bohrium-skills

Large Knowledge Model (LKM) via open.bohrium.com (v2). Use when: user asks about searching scientific claims/questions, retrieving reasoning chains, viewing a paper's knowledge graph, tracing why a claim holds, batch-hydrating knowledge node details, or submitting feedback on LKM content/service. NOT for: general paper keyword search (use bohrium-paper-search), knowledge base management (use bohrium-knowledge-base), single PDF parsing (use bohrium-pdf-parser).

Large Knowledge Model (LKM) via open.bohrium.com (v2). Use when: user asks about searching scientific claims/questions, retrieving reasoning chains, viewing a paper's knowledge graph, tracing why a claim holds, batch-hydrating knowledge node details, or submitting feedback on LKM content/service. NOT for: general paper keyword search (use bohrium-paper-search), knowledge base management (use bohrium-knowledge-base), single PDF parsing (use bohrium-pdf-parser).

Manage Bohrium datasets via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting datasets on Bohrium, uploading data, or managing dataset versions. NOT for: file management, job submission, or node management.

Manage Bohrium container images via bohr CLI or open.bohrium.com API. Use when: user asks about listing/pulling/creating/deleting Docker images on Bohrium, or finding available public images. NOT for: node management, job submission, or project management.

Manage Bohrium compute jobs via bohr CLI or open.bohrium.com API. Use when: user asks about submitting/listing/killing/deleting compute jobs on Bohrium, checking job logs, or monitoring job status. NOT for: node management, image management, or project management.

Manage Bohrium dev nodes (containers/VMs) via open.bohrium.com API. Use when: user asks about creating/querying dev machines on Bohrium, checking available resources and pricing, or managing node lifecycle. NOT for: job submission, image management, or project management.

Manage Bohrium projects via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting projects on Bohrium, managing project members, or setting cost limits. NOT for: job submission, node management, or image management.

Manage Bohrium datasets via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting datasets on Bohrium, uploading data, or managing dataset versions. NOT for: file management, job submission, or node management.

Manage Bohrium container images via bohr CLI or open.bohrium.com API. Use when: user asks about listing/pulling/creating/deleting Docker images on Bohrium, or finding available public images. NOT for: node management, job submission, or project management.

Manage Bohrium compute jobs via bohr CLI or open.bohrium.com API. Use when: user asks about submitting/listing/killing/deleting compute jobs on Bohrium, checking job logs, or monitoring job status. NOT for: node management, image management, or project management.

Manage Bohrium dev nodes (containers/VMs) via open.bohrium.com API. Use when: user asks about creating/querying dev machines on Bohrium, checking available resources and pricing, or managing node lifecycle. NOT for: job submission, image management, or project management.

Manage Bohrium projects via bohr CLI or open.bohrium.com API. Use when: user asks about creating/listing/deleting projects on Bohrium, managing project members, or setting cost limits. NOT for: job submission, node management, or image management.

Search and read Bohrium SciencePedia (encyclopedia) via open.bohrium.com. Use when the user wants to: look up / explain a scientific term and get a reading link, browse what disciplines·fields·courses exist, get a course's chapter outline and knowledge list, or explore the knowledge graph around a topic. NOT for: paper search (use bohrium-paper-search), managing your own knowledge base (use bohrium-knowledge-base), or the LKM reasoning graph (use bohrium-lkm).

Browse and search the Bohrium scientific Tools library via open.bohrium.com. Use when: user wants to browse scientific computing tools by domain/subdomain, hybrid-search tools by keywords, or view a tool's details (GitHub metrics, tutorial, related entries). NOT for: paper search (use bohrium-paper-search), encyclopedia entries (use bohrium-sciencepedia), knowledge base management (use bohrium-knowledge-base).

Search and read Bohrium SciencePedia (科学百科) via open.bohrium.com. Use when the user wants to: look up / explain a scientific term and get a reading link (搜词条/关键词), browse what disciplines·fields·courses exist (有哪些领域和课程), get a course's chapter outline and knowledge list (课程章节与知识点), or explore the knowledge graph around a topic (主题相关的知识图谱). NOT for: paper search (use bohrium-paper-search), managing your own knowledge base (use bohrium-knowledge-base), or the LKM reasoning graph (use bohrium-lkm).

浏览与检索 Bohrium 科学工具库（Tools），通过 open.bohrium.com 访问。Use when: 用户需要按领域/子领域浏览科学计算工具、按关键词混合检索工具、查看某个工具的详情（GitHub 指标、教程、关联词条等）。NOT for: 论文检索（用 bohrium-paper-search）、百科词条（用 bohrium-sciencepedia）、知识库管理（用 bohrium-knowledge-base）。

Manage Bohrium personal/share disk files via open.bohrium.com OpenAPI. Use when: user asks to list, inspect, download, upload, create directories, move, copy, delete, decompress, or search files in Bohrium personal disk or project share disk. NOT for: dataset management, compute jobs, dev nodes, images, knowledge bases, or appJob workspace browsing unless an appJob id is explicitly provided.

Manage Bohrium personal/share disk files via open.bohrium.com OpenAPI. Use when: user asks to list, inspect, download, upload, create directories, move, copy, delete, decompress, or search files in Bohrium personal disk or project share disk. NOT for: dataset management, compute jobs, dev nodes, images, knowledge bases, or appJob workspace browsing unless an appJob id is explicitly provided.

Operate Bohrium private databases with bohrium-open-sdk. Use when: the user asks to list private/authorized Bohrium databases, inspect tables or schemas, query/filter/export rows, insert/update/delete records, create tables, or alter table columns using db_ak/table_ak IDs. NOT for: public materials databases such as crystal/electrolyte/positive-electrode databases, internal shrimp PostgreSQL operations, general file storage, datasets, or compute jobs.

Operate Bohrium private databases with bohrium-open-sdk. Use when: the user asks to list private/authorized Bohrium databases, inspect tables or schemas, query/filter/export rows, insert/update/delete records, create tables, or alter table columns using db_ak/table_ak IDs. NOT for: public materials databases such as crystal/electrolyte/positive-electrode databases, internal shrimp PostgreSQL operations, general file storage, datasets, or compute jobs.

AI science tutor powered by Bohrium's adk_science_navigator agent. Submits a research question, subscribes to SSE stream, and returns a structured Markdown answer with thought chain. Use when: user wants an AI-guided explanation of a scientific topic, research progress summary, or methodology comparison. NOT for: paper search (use bohrium-paper-search), literature review (use literature-review).

AI science tutor powered by Bohrium's adk_science_navigator agent. Submits a research question, subscribes to an SSE stream, and returns a structured Markdown answer. Use when: the user wants an AI-guided explanation of a scientific topic, a research progress summary, or a methodology comparison. NOT for: paper search (use bohrium-paper-search), literature review (use literature-review), or scholar lookup (use bohrium-scholar-search).

Manage Bohrium knowledge bases via open.bohrium.com API. Use when: user asks about creating/listing/searching knowledge bases, managing literature/papers, uploading files, tagging, notes, or searching literature content. NOT for: compute jobs, nodes, images, or datasets.

Manage Bohrium knowledge bases via open.bohrium.com API. Use when: user asks about creating/listing/searching knowledge bases, managing literature/papers, uploading files, tagging, notes, or searching literature content. NOT for: compute jobs, nodes, images, or datasets.

Search academic papers and patents via open.bohrium.com RAG engine. Use when: user asks about searching/finding academic papers, literature review, patent search, or technical survey using keywords or natural language questions. NOT for: knowledge base management, file management, or dataset operations.

Search academic papers and patents via open.bohrium.com RAG engine. Use when: user asks about searching/finding academic papers, literature review, patent search, or technical survey using keywords or natural language questions. NOT for: knowledge base management, file management, or dataset operations.

Parse PDF documents via open.bohrium.com. Use when: user asks about extracting text, tables, charts, formulas, or molecules from PDF files on Bohrium, submitting PDFs by URL or file upload. NOT for: file management, dataset management, or knowledge base operations.

Search scholars and fetch scholar profile via open.bohrium.com. Use when: user asks to find/search/look up a scholar, researcher, or academic by name, affiliation, or research direction; or asks about a specific researcher's publications, citations, h-index, education, work experience, or research profile. NOT for: paper/patent content search (use bohrium-paper-search), knowledge base management, or file operations.

Web search via Bohrium's open-platform proxy (backed by searchapi.io). Use when: user needs to search the open web for research papers, documentation, tutorials, news, or general information. NOT for: academic database search (use bohrium-paper-search / bohrium-scholar-search), Bohrium knowledge base search.

Parse PDF documents via Bohrium open API. Use when: user asks about extracting text, tables, charts, formulas, or molecules from PDF files on Bohrium, submitting PDFs by URL or file upload. NOT for: file management, dataset management, or knowledge base operations.

Search scholars and fetch scholar profile via open.bohrium.com. Use when: user asks to find/search/look up a scholar, researcher, or academic by name, affiliation, or research direction; or asks about a specific researcher's publications, citations, h-index, education, work experience, or research profile. NOT for: paper/patent content search (use bohrium-paper-search), knowledge base management, or file operations.

Web search via Bohrium's open-platform proxy (backed by searchapi.io). Use when: user needs to search the open web for research papers, documentation, tutorials, news, or general information. NOT for: academic database search (use bohrium-paper-search / bohrium-scholar-search), Bohrium knowledge base search.

Bohrium platform sandbox (python sdbx.py CLI): on-demand cloud VMs for running shell / Python, with GPU options and optional user-storage mounts. Use when: user wants to execute code, debug scripts, do data processing, or run GPU jobs in an isolated environment. NOT for: Bohrium compute jobs (use bohrium-job) or long-lived dev machines (use bohrium-node).

Bohrium 平台沙箱 (python sdbx.py CLI)：按需创建的临时云 VM，用于运行 shell / Python，可挂 GPU、可挂用户存储。Use when: 用户需要在隔离环境跑代码、调试脚本、做数据处理、跑 GPU 任务。NOT for: Bohrium 计算任务 (用 bohrium-job) 或长期开发机 (用 bohrium-node)。