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在 OpenClaw 中安装
/install skylv-continuous-learning
功能描述
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。
安全使用建议
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install skylv-continuous-learning - 安装完成后，直接呼叫该 Skill 的名称或使用
/skylv-continuous-learning触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Auto-publish
元数据
常见问题
Continuous Learning 是什么？
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。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 163 次。
如何安装 Continuous Learning？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install skylv-continuous-learning」即可一键安装，无需额外配置。
Continuous Learning 是免费的吗？
是的，Continuous Learning 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Continuous Learning 支持哪些平台？
Continuous Learning 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Continuous Learning？
由 SKY-lv（@sky-lv）开发并维护，当前版本 v1.0.0。
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