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Install in OpenClaw
/install self-driven
Description
Enables AI to autonomously select, execute, evaluate, and record tasks in a closed loop without human prompts, prioritizing efficiency and continuous improve...
Usage Guidance
This skill is internally consistent: it tells the agent to read and write two local files and to run periodically. Before installing, decide whether you want the agent to run autonomously on a schedule; verify the agent platform will not create system cron jobs without explicit permission; inspect or sandbox the memory/self-driven/ folder for sensitive data (avoid placing secrets there); and review any reports/logs the skill produces so you can stop or adjust its behavior if it starts doing things you don't expect.
Capability Analysis
Type: OpenClaw Skill
Name: self-driven
Version: 0.1.0
The skill bundle defines a framework for an autonomous AI agent loop ('Self-Driven AI') through Markdown-based instructions in SKILL.md and README.md. It establishes a workflow for the agent to independently read a task list, execute tasks, and log progress every 30 minutes via a scheduled trigger. There is no evidence of malicious code, data exfiltration, or unauthorized system access; the instructions for 'self-optimization' and autonomous task selection are consistent with the stated purpose of creating a self-driven agent within the OpenClaw environment.
Capability Assessment
Purpose & Capability
Name/description promise an autonomous self-driven loop; SKILL.md only requires reading/writing local memory files (memory/self-driven/tasks.md and log.md) and periodic triggering. There are no unrelated environment variables, binaries, or external services required, so the requested capabilities are proportional to the purpose.
Instruction Scope
Instructions are explicit about reading memory files, selecting and executing small tasks, evaluating results, and appending structured entries to log.md. The only scope-related note is that the skill advocates periodic autonomous triggering (cron every 30 minutes) — that increases activity frequency but is consistent with the stated goal. The instructions do not reference system-wide config, secrets, or external endpoints.
Install Mechanism
No install spec and no code files — instruction-only. This minimizes on-disk footprint and risk from third-party installs.
Credentials
The skill declares no required environment variables, credentials, or config paths and the runtime instructions do not attempt to access any other env vars or credentials. Requested access is limited to the local memory/* files described in the SKILL.md.
Persistence & Privilege
always:false (default) and disable-model-invocation:false (default). While autonomous invocation is the platform default and expected for this skill, the SKILL.md explicitly encourages scheduled, repeated execution (cron). That behavior is coherent with the purpose but increases operational persistence—confirm that scheduling is performed only with user consent and that the agent's ability to write to memory/ is acceptable.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-driven - After installation, invoke the skill by name or use
/self-driven - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of Self-Driven AI skill.
- Enables AI to autonomously select, execute, evaluate, and record tasks without waiting for user commands.
- Establishes a 5-step loop: read memory, pick task, execute, self-assess, record/report.
- Uses a task pool and execution log for complete traceability.
- Prioritizes tasks based on context and current progress.
- Automates regular execution via 30-minute cron triggers.
- Designed for continuous self-improvement and minimal human intervention.
Metadata
Frequently Asked Questions
What is Self Driven?
Enables AI to autonomously select, execute, evaluate, and record tasks in a closed loop without human prompts, prioritizing efficiency and continuous improve... It is an AI Agent Skill for Claude Code / OpenClaw, with 352 downloads so far.
How do I install Self Driven?
Run "/install self-driven" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Driven free?
Yes, Self Driven is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Self Driven support?
Self Driven is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Driven?
It is built and maintained by Anonymous (@adminlove520); the current version is v0.1.0.
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