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Knowledge Management · For data scientists
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Retrieve transcripts from YouTube, Instagram, TikTok, X, Vimeo and other video sites, summarize or analyze what was said (and shown on screen), or save an Obsidian-ready Markdown knowledge-base note… | JimmySadek/ | 485 | — | ~3.1k | Automated safety check: Pass | MIT | 4 days ago |
| 2 | Process documents with Blockify API to create optimized IdeaBlocks for RAG. | iternal-technologies-partners/ | 315 | — | ~6.2k | Automated safety check: Notes | Unknown | 5 mo ago |
| 3 | Answers ExecuTorch questions from a local wiki on backends, export pitfalls, quantization recipes, runtime errors and SoC compatibility. | pytorch/ | 5.1k | — | ~1.3k | Automated safety check: Pass | Unknown | yesterday |
| 4 | Install and configure Mnemosyne as a Hermes Agent memory provider — local SQLite with vector search, episodic consolidation, and temporal knowledge graphs. | mnemosyne-oss/ | 3.4k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 5 | 5.Watch Watch a video (URL or local path) like an editor. An agent skill from taoufik123-collab/claude-watch. | taoufik123-collab/ | 943 | — | ~5.8k | Automated safety check: Warn | MIT | 2 mo ago |
| 6 | OPTIONAL, DORMANT semantic-search layer over the wiki, powered by qmd (local hybrid BM25 + vector + rerank). | HurricaHjz/ | 123 | — | ~1.9k | Automated safety check: Pass | MIT | 9 days ago |
| 7 | Guide for using OptimusKG, the biomedical knowledge graph, through the optimuskg Python client. | mims-harvard/ | 147 | — | ~1.9k | Automated safety check: Pass | MIT | 19 days ago |
| 8 | Use DataMind from Codex to ingest local files, query RAG or graph knowledge, store facts, and inspect profiles. | OpenDCAI/ | 451 | — | ~528 | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 9 | SOP for building LLM applications on Dify — visual workflow + chatflow + agent + RAG knowledge base + plugin marketplace + observability, self-hostable. | agentsope/ | 436 | — | ~5.4k | Automated safety check: Notes | MIT | 2 days ago |
| 10 | 10.Sc QA Ask a natural-language question against indexed content via the Content Search RAG Q&A endpoint. | open-edge-platform/ | 140 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | Knowledge base assistant that retrieves and cites documents from a curated index. | Atmosphere/ | 3.8k | — | ~504 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 12 | Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents. | mydisha/ | 147 | — | ~741 | Automated safety check: Pass | MIT | 1 mo ago |
| 13 | A skill your agent uses to turn researched or computed numeric data into source-grounded charts. | NVIDIA-AI-Blueprints/ | 886 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Deep-crawl any website from start URLs, return per-page LLM-ready text/markdown/HTML plus metadata (title, description, author, language, canonical URL, OG) and in-scope outbound links. | browser-act/ | 6.1k | — | ~4.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 15 | 15.Lamindb Manages biological datasets and models with LaminDB, including artifact registration, lineage tracking, schema validation, Bionty ontology annotation, query/search, collections, branches, storage… | K-Dense-AI/ | 48k | 1 repo | ~2.1k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 16 | Search Xiaohongshu (XHS / RedNote) notes by keyword with full field extraction including body text, topics/tags, image list URLs, video stream URL, publish timestamp, and all engagement stats… | browser-act/ | 6.1k | — | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 17 | A skill your agent uses when answering a question about previously analyzed or freshly scoped VSS video, or when reading a stored VSS memory job or record by id, or whenever a question should be… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | Search and download images via Google Custom Search API with LLM-powered selection. | glebis/ | 391 | — | ~1.4k | Automated safety check: Notes | MIT | 3 days ago |
| 19 | Graph database implementation for relationship-heavy data models. | ancoleman/ | 525 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 20 | SOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weighting | ruvnet/ | 74k | — | ~761 | Automated safety check: Notes | MIT | yesterday |
| 21 | 21.Rxnorm Query Query the RxNorm drug naming and normalization API. An agent skill from QSong-github/DrugClaw. | QSong-github/ | 116 | 1 repo | ~476 | Automated safety check: Pass | No licence | 1 mo ago |
| 22 | Build a knowledge base from web content with Firecrawl. An agent skill from firecrawl/skills. | firecrawl/ | 117 | — | ~612 | Automated safety check: Pass | ISC | 2 days ago |
| 23 | 23.Gsd Stats Display project statistics — phases, plans, requirements, git metrics, and timeline | SpillwaveSolutions/ | 119 | 3 repos | ~620 | Automated safety check: Pass | MIT | 21 days ago |
| 24 | Knowledge base from "Spinning Up in Deep RL" by Joshua Achiam (OpenAI, MIT-licensed). | alirezarezvani/ | 28k | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 25 | Fetch YouTube transcripts via APIFY API. An agent skill from gooseworks-ai/goose-skills. | gooseworks-ai/ | 1.2k | 1 repo | ~1k | Automated safety check: Notes | MIT | 2 days ago |
| 26 | Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser. | firecrawl/ | 117 | — | ~565 | Automated safety check: Pass | ISC | 2 days ago |
| 27 | Get structured Yandex search results without an official API key using the Apify Yandex Search Scraper Actor (johnvc/Scrape-Yandex). | apify/ | 266 | — | ~2.1k | Automated safety check: Pass | MIT | 18 days ago |
| 28 | 28.Pp Toodledo Every Toodledo feature from the terminal, plus an offline SQLite mirror, GTD reviews Trigger phrases: what are my next actions, run my weekly review, add a task to toodledo, what's overdue in… | mvanhorn/ | 2.1k | — | ~4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 29 | Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. | giuseppe-trisciuoglio/ | 357 | — | ~3.3k | Automated safety check: Notes | MIT | 1 mo ago |
| 30 | Create Agent Bricks: Knowledge Assistants (KA) for document Q&A and Supervisor Agents for multi-agent orchestration (MAS). | databricks/ | 345 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 31 | 31.Orchata RAG Knowledge management and RAG platform with tree-based document indexing. | LeoYeAI/ | 2.2k | — | ~4.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 32 | 32.RAG Ingest user-selected documents and retrieve cited procedures, standards, and design evidence from the local RAG knowledge base. | automateyournetwork/ | 676 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | Administrative operations on the Knowledge base: connect new pgvector servers, check health, view stats, export data, install parser models. | evolution-foundation/ | 545 | — | ~1k | Automated safety check: Pass | Unknown | 5 mo ago |
| 34 | Build RAG systems for construction knowledge bases. An agent skill from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction. | datadrivenconstruction/ | 345 | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 35 | 35.Archon Interactive Archon integration for knowledge base and project management via REST API. | Microck/ | 404 | — | ~5k | Automated safety check: Pass | Unknown | 1 mo ago |
| 36 | Deep expertise in Logseq's Datascript database schema. An agent skill from aiskillstore/marketplace. | aiskillstore/ | 433 | — | ~1.5k | Automated safety check: Pass | No licence | yesterday |
| 37 | 37.Init Kb Initialize or update a knowledge base for a project, business, or client. | LeoYeAI/ | 2.2k | — | ~7k | Automated safety check: Pass | MIT | 2 mo ago |
| 38 | Retrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query. | seb1n/ | 206 | — | ~2.1k | Automated safety check: Pass | MIT | 2 mo ago |