Topic · Knowledge Management
Best knowledge graphs skills, page 4
Knowledge graphs skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 145 | 145.Turingdb Graph Build, query, and analyse biomedical knowledge graphs in TuringDB, a columnar graph database with git-like versioning. | ClawBio/ | 1.2k | 1 repo | ~4.2k | Automated safety check: Pass | MIT | today |
| 146 | Deploy OpenCTI (Filigran) via Docker Compose and use the pycti Python client to model threat actors, intrusion sets, campaigns, and indicators as a STIX 2.1 knowledge graph with relationships (uses… | mukul975/ | 34k | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 147 | Create a new evaluation dataset or add cases to an existing one for the Azure SDK QA bot evaluation. | Azure/ | 134 | — | ~1.4k | Automated safety check: Notes | MIT | today |
| 148 | Graph database implementation for relationship-heavy data models. | ancoleman/ | 526 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 149 | Analyze a complete literary work into a structured Basic Memory knowledge graph. | basicmachines-co/ | 4.1k | — | ~8.2k | Automated safety check: Pass | AGPL-3.0 | today |
| 150 | 150.Iflow Graphify Rebuild the graphify knowledge graph (graphify-out/) by shelling out to issue-flow graphify or graphify directly. | jepegit/ | 110 | — | ~960 | Automated safety check: Pass | MIT | yesterday |
| 151 | Run Azure SDK QA bot evaluations on curated datasets locally, including a single test case. | Azure/ | 134 | — | ~1.1k | Automated safety check: Notes | MIT | today |
| 152 | 152.Context Manager Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. | aiskillstore/ | 430 | 7 repos | ~2.1k | Automated safety check: Pass | No licence | today |
| 153 | When the agent calls memorysearch with a relationship-shaped query ("who did I talk to about X"), redirect to the knowledgegraph backend where it will actually find the answer. | Bitterbot-AI/ | 2.5k | — | ~336 | Automated safety check: Pass | MIT | today |
| 154 | 154.Memtrace Index Index a source-code repo into the Memtrace knowledge graph and poll the job to completion. | syncable-dev/ | 487 | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 155 | File-based memory system using Tiago Forte's PARA method. An agent skill from Undertone0809/rudder. | Undertone0809/ | 292 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 156 | 156.Dossier Collect Build a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, knowledge-graph, codebase, ADR index, and git intel | ruvnet/ | 74k | — | ~1.1k | Automated safety check: Notes | MIT | today |
| 157 | 157.Kg Extract Extract entities and relations from source files to build a knowledge graph | ruvnet/ | 74k | — | ~751 | Automated safety check: Notes | MIT | today |
| 158 | 158.Kg Traverse Pathfinder traversal of the knowledge graph starting from a seed entity | ruvnet/ | 74k | — | ~566 | Automated safety check: Notes | MIT | today |
| 159 | 159.Memory Search SOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weighting | ruvnet/ | 74k | — | ~761 | Automated safety check: Notes | MIT | today |
| 160 | A skill your agent uses when maintaining Semantic Graph paper, citation, recommendation, and author-network tools. | meamaturinlove221/ | 136 | — | ~541 | Automated safety check: Pass | Unknown | 4 mo ago |
| 161 | Turn on AI + ML features in Grafana Cloud — Grafana Assistant (NL → PromQL/LogQL/TraceQL, dashboard build, incident investigation, MCP integration), Dynamic Alerting (Prophet forecasting + DBSCAN… | grafana/ | 279 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 162 | 162.Orchestrator User-facing entry point for the wp-rocket issue workflow. An agent skill from wp-media/wp-rocket. | wp-media/ | 767 | — | ~10k | Automated safety check: Pass | GPL-2.0 | today |
| 163 | Neo4j Python Driver v6 — driver lifecycle, executequery, managed and explicit transactions, async (AsyncGraphDatabase), result handling, data type mapping, error handling, UNWIND batching… | neo4j-contrib/ | 114 | — | ~4.1k | Automated safety check: Notes | MIT | yesterday |
| 164 | Use First Principles Framework (FPF) to decompose problems, architect systems, evaluate alternatives, define quality, recover and replace methods, initiate inquiry from ordinary work, disambiguate… | CodeAlive-AI/ | 157 | — | ~6.6k | Automated safety check: Pass | MIT | yesterday |
| 165 | Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory /… | aws/ | 2.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 166 | 166.Nav Graph Query project knowledge graph. An agent skill from qf-studio/navigator. | qf-studio/ | 354 | — | ~5.9k | Automated safety check: Notes | MIT | today |
| 167 | 167.Digital Archive Digital archiving with AI enrichment and entity extraction. An agent skill from jamditis/claude-skills-journalism. | jamditis/ | 416 | — | ~6.3k | Automated safety check: Pass | MIT | 3 days ago |
| 168 | Use Neo4j GenAI Plugin ai.text. An agent skill from neo4j-contrib/neo4j-skills. | neo4j-contrib/ | 114 | — | ~3k | Automated safety check: Notes | MIT | yesterday |
| 169 | Generate single-file HTML visual explanations for learning and review. | mingchen666/ | 237 | — | ~1.1k | Automated safety check: Pass | No licence | 16 days ago |
| 170 | 170.Chebi Query Query the ChEBI (Chemical Entities of Biological Interest) database. | QSong-github/ | 116 | 1 repo | ~773 | Automated safety check: Pass | No licence | 1 mo ago |
| 171 | 171.Oregano Query Query the OREGANO knowledge graph for computational drug repurposing. | QSong-github/ | 116 | 1 repo | ~664 | Automated safety check: Pass | No licence | 1 mo ago |
| 172 | 172.Pharmkg Query Query the PharmKG knowledge graph (180k entities, 39 relation types, 1M triples). | QSong-github/ | 116 | 1 repo | ~517 | Automated safety check: Pass | No licence | 1 mo ago |
| 173 | Open-source FAIR biology data framework. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 2 repos | ~4k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 174 | Gene Ontology over-representation analysis using clusterProfiler enrichGO. | majiayu000/ | 666 | 2 repos | ~1.2k | Automated safety check: Pass | MIT | today |
| 175 | 175.Pneuma Cosmos Build and explore a 3D knowledge graph from code, research, stories, or business material in the Pneuma Cosmos workspace. | pandazki/ | 162 | — | ~11k | Automated safety check: Pass | MIT | 10 days ago |
| 176 | 176.Search Knowledge Search everything the brand has stored in memory — semantic, exact, or hybrid queries across a connected vector-DB MCP, an optional knowledge-graph server, and the always-available local index —… | indranilbanerjee/ | 855 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 4 days ago |
| 177 | 177.Memory Read-side memory operations on the knowledge graph: search past decisions and patterns, load session context, view decision timelines, render Mermaid graph visualizations. | yonatangross/ | 289 | — | ~1.8k | Automated safety check: Notes | MIT | today |
| 178 | Automatically find relevant context from knowledge graph and code relationships while coding. | aiskillstore/ | 430 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | today |
| 179 | Map unstructured biomedical text to standardized ontologies (SNOMED CT. | aipoch/ | 2k | — | ~2.9k | Automated safety check: Pass | MIT | 21 days ago |
| 180 | Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. | neo4j-contrib/ | 114 | — | ~5.4k | Automated safety check: Notes | MIT | yesterday |
| 181 | Create and manage Neo4j vector indexes, run vector similarity search (ANN/kNN), store embeddings on nodes or relationships, use SEARCH clause (Neo4j 2026.01+, preferred) or… | neo4j-contrib/ | 114 | — | ~5.6k | Automated safety check: Notes | MIT | yesterday |
| 182 | 182.Memory Status Show MemPalace memory system status — drawer counts, wings, rooms, knowledge graph stats, and embedding model state. | dimetron/ | 207 | — | ~537 | Automated safety check: Pass | MIT | 6 days ago |
| 183 | Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval. | proffesor-for-testing/ | 494 | 1 repo | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 184 | Builds semantic code indexes, maps dependency graphs, and performs intelligent code search across large codebases. | proffesor-for-testing/ | 494 | — | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 185 | 185.Monarch Database Monarch Initiative knowledge graph REST API for disease-gene-phenotype associations and cross-species orthology. | jaechang-hits/ | 370 | 1 repo | ~6.6k | Automated safety check: Pass | BSD-3-Clause | 9 days ago |
| 186 | Retrieve mouse phenotype data from the Jackson Laboratory Mouse Phenome Database (MPD) via its REST API. | jaechang-hits/ | 370 | 1 repo | ~6.8k | Automated safety check: Pass | CC-BY-4.0 | 9 days ago |
| 187 | Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python package (v1.22.0+). | neo4j-contrib/ | 114 | — | ~4.2k | Automated safety check: Notes | MIT | yesterday |
| 188 | 188.Graphify Dotnet Use graphify-dotnet to generate codebase knowledge graphs, architecture snapshots, and exportable repository maps from .NET or polyglot source trees, with optional AI-enriched semantic relationships. | managedcode/ | 486 | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 189 | 189.Zep Work with Zep's temporal memory: create users and threads, append messages, read distilled facts and history. | Anil-matcha/ | 1.3k | — | ~726 | Automated safety check: Pass | MIT | 2 days ago |
| 190 | 190.Monarch Database Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. | lamm-mit/ | 244 | 2 repos | ~453 | Automated safety check: Pass | CC0-1.0 | 1 mo ago |
| 191 | Build original theoretical frameworks and produce publication-quality conceptual diagrams for social science research. | joshzyj/ | 168 | — | ~5.3k | Automated safety check: Pass | Unknown | 19 days ago |
| 192 | 192.Reflect 2 Append to daily notes and create notes in Reflect. An agent skill from sundial-org/awesome-openclaw-skills. | sundial-org/ | 663 | — | ~824 | Automated safety check: Pass | No licence | 7 mo ago |