“knowledge graphs”

Add a memory system to an agent — file awareness, knowledge graph, structured state, or multi-session tracking

Queries the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biomedical relationships across genes, drugs, diseases, phenotypes, pathways, and…

Build and query AI-powered knowledge bases from claude-mem observations.

把本地文件夹建成 Agent 可稳定查找、收录和维护的知识库，并支持导航、版本判断、健康检查及 SOT 分层治理。用户要求搭建、查询、更新、整理或瘦身知识库时使用。

Use when you need to connect to the SciGraph SCP server for KCL (knowledge graph of microscopic chemical associations among common elements; supports…

Ingest technical sources (PDFs, markdown, papers) into a book workspace and maintain its persistent epistemic state — wiki synthesis, claim ledger with…

Use when you need to connect to the SciGraph SCP server for iKraph (large-scale biomedical knowledge graph from PubMed + external databases like Hetionet) and…

Create Google Open Knowledge Format (OKF) bundles for storage-cert-harness — agent-consumable markdown knowledge graphs with YAML frontmatter.

Use when the user explicitly invokes /ansa-literature-review to build or expand the literature knowledge graph.

Self-bootstrapping codebase knowledge graph.

Health check the knowledge graph.

Build or revise a course syllabus and teaching plan from teacher materials, course structure, knowledge graph, and explicit scheduling requirements.

This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or…

Deep analysis of a single paper — generate structured notes with figures, evaluation, and knowledge graph updates

Extract business domain knowledge from a codebase and generate an interactive domain flow graph.

Launch a local interactive knowledge-graph visualization of the compiled wiki.

Extract recurring patterns from trace files and distill them into reusable knowledge graph entries: scan traces for errors, surprises, and parameter insights…

Run periodic maintenance over the knowledge graph.

Code intelligence toolkit — impact analysis, code query, safe rename, execution flow tracing, and knowledge graph exploration.

Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species.

Sprint / project status from knowledge graph.

Use when you need to connect to the SciGraph SCP server for KG-FM (framework-material knowledge graph dataset; see npj Computational Materials 2025 paper) and…

Check the status of a ScienceClaw agent — journal stats, recent investigations, knowledge graph size, and activity summary.

Manage the project Knowledge Graph; create associative links between concepts, code, and decisions.