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Install in OpenClaw
/install thinking-knowledge-system
Description
融合拆分、归纳、联系、提炼四层思考法与结构化知识库管理，实现认知能力提升和系统化知识沉淀回写。
Usage Guidance
简明建议：
1) 这是纯说明性技能，功能与描述一致，但会读写本地工作目录（workdir/raw, workdir/wiki 等）。确保让它访问的目录是您允许的专用工作区，避免包含敏感数据。
2) 在首次运行前，用非敏感示例资料测试其回写行为，确认文件/格式符合预期。
3) 如果您允许代理自主执行（平台默认），请配置文件系统权限或审计日志以限制或记录写操作；否则仅在交互式会话中使用。
4) 保持“人工核查”步骤：在将自动生成的 wiki 内容视为权威前，人工验证来源与准确性。
5) 若希望更清晰的安全边界，请要求技能元数据声明它将使用的工作路径（当前 SKILL.md 提到 workdir，但 manifest 未列出任何配置路径）。
Capability Analysis
Type: OpenClaw Skill
Name: thinking-knowledge-system
Version: 1.0.0
The skill bundle defines a structured 'Thinking & Knowledge Base System' for an AI agent to organize information using a four-layer cognitive model. It provides instructions for managing files within a local 'workdir' (e.g., raw data, wiki pages, and logs) and includes a 'write-back' mechanism to save synthesized knowledge. No malicious code, data exfiltration, or harmful prompt injection attempts were found; the behavior is entirely consistent with its stated purpose of knowledge management.
Capability Assessment
Purpose & Capability
技能名称与描述（思考方法 + 知识库闭环）与 SKILL.md 中的操作一致：建立 workdir、读取 raw/、生成 wiki/ 页面、更新 index.md 和 log.md、并执行回写。没有请求无关的凭据或二进制，功能需求与声明相符。
Instruction Scope
SKILL.md 明确指示创建/读取/写入 workdir 下的 raw/、wiki/、AGENTS.md 等文件，并在每次给出综合回答后回写 wiki/。这在功能上合理且有“人工核查”步骤，但意味着代理需要文件系统写入权限，且会在本地持久化内容。用户应注意不要让技能自动回写包含敏感信息的原始资料或答案，且确认运行环境的沙箱/权限策略。
Install Mechanism
无安装规范、无代码文件；这是一个纯说明性（instruction-only）技能，因此不会在安装阶段下载或执行外部二进制。风险较低。
Credentials
manifest 未请求任何环境变量、凭据或配置路径。SKILL.md 也没有要求访问外部服务凭据。唯一需要的资源是对工作目录的读写访问，这与知识库功能相称。
Persistence & Privilege
技能不会强制总是启用（always:false），但指示将知识回写到本地文件夹并维护日志，这会在运行环境中产生持续存储。默认允许模型自主调用（平台默认），因此在允许代理自动运行的环境中，技能可能在无需每次人工确认的情况下创建/更新文件。建议在启用自动执行前确认权限和审计流程。
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install thinking-knowledge-system - After installation, invoke the skill by name or use
/thinking-knowledge-system - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
thinking-knowledge-system 1.0.0
- Initial release embedding "思考四层次" thinking framework with a structured personal knowledge base workflow.
- Guides users through splitting, synthesizing, connecting, and distilling ideas, while systematically organizing knowledge using a raw/wiki/AGENTS.md folder structure.
- Establishes explicit page types, update/feedback cycles, and rules for knowledge consolidation, automation, and review.
- Includes usage examples, template files, and common pitfalls to encourage best practices in cognitive augmentation and knowledge management.
Metadata
Frequently Asked Questions
What is 思考×知识库闭环系统?
融合拆分、归纳、联系、提炼四层思考法与结构化知识库管理，实现认知能力提升和系统化知识沉淀回写。 It is an AI Agent Skill for Claude Code / OpenClaw, with 87 downloads so far.
How do I install 思考×知识库闭环系统?
Run "/install thinking-knowledge-system" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 思考×知识库闭环系统 free?
Yes, 思考×知识库闭环系统 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 思考×知识库闭环系统 support?
思考×知识库闭环系统 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 思考×知识库闭环系统?
It is built and maintained by SMS (@smseow001); the current version is v1.0.0.
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