Topic · Knowledge Management
Best knowledge graphs skills, page 3
Knowledge graphs skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | 97.Scholar RAG Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review. | joshzyj/ | 168 | — | ~7.4k | Automated safety check: Notes | Unknown | 19 days ago |
| 98 | A skill your agent uses when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG. | Citrus-bit/ | 120 | — | ~5.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 99 | Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository. | QwenLM/ | 28k | 1 repo | ~9.3k | Automated safety check: Pass | Apache-2.0 | today |
| 100 | 100.Ogham Recall Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp. | ogham-mcp/ | 115 | — | ~1k | Automated safety check: Pass | MIT | 8 days ago |
| 101 | Rearranges the nodes of an existing Obsidian Canvas with grid, dagre, radial, force-directed or linear layouts while keeping groups intact. | AgriciDaniel/ | 299 | — | ~866 | Automated safety check: Pass | MIT | 6 mo ago |
| 102 | 102.Torchdrug Graph-based drug discovery toolkit. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 103 | 103.Context Os CLI This skill should be used when users ask about their work context, what they're working on, recent activity, file relationships, or knowledge graph structure. | jacob-dietle/ | 111 | — | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 104 | 104.Cortexdb Use CortexDB for local-first AI memory, vector search, RAG, knowledge graphs, SPARQL/RDFS/SHACL, corpus-to-graph workflows, external structured-data import (CSV / SQL dumps), and MCP/tool calling. | liliang-cn/ | 274 | — | ~18k | Automated safety check: Warn | MIT | yesterday |
| 105 | Zettelkasten best practices for building a high-quality knowledge graph. | iamtouchskyer/ | 142 | — | ~2.9k | Automated safety check: Pass | MIT | 29 days ago |
| 106 | This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies… | guanyang/ | 975 | 2 repos | ~4.4k | Automated safety check: Pass | MIT | yesterday |
| 107 | Models people, organisations, devices, products and system components as entities in a Forgetful knowledge graph, then links memories and relationships to them. | ScottRBK/ | 301 | — | ~836 | Automated safety check: Pass | MIT | today |
| 108 | Explains how to query cognee agent memory with recall(): how the search type is chosen, how to narrow a query to datasets, and what the returned results contain. | topoteretes/ | 32k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 109 | 109.Knowledge Graph Write and maintain project wiki pages, decisions, and links. | nimbalyst/ | 1.9k | — | ~3.5k | Automated safety check: Pass | MIT | today |
| 110 | 110.Paper Analyzer Analyzes one research paper in depth, writing a structured note on its methods, experiments and limitations and adding it to a paper relationship graph. | LigphiDonk/ | 738 | 1 repo | ~973 | Automated safety check: Pass | MIT | 5 mo ago |
| 111 | Installation and configuration skill for Agent Brain document search system. | SpillwaveSolutions/ | 119 | — | ~7k | Automated safety check: Notes | MIT | 18 days ago |
| 112 | Explores the Forgetful memory graph in phases, walking memories, entities and relationships to answer cross-project and entity-centred questions. | ScottRBK/ | 301 | — | ~898 | Automated safety check: Pass | MIT | today |
| 113 | Drug-discovery knowledge-graph workflow guide for assembling drug-target-disease-pathway relationship graphs from OpenTargets GraphQL, ChEMBL REST, STRING PPI, and Reactome pathway APIs, then… | DrugClaw/ | 125 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 114 | 114.Memory Notes How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. | basicmachines-co/ | 4.1k | 1 repo | ~3.5k | Automated safety check: Pass | AGPL-3.0 | today |
| 115 | 115.Ncats Arax Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationships. | K-Dense-AI/ | 48k | 2 repos | ~2.3k | Automated safety check: Notes | MIT | 2 days ago |
| 116 | 复用已验证的graphrag研究轨迹,完成问题拆解、同源检索、引用报告和完成验证. An agent skill from SichengLong26/deepresearch_agent_harness. | SichengLong26/ | 124 | — | ~160 | Automated safety check: Pass | No licence | 29 days ago |
| 117 | 117.Codegraph QA Use CodeScope to analyze any indexed codebase via its graph database (neug) and vector index (zvec). | QwenLM/ | 143 | — | ~4.3k | Automated safety check: Pass | No licence | 4 mo ago |
| 118 | 118.Geo Knowledge Build and query an evidence-lined GEO knowledge graph from approved source bundles. | yaojingang/ | 164 | — | ~349 | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 119 | Type candidate (subject, sentence, object) triples against a fixed relation schema and flag triples that contradict each other, batched, with a calibrated confidence per edge so only confident edges… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 120 | 120.Dreaming Maintain Signet's living ontology and memory substrate from transcripts, memory artifacts, source artifacts, notes, summaries, and imported records. | Signet-AI/ | 304 | — | ~2.9k | Automated safety check: Pass | Unknown | today |
| 121 | 121.Cortexdb Use CortexDB for local-first AI memory, vector search, RAG, knowledge graphs, SPARQL/RDFS/SHACL, corpus-to-graph workflows, and MCP/tool calling. | liliang-cn/ | 274 | — | ~5.7k | Automated safety check: Warn | MIT | yesterday |
| 122 | 122.Memory Schema Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. | basicmachines-co/ | 4.1k | 1 repo | ~2k | Automated safety check: Pass | AGPL-3.0 | today |
| 123 | 123.Knowledge Setup Initialize or repair a project's knowledge graph in Nimbalyst trackers -- define the entity, claim, question, finding, and investigation kinds, merge the core vocabulary pack (and the market or spec… | nimbalyst/ | 1.9k | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 124 | Lists 12 canvas template types for Obsidian Canvas and builds a ready-to-use canvas from one, such as a presentation, flowchart, kanban board or timeline. | AgriciDaniel/ | 299 | — | ~1.1k | Automated safety check: Pass | MIT | 6 mo ago |
| 125 | 125.Revyl CLI Atlas Explore an app bottom-up as a media-grounded knowledge graph, including its screenshots, transition clips, and originating reports. | RevylAI/ | 522 | — | ~3.3k | Automated safety check: Pass | No licence | today |
| 126 | 126.Primekg Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease context, and one- or two-hop paths. | K-Dense-AI/ | 48k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 127 | 127.Ask Query the bundled research knowledge graph for methodology guidance. | agenticnotetaking/ | 3.5k | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 7 mo ago |
| 128 | 128.Jsxgraph Build and inspect mathematical graphs and coordinate constructions with JSXGraph when a learner needs to connect an equation to a shape, solve graphically, or test a quantitative change. | madhvantyagi/ | 336 | — | ~868 | Automated safety check: Pass | MIT | yesterday |
| 129 | 129.Entity Registry A skill your agent uses when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity… | aaron-he-zhu/ | 2.9k | 1 repo | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 130 | Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel. | Tommy-yw/ | 546 | 3 repos | ~1.8k | Automated safety check: Pass | MIT | 4 mo ago |
| 131 | 131.Memory Tasks Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. | basicmachines-co/ | 4.1k | 1 repo | ~1.4k | Automated safety check: Pass | AGPL-3.0 | today |
| 132 | Design or audit a repo-local markdown knowledge graph with wiki links, source-code backlinks, drift checks, and searchable sections. | stevesolun/ | 588 | — | ~466 | Automated safety check: Pass | MIT | 4 days ago |
| 133 | Reads an article, note or lecture draft and draws a plain-language formal map of its concepts, the tests for assigning things to them, and the conditional links between concepts. | lijigang/ | 7.5k | — | ~375 | Automated safety check: Pass | MIT | yesterday |
| 134 | 134.Torchdrug Builds and troubleshoots TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and… | K-Dense-AI/ | 48k | 1 repo | ~3k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 135 | 135.Cocoindex Comprehensive toolkit for developing with the CocoIndex library. | davila7/ | 32k | 2 repos | ~6.4k | Automated safety check: Notes | MIT | today |
| 136 | A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. | github/ | 40k | 1 repo | ~2k | Automated safety check: Pass | MIT | today |
| 137 | 137.Memory Continue Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. | basicmachines-co/ | 4.1k | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | today |
| 138 | 138.Memory Curate Curate the Basic Memory knowledge graph: find orphan notes and suggest links, propose typed relations, merge duplicates, audit tags and folders, and build hub notes. | basicmachines-co/ | 4.1k | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 139 | 139.Kg Builder Designs and builds knowledge graphs from documents — ontology modeling with domain/range constraints, entity/relation/event extraction, entity resolution, provenance and supersession, and GraphRAG… | Mathews-Tom/ | 328 | — | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 140 | 140.Connect Connect this repository to its Nimbalyst team project so the session can read and write the team's pages. | nimbalyst/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 141 | 141.Lat Md Search, read and maintain nub's knowledge graph under wiki/ with the lat CLI — the design and research corpus, cross-linked and checked. | nubjs/ | 4.4k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 142 | 142.Basic Memory Use the Basic Memory knowledge graph for persistent memory across sessions. | basicmachines-co/ | 4.1k | — | ~2.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 143 | 143.Infranodus Text network analysis and knowledge graphs via the InfraNodus MCP server: analyze text structure, find content gaps, generate research questions and ideas, compare texts, optimize content for… | infranodus/ | 119 | — | ~3.5k | Automated safety check: Pass | No licence | 17 days ago |
| 144 | 144.Knowledge Graph Write a knowledge graph in Nimbalyst trackers -- entities, claims, questions, findings, investigations, the labels that say what each page is, and the predicates that connect them -- following the… | nimbalyst/ | 1.9k | — | ~4.8k | Automated safety check: Pass | MIT | today |