Capture, summarize, and organize knowledge from URLs, YouTube videos, documents, and files. Proactively recall stored knowledge when relevant.
Transforms conversations and discussions into structured documentation pages in Notion. Captures insights, decisions, and knowledge from chat context, formats appropriate — from…
Компилирует личные книги, PDF/EPUB/TXT/Markdown и длинные материалы в прикладной Claude Code skill с картой источников, решающими правилами, плейбуками, словарём и проверкой…
Use when you need the Codex Copilot equivalent of Claude Copilot /knowledge-copilot: create, link, inspect, or onboard to a shared knowledge repository.
Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.
Use when you have untargeted metabolomics data (MS/MS spectra) and need to annotate metabolites at scale.
Discover relevant skills and knowledge using tiered approach. SKIP for simple tasks, QUICK for single-skill, STANDARD for multi-skill, DEEP for full feature implementation.
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT- — from…
Deep analysis of knowledge distillation techniques for compressing large models into smaller efficient ones
Periodic knowledge consolidation for AI coding agents. Synthesize scattered project learnings into durable, well-organized memory files.
Extract tribal knowledge from code, documentation, and commit history to preserve institutional memory
Transform raw personal experience, case studies, business documents, or draft content into transferable cognitive assets -- structured knowledge that others...
Auto-applies MECE/BFO framework (thesis, Mermaid TD/LR, numbered sections, Ground Truth) to ANY .md file creation.
Knowledge Gap Mapper skill for memory knowledge operations in Creative Liberation Engine V6.
Designs and builds knowledge graphs to represent entities, relationships, and semantic connections, with query patterns for Neo4j, RDF, and property graphs.
Use when designing and building knowledge graphs from unstructured data. Invoke when user mentions entity extraction, schema design, LPG vs RDF, graph data model, ontology…
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
Neue Notes in das Wissensnetz einordnen. PDFs als Markdown-Quellen-Notes anlegen. Properties, Links, MOC-Eintraege setzen.
Process external resources into stored knowledge with quality evaluation, curation routing, and application decisions.
Ingests and prepares codebase documentation, builds internal knowledge graphs, and creates optimized context representations for downstream analysis tasks.
Search and navigate stored knowledge in memory palaces. Use for cross-referencing, context retrieval.
Composite skill — query, capture, improve, persist knowledge in one workflow. Chains recall (semantic lookup) → sync-memories (write note) → rag-curate (improve weak retrievals) →…
4-layer knowledge capture system for development sessions. Use when user says /mem (quick capture), /distill (extract patterns), /td (post-task retrospective with Before/After…
AI Personal Knowledge Manager — Zettelkasten, Obsidian, PARA, Note-Taking System, Second Brain สำหรับนักเรียนรู้ตลอดชีวิต
Use when choosing the representation paradigm for domain knowledge: knowledge graph, frame, production rule, semantic network, concept map, procedural ontology, or hybrid.
中文优先：用于知识运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector…
Help organize, link, and maintain the Basic Memory knowledge graph - find orphan notes, suggest relations, identify duplicates, and improve overall knowledge structure
Operate the local-first Weblyfe knowledge pipeline for ingesting documents and workspace content, embedding locally, semantic search, and graph exploration.
Batch-Umbenennung von Attachments (PDFs, Bilder) nach Konventionen. Autor-Jahr_Titel fuer Quellen, Kontext-basiert fuer Bilder.
Semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG)
Route a question or source event to the right knowledge sources, owners, and follow-up skill.
Use when you capture a learning and must decide where it lives. Route by type — shared construct to a skill, fact to memory, reference to a doc, behavior to a thin pointer — so it…
Teaches how to use Bluera Knowledge for accessing library sources and reference material. Explains two approaches - vector search via MCP/slash commands for discovery, or direct…
Retrieves implementation knowledge, code examples, and documentation references. Use to inform technical decision-making when the user requires specific library usage, framework…
Creating processes and tools for sharing knowledge across teams to reduce silos, onboard faster, improve team resilience, and foster innovation through cross-pollination of ideas.
Close lifecycle on a knowledge/ note. Three stages: Close (verify + used_in) → Extract (3 questions) → Backflow (route principle/SOP/signal).
Use when reviewing knowledge-base notes for sources, freshness, publication safety, broken links, or drift from current repository evidence.
Pluggable knowledge base manager for syncing and searching external content sources
Combines search results from multiple sources into coherent, deduplicated answers with source attribution.
Expert knowledge synthesizer specializing in extracting insights from multi-agent interactions, identifying patterns, and building collective intelligence.
Expert in aggregating, processing, and synthesizing information from multiple sources into coherent insights.
Bootstrap a compile-first project knowledge system with repo-local wiki, raw manifests, provenance tracking, auto-update checks, and platform configs for Claude Code / Codex /…
Categorize extracted information into the appropriate knowledge base subdirectory (tasks, definitions, wiki, project-status, people, jira-drafts).
Knowledge doc utilization tracking. After a dev task, analyzes how AI actually used knowledge docs during the conversation.
Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.
Automated skill for keeping AI knowledge bases current with latest model versions, framework updates, and best practices
pce-memory + shirushiを活用した知識検証・整合性チェックスキル。 以下の場合に使用: (1) 資料・ドキュメント間の矛盾チェック (2) 指示・意思決定の追跡と検証 (3) 作業途中のリアルタイム整合性チェック (4) 成果物と要件の照合検証 (5) shirushi Doc-IDとコードのトレーサビリティ検証…
Comprehensive global knowledge worker salary data with total market value calculations, sector breakdowns, geographic comparisons, and authoritative sources.
Kuma Vault SSoT retrieval. Trigger on 새 작업/플랜, vault-backed 도메인/프로젝트 키워드, domains/* edits, previous-context recall, decisions/6원칙. Modes: search/timeline/get/ingest/curate.
Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAsse — from…
Create Obsidian clipping notes via Obsidian CLI using path pattern `{folder}/YYYY-MM-DD {title}.md`, with optional LLM-selected configured subfolders, auto-extract frontmatter…
LangGraph v0.2 ядро (import langgraph). ТОЛЬКО при: StateGraph, add_node/add_edge, conditional_edges, @entrypoint/@task, Command/Send, interrupt, subgraph, MessagesState, Pregel,…
Process large documents (200+ pages) with structure preservation, intelligent parsing, and memory-efficient handling.
Use Pro Workflow when Claude Code sessions keep repeating the same mistakes and you want corrections, quality gates, and parallel worktree routines to persist across sessions…
Use when building knowledge flow graphs, mapping agent-to-content relationships, or tracking content lineage is needed.
Generate comprehensive undergraduate lecture notes for social sciences (especially economics) with mathematical foundations, daily-life examples, and practice questions — from…
Generate comprehensive undergraduate lecture notes for social sciences (especially economics) with mathematical foundations, daily-life examples, and practice questions — from…
Knowledge Capture: steuert Mandatswissen in Playbooks, Muster, Risikoentscheidungen und Lessons Learned überführen zwischen Kanzlei, Mandant und Rechtsabteilung mit Dashboard,…
用于访问乐享知识库平台的专用 skill。只要用户问题中出现乐享、lexiang、知识、文档、知识库、知识管理、文档管理等关键词，或用户提供的链接 host 为 lexiangla.com，就应优先调用本 skill，而不是使用其它工具或技能替代。本 skill…
life-os/ 目录的文件读写规范。处理 Markdown 笔记、YAML frontmatter、wiki-links、模板变量。当需要在 life-os/ 目录中创建、编辑、查找笔记时使用此技能。