Knowledge Bases

knowledge-ops is a knowledge-ops skill for managing a multi-layer knowledge base across local files, MCP memory, vector stores, and Git repos. Use it to ingest, organize, sync, deduplicate, and retrieve notes, conversations, docs, and project facts with clear storage boundaries.

obsidian-vault helps search, create, and connect Obsidian notes using Title Case filenames, [[wikilinks]], and index notes. It fits obsidian-vault for Knowledge Bases workflows where linking and note structure matter more than folders.

rag-implementation is a practical skill for planning RAG systems with vector databases, embeddings, retrieval patterns, and grounded-answer workflows. Use it to compare stack options, shape architecture decisions, and guide install and usage for document Q&A, knowledge assistants, and semantic search.

similarity-search-patterns helps you choose distance metrics, index types, and hybrid retrieval patterns for semantic search and RAG workflows. Use it to plan production vector search tradeoffs around recall, latency, and scale.

The hybrid-search-implementation skill shows how to combine vector and keyword retrieval with RRF, linear fusion, reranking, and cascade patterns for RAG and search systems.

embedding-strategies helps you choose and optimize embedding models for semantic search and RAG workflows, with practical guidance on chunking, model tradeoffs, multilingual content, and retrieval evaluation.

Use the obsidian-cli skill to operate a live Obsidian app from the command line. Read, create, search, and update notes, target files or vaults, and support plugin or theme debugging. Best when Obsidian is already open and you need precise vault actions.

obsidian-bases helps create and edit Obsidian .base files with filters, formulas, summaries, and table, cards, list, or map views. Best for turning note metadata into working knowledge base views, with YAML validation and function-reference guidance from the skill files.

obsidian-markdown helps create valid Obsidian Flavored Markdown with wikilinks, embeds, callouts, and YAML frontmatter. Best for vault-based notes, documentation, and knowledge bases that need consistent Obsidian syntax.

notion-knowledge-capture helps turn conversations and notes into structured, linkable Notion pages for wiki entries, how-tos, decisions, FAQs, and documentation. It fits Knowledge Capture workflows when you already know Notion is the destination and need help choosing the right page type, preserving context, and linking content for reuse.

parse-knowledge turns messy text into structured Markdown notes for an OrbitOS-style knowledge base, splitting source material into a main research note plus linked atomic wiki notes with YAML frontmatter and vault-ready paths.

obsidian-bases helps create and edit valid Obsidian .base files with YAML views, filters, formulas, properties, and summaries. Best for Knowledge Bases workflows where you need table, cards, list, or map views with less schema guesswork.

json-canvas helps agents create and edit valid .canvas files for Obsidian and other JSON Canvas apps. Use it to generate structurally correct nodes, edges, groups, positions, and layering for mind maps, flowcharts, and lightweight diagramming workflows.

ask is a lightweight OrbitOS skill for fast answers, optional vault checks in 30_Research/ and 40_Wiki/, and concise responses without unnecessary note creation.

archive is a Document Filing skill for OrbitOS-style vaults. It helps identify completed projects and processed inbox notes, previews archive candidates, and moves confirmed items into dated archive folders with a clear summary.

memory-management helps Claude persist project context across sessions with a HOT/WARM/COLD file workflow. Use it to maintain `CLAUDE.md`, `memory/` folders, glossary entries, and event-driven updates for audits, rankings, competitors, and reports in SEO or Context Engineering workflows.

notion-knowledge-capture turns conversations into structured Notion docs, wikis, FAQs, and decision records. It captures key context, organizes the right content type, and saves it where others can find it. Best for notion-knowledge-capture for Knowledge Base Writing, with practical notion-knowledge-capture usage and guide details for teams.

obsidian-vault helps agents search, create, and organize notes in a specific Obsidian vault using Title Case names, [[wikilinks]], backlinks, and index notes instead of folders.

archive stores debugging fixes, deployment notes, and task learnings in `.archive/YYYY-MM-DD/` with searchable tags and a `.archive/MEMORY.md` index. Install it to capture durable session knowledge, consult past incidents, and reuse context across future work.