommends creating cron jobs and persistent heartbeats that run autonomously (overnight cron entries, frequent heartbeats and spawn behaviors). Autonomous invocation plus scheduled jobs increases blast radius if agents are granted broad access — this is expected for an autonomy kit but users should treat it as a high-privilege configuration change.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install agent-autonomy-kit-skip - After installation, invoke the skill by name or use
/agent-autonomy-kit-skip - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of agent-autonomy-kit.
- Enables agents to work proactively without waiting for prompts.
- Introduces a task queue system with status tracking.
- Supports automated heartbeat to continuously handle tasks.
- Designed for easy setup with templates for tasks, heartbeats, and automated scheduling.
Metadata
Frequently Asked Questions
What is Agent Autonomy Kit.Skip?
Stop waiting for prompts. Keep working. It is an AI Agent Skill for Claude Code / OpenClaw, with 236 downloads so far.
How do I install Agent Autonomy Kit.Skip?
Run "/install agent-autonomy-kit-skip" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Agent Autonomy Kit.Skip free?
Yes, Agent Autonomy Kit.Skip is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Agent Autonomy Kit.Skip support?
Agent Autonomy Kit.Skip is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Agent Autonomy Kit.Skip?
It is built and maintained by ayakolin (@ayakolin); the current version is v1.0.0.
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