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.
面向AI Agent的类型化知识图谱系统，提供实体关系建模、约束校验引擎、模式演进管理、图遍历规划四大核心能力. 内置15+实体类型与7类约束规则，支持append-only历史保留与三步迁移法，确保模式变更不破坏旧数据. 将多步计划建模为图操作序列，每步执行前自动校验约束，违反约束自动回滚.
面向AI Agent的类型化知识图谱系统基础版，提供实体关系建模、约束校验、图遍历查询三大核心能力. 内置Person/Project/Task等基础实体类型与required/enum/forbidden_properties等约束规则. 支持按类型与条件查询实体、关联查询、依赖关系遍历.
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…
Framework for when to use Skills, Agents, or Patterns for organizing knowledge in the ADLC platform with decision criteria and migration strategies
Help organize, link, and maintain the Basic Memory knowledge graph - find orphan notes, suggest relations, identify duplicates, and improve overall knowledge structure
Distilla una competenza ricorrente — non conoscenza di dominio — in un file operativo denso salvato in 00_context/knowledge_pills/, da richiamare invece di rispiegare.
Operate the local-first Weblyfe knowledge pipeline for ingesting documents and workspace content, embedding locally, semantic search, and graph exploration.
The execution cascade that curates a staged document and publishes it to a shared knowledge system: triage, distill, dedup, tag, route to a writable world, human-gate, publish…
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…
Procedura bezpiecznego rozszerzania taksonomii, gdy żaden istniejący tag ani klaster nie pasuje do treści bez naciągania: zatrzymanie bieżącego ingestu, dowód próby dopasowania,…
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…
Initialize or repair a project's knowledge graph in Nimbalyst trackers -- define the entity, claim, question, finding, and investigation kinds, merge the predicate registry,…
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.
Cross-project pattern recognition — abstract, generalize, connect, store at the highest true level
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 /…
Analyze how civilizations organize, preserve, and transmit knowledge: oral traditions, the invention of writing, libraries including Alexandria, universities, the printing press,…
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.
Talk to Koerner Office King Of Hustle about their expertise. Koerner Office King Of Hustle provides authentic advice using their mental models, core beliefs, and real-wor — from…
Classify curriculum content into Know, Understand, and Do categories to align teaching and assessment approaches.
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.
Turn your notice period into a handoff that makes you missed for the right reasons — the transition doc nobody has to call you about, the knowledge-transfer sessions, and the…
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,…
Generuje draft pełnego opisu narzędzia (encja "Narzędzie") dla zaakceptowanego kandydata-narzędzia z bazy Lenie, wzorem istniejącego szablonu Obsidian "appliaction description",…
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。
Discover and add wiki-links between notes. Use when asked to "find connections", "link this note", "what should I link to", or "connect my notes".
Triggered when the user types /lint or asks to health-check the Obsidian Vault. Scans the wiki/ directory to identify structural issues, orphan pages, broken wikilinks, stale…
Scaffold a domain-expert "digital staff" role over the wiki — a dual-runtime subagent (Claude + Codex) plus a staff doc page — from a config.staff[] entry.
Produce sanitized Confluence source notes for lisa-wiki ingest via the Atlassian MCP. Use only when lisa-wiki-ingest routes to the confluence connector. Read-only; tenant-guarded.
Produce sanitized JIRA source notes for lisa-wiki ingest via the Atlassian MCP. Use only when lisa-wiki-ingest routes to the jira connector. Read-only; tenant-guarded.
Ingest the agent's PROJECT-SCOPED memory into a sanitized source note. Use only when lisa-wiki-ingest routes to the memory connector.
Produce sanitized Notion source notes for lisa-wiki ingest via the Notion MCP. Use only when lisa-wiki-ingest routes to the notion connector. Read-only; teamspace-guarded.
Ingest the wiki's own digital-staff roster (config.staff[] + wiki/staff/*) into a sanitized source note. Use only when lisa-wiki-ingest routes to the roles connector.
Health-check the LLM Wiki. Reports orphan pages, contradictions, stale claims, broken internal links, missing index/log coverage, structure-manifest violations, and secret/tenant…