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Corrects outdated LLM knowledge about the Vercel platform and introduces new products.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…
Answer a question from the LLM Wiki with citations. Reads the index, drills into relevant pages, and synthesizes a cited answer.
Report Lisa wiki source freshness across enabled ingestion connectors. Reads wiki config, log, source notes, and state cursors, then renders a concise read-only freshness table…
LLM.int8() and bitsandbytes 4-bit quantization (NF4/FP4) for memory-efficient LLM loading. Mixed-precision decomposition, QLoRA fine-tuning, double quantization, and GPU OOM…
自動化 LLM Wiki 知識編譯技能。當啟動時，它會掃描指定目錄下的新檔案，並依照 Karpathy 的 LLM Wiki 邏輯（Ingest -> Summarize -> Compile -> Log）將其整合進 Obsidian 知識庫。
Maintains docs/ in the Karpathy-style LLM-wiki standard. Generates docs/llms.txt (flat machine-readable index conforming to llmstxt.org), validates broken links, enforces a…
Register a project's wiki/ directory into the cross-project aggregate via symlink (whitelist mode). Use when user invokes /llm-wiki-link or asks to add a project to the…
Operate and maintain the LLM Wiki knowledge system in the Megingjord source workspace.
Operate an LLM Wiki knowledge system in any workspace using the Karpathy pattern
个人知识库构建系统（基于 Karpathy llm-wiki 方法论）。让 AI 持续构建和维护你的知识库， 支持多种素材源（网页、推特、公众号、小红书、知乎、YouTube、PDF、本地文件）， 自动整理为结构化的 wiki。 触发条件：用户明确提到"知识库"、"wiki"、"llm-wiki"，或要求对已初始化的知识库执行…
Check LLM Wiki health. Finds orphan pages, broken wikilinks, contradictions, stale content, missing pages, cross-reference gaps, and suggests improvements.
Initialize the LLM Wiki. Creates directory structure, index, log, sets up qmd collection, and runs initial ingest of all existing content from raw/, docs/, and notes/.
Optimize the LLM Wiki. Compacts verbose pages, merges near-duplicates, reorganizes misplaced content, strengthens cross-references, improves consistency, and generates missing…
Ultra-fast data discovery and loading skill for industrial finance datasets. Handles CSV, JSON, DuckDB, Parquet, and Feather with memory-efficient 2-step discovery and loading.
Inspect an existing memory corpus (wiki substrate) and align it to this repo's Obsidian-friendly note-graph conventions.
Set up a Local OS — bootstrap a local Obsidian vault as your second brain and run personalized onboarding.
Logs unanswered questions to the Knowledge Gaps list and routes them to a subject matter expert. Triggers when the assistant cannot answer a question from the Knowledge Base…
Provide commands for interacting with a local Logseq instance through its Plugin API. Use for creating pages, inserting blocks, querying the graph database, managing tasks,…
Format any content as a Logseq-compatible outline using nested bullets (no markdown headers, no bold). Works in both Claude Code and Claude Desktop.
Migrate Logseq graphs to Obsidian vaults. Use when the user wants to convert their Logseq notes to Obsidian format, migrate from Logseq, or mentions both Logseq and Obsidian in a…
Sync Logseq pages tagged with #zotero to Zotero by adding 'in_logseq' tag. Uses batch checking for efficiency. Claude Code only.
Fähigkeit, das gesamte Wiki-Wissen zu aggregieren, Inkonsistenzen zu finden und präzise Auskunft zu geben.
Use esta skill quando precisar exportar uma aula Lume (o index.html da unidade SCORM, montado em React) para um PDF A4 pronto para impressão ou salvamento.
Universal LYGO upgrade pack for all Champions. Provides a shared verification + memory-compression + seal-protocol framework (pure advisor) that boosts every Champion persona…
Universal LYGO Living Memory Library upgrade. Provides a strict, low-noise memory index (max 20 files), fragile tagging, and audit/compression workflows so Champions can retain…