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lean-zhouchao

Agent Autonomy Kit Zc

by lean-zhouchao · GitHub ↗ · v1.0.4 · MIT-0
cross-platform ⚠ suspicious
312
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0
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2
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5
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Install in OpenClaw
/install agent-autonomy-kit-zc
Description
Stop waiting for prompts. Keep working.
README (SKILL.md)

Agent Autonomy Kit

Transform your agent from reactive to proactive.

Quick Start

  1. Create tasks/QUEUE.md with Ready/In Progress/Blocked/Done sections
  2. Update HEARTBEAT.md to pull from queue and do work
  3. Set up cron jobs for overnight work and daily reports
  4. 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 with its goal (make agents proactive) but it purposely enables persistent autonomous activity. Before installing or using it: 1) Audit what channels (Discord/Slack) your agent can post to and avoid giving access to sensitive channels; 2) Require explicit human approval or strict token/budget limits before creating cron jobs that run without prompts; 3) Test in an isolated session first (use an isolated agent account and non-sensitive task queue); 4) Monitor token usage and set hard stop conditions (sleep/handoff) to prevent runaway costs; 5) Review and sanitize what the agent writes to memory/task files to avoid leaking secrets. If you can, require an explicit capability grant step before enabling scheduled crons or posting to external services — that would materially reduce the risk and could move this assessment toward benign.
Capability Analysis
Type: OpenClaw Skill Name: agent-autonomy-kit-zc Version: 1.0.4 The Agent Autonomy Kit is a productivity framework designed to transition OpenClaw agents from reactive to proactive states using a task queue and scheduled heartbeat routines. The bundle consists of markdown templates (QUEUE.md, HEARTBEAT.md) and instructions for setting up OpenClaw cron jobs to automate background tasks. No evidence of data exfiltration, unauthorized execution, or malicious prompt injection was found; the logic is entirely consistent with the stated goal of maximizing agent utility through self-directed task management.
Capability Assessment
Purpose & Capability
Name/description (proactive autonomy) align with the SKILL.md and README: the files consistently describe task queues, heartbeats, and continuous operation. Nothing requested (no envs/binaries) contradicts the stated purpose.
Instruction Scope
Runtime instructions tell the agent to read/write local task and memory files, post to team channels (Discord/Slack), and create cron jobs that run without human prompts. That is within the stated purpose but is broad and open-ended ('do meaningful work') and gives the agent discretion to access and transmit task/memory contents to external channels — a possible data-exfiltration or overreach vector without explicit limits or approval steps.
Install Mechanism
Instruction-only skill with no install spec and no code files. No downloads or package installs are requested, minimizing supply-chain risk.
Credentials
The skill declares no required env vars or credentials, but the instructions assume existing channel/config credentials (Discord/Slack, openclaw cron access). The lack of explicit credential requirements is coherent but may be surprising: the agent will use whatever channel/session permissions already exist and could post sensitive data if those channels are configured.
Persistence & Privilege
always:false (good), but the README explicitly provides openclaw cron commands and config snippets that schedule autonomous runs. Installing these cron jobs grants the agent persistent autonomous execution and ongoing token consumption — a high-impact capability that should be controlled and audited.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install agent-autonomy-kit-zc
  3. After installation, invoke the skill by name or use /agent-autonomy-kit-zc
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.4
Daily auto-sync - renamed to avoid slug conflicts
v1.0.3
- Updated metadata in _meta.json; no functional or documentation changes to the skill itself. - Version bump to 1.0.3.
v1.0.2
- Updated metadata in _meta.json; no functional or documentation changes. - File contents remain unchanged.
v1.0.1
- Metadata file updated; no user-facing changes. - No updates to documentation, features, or functionality.
v1.0.0
Initial release of Agent Autonomy Kit. - Enables autonomous agent operation without waiting for prompts. - Introduces a structured task queue (tasks/QUEUE.md) for managing workflow. - Implements a proactive heartbeat mechanism to continuously pull tasks and perform work. - Supports scheduling via cron jobs for overnight processing and daily reporting. - Designed to maximize productivity with continuous, self-driven task execution.
Metadata
Slug agent-autonomy-kit-zc
Version 1.0.4
License MIT-0
All-time Installs 2
Active Installs 2
Total Versions 5
Frequently Asked Questions

What is Agent Autonomy Kit Zc?

Stop waiting for prompts. Keep working. It is an AI Agent Skill for Claude Code / OpenClaw, with 312 downloads so far.

How do I install Agent Autonomy Kit Zc?

Run "/install agent-autonomy-kit-zc" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Agent Autonomy Kit Zc free?

Yes, Agent Autonomy Kit Zc is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Agent Autonomy Kit Zc support?

Agent Autonomy Kit Zc is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Agent Autonomy Kit Zc?

It is built and maintained by lean-zhouchao (@lean-zhouchao); the current version is v1.0.4.

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