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Install in OpenClaw
/install skylv-continuous-learning
Description
Agent持续学习助手。设计增量训练、反馈学习、自我优化。使用场景：(1) 增量训练方案，(2) 反馈收集机制，(3) 模型更新策略，(4) 效果持续监控。
Usage Guidance
This skill is a safe, instruction-only helper that provides high-level prompts and design ideas for continuous learning; it contains no code and asks for no secrets. Before using any concrete recommendations from it in production, ensure you: (1) do not enable automatic autonomous retraining without human review, (2) validate and sanitize feedback data to avoid poisoning, (3) follow privacy and data governance rules if you collect user data, and (4) test model updates in isolated environments. Because the skill is only prose, there is no installation risk, but any actions you take based on its advice (uploading data, granting credentials to retrain models, or calling external services) should be reviewed and controlled.
Capability Assessment
Purpose & Capability
Name/description (continuous/incremental training, feedback collection, model updates, monitoring) align with the SKILL.md content. The skill does not request unrelated resources or credentials.
Instruction Scope
SKILL.md is high-level guidance and example user prompts only; it does not instruct the agent to read files, call external endpoints, access environment variables, or perform actions outside the stated scope.
Install Mechanism
No install spec and no code files — nothing is written to disk and no external packages are fetched.
Credentials
No environment variables, credentials, or config paths are requested; requested access is proportional to the stated purpose.
Persistence & Privilege
always:false and default model-invocation allowed; the skill does not request permanent presence or modify other skills or system settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skylv-continuous-learning - After installation, invoke the skill by name or use
/skylv-continuous-learning - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Auto-publish
Metadata
Frequently Asked Questions
What is Continuous Learning?
Agent持续学习助手。设计增量训练、反馈学习、自我优化。使用场景：(1) 增量训练方案，(2) 反馈收集机制，(3) 模型更新策略，(4) 效果持续监控。 It is an AI Agent Skill for Claude Code / OpenClaw, with 163 downloads so far.
How do I install Continuous Learning?
Run "/install skylv-continuous-learning" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Continuous Learning free?
Yes, Continuous Learning is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Continuous Learning support?
Continuous Learning is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Continuous Learning?
It is built and maintained by SKY-lv (@sky-lv); the current version is v1.0.0.
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