📦 Private Knowledge Base — 私域知识库
v1.0.0将 PDF 与论文一键入库，秒级语义搜索、跨文档问答，自动提炼概念，打造专属知识大脑。
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by 下载技能包
最后更新
2026/3/21
安全扫描
OpenClaw
安全
high confidenceThe skill's files and runtime instructions are coherent with a local personal knowledge-base: the scripts operate on user-supplied PDFs, store extracted text and metadata under a configurable KB_ROOT, and use local tools (pdftotext / pypdf); there is no hidden network exfiltration in the provided scripts, but metadata includes absolute source paths and the README suggests calling a local model (ollama).
评估建议
This skill appears to do what it says and works only on local files, but consider the following before installing or running it:
- KB metadata stores the absolute source path in index JSON — if you later upload the KB or share it, that may reveal filesystem layout or sensitive directory names. Consider setting KB_ROOT to a dedicated directory and reviewing index JSON files before sharing.
- The scripts will read any file you pass to them; only give them PDFs you trust. They write extracted text ...详细分析 ▾
✓ 用途与能力
Name/description match the included scripts and schema: ingestion, text extraction, simple search, and summarization workflows are implemented by the shell scripts and index schema. No unrelated credentials, binaries, or services are requested.
ℹ 指令范围
Scripts only read user-supplied PDF files and write extracted text, embeddings folder, and index JSON under KB_ROOT (default ~/kb). Two noteworthy items: (1) metadata stores the full source path in index JSON (may reveal filesystem layout or sensitive path names), and (2) summarize.sh prints a suggested command using 'ollama run qwen3.5' — that is an external model invocation the README suggests but is not enforced by the scripts. Otherwise instructions are scoped to the stated purpose.
✓ 安装机制
No install spec — instruction-only with local shell scripts. Scripts rely on common local tools (pdftotext, python3, pypdf) but do not download or execute remote code. This is low-risk relative to other install types.
✓ 凭证需求
No required environment variables or credentials are declared. An optional KB_ROOT env var is used to choose storage location, which is proportionate. No other secrets or unrelated env vars are requested.
✓ 持久化与权限
always:false and user-invocable default. The skill does not request permanent system-wide presence, does not modify other skills' config, and only writes files under the configured KB_ROOT.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/3/21
- Initial release of personal knowledge base for PDFs, papers, and documents - Supports ingestion of single PDFs or entire folders into the knowledge base - Enables fast semantic search and cross-document Q&A over stored documents - Provides tools for summarizing concepts across multiple documents and linking related content - Includes scripts for document ingestion, search, and summarization - Offers configuration options for KB storage location
● 可疑
安装命令
点击复制官方npx clawhub@latest install private-knowledge-base
镜像加速npx clawhub@latest install private-knowledge-base --registry https://cn.longxiaskill.com