Knowledge Gap Mapper skill for memory knowledge operations in Creative Liberation Engine V6.
Keep a team knowledge base alive — the gardener role and its weekly half-hour, the rot signals (stale pages, orphans, duplicates) and their fixes, the capture funnels that feed…
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…
Build structured knowledge graphs from unstructured text by extracting entities, mapping relationships, generating graph triples, and visualizing the result.
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
Store facts as entities and relationships when questions depend on connections rather than similarity.
知识图谱工具(专业版)面向团队与企业,提供完整的嵌入式知识图谱能力,含加密保险库、离线可视化、跨Agent协作与内存自动导入。核心能力: - 全量查询、合并、嵌套、整理能力 - 加密保险库:密钥/令牌加密存储,权限隔离 - 离线HTML可视化:自包含图谱交互页面 - 跨Agent只读+写入:多Agent共享知识 - 内存自动导入:从会话历 — from…
Embedded knowledge graph for persistent structured knowledge。ALWAYS use proactively — do NOT wai。Use when 需要AI模型调用、智能对话、Agent编排、LLM应用时使用。不适用于需要100%确定性的关键决策。
知识图谱工具(专业版)面向团队与企业,提供完整的嵌入式知识图谱能力,含加密保险库、离线可视化、跨Agent协作与内存自动导入。核心能力: - 全量查询、合并、嵌套、整理能力 - 加密保险库:密钥/令牌加密存储,权限隔离 - 离线HTML可视化:自包含图谱交互页面 - 跨Agent只读+写入:多Agent共享知识 - 内存自动导入:从会话历 — from…
昇腾知识库的周期性维护引擎。扫 postmortems/ 新增记录（含 agent 自起草的候选 case）， 结构化升格到 Tier 2、校验 references 完整性、检测值重复、重算 confidence_score、 软退休过期 case、重生成 CHEATSHEET.md。建议每周运行。产出 PR 交领域 owner 审。
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.
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.
Search shared knowledgebase content using docs_tools (BM25 + fallback keyword scoring) before answering from memory.
Maintain docs/[version]/known-gaps.md - a per-version log of items that were not implemented, deferred, buggy, suppressed, or left without coverage at the.
Analyze historical failure rates for Known Build Error issues by mining the edit history of issue bodies.
妥協点・既知不具合・V2 候補を文書化し、次の担当者が再開可能な形に整備する。Use when: WF-05 Verify & Handoff で handoff パッケージを仕上げる時、今回のスコープ外を明示的に残したい時。
Use Knudg as agent-facing orchestration: spawn a parallel Knudg sub-agent, build a sanitized task profile, search the configured backend, return compact nudger verdicts, and offer…
Manage grocery shopping on Knuspr.de via the knuspr-cli. Use for product search, cart management, delivery slot reservation, shopping lists, order history, deals, favorites, and…
Automate Ko Fi tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
한국어 콘텐츠를 생성형 AI(ChatGPT, Perplexity, Gemini, Claude 등)의 응답에 더 잘 인용되도록 GEO(Generative Engine Optimization) 최적화 변환·진단을 수행하는 스킬.
한국어 산문을 쓰고 다듬는다. 보고, 요약, 설명, md 문서, README, 가이드, 설계 문서, 회의록, 릴리스 노트, 주석, 채팅 답변이 대상이다. 번역투와 AI 말투를 걷어내고, 두괄식으로 구조를 잡고, 근거와 추정을 갈라 쓰고, 용어를 고정한다.