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".
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。
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.
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…
The workflow contract for any agent that ingests, retrieves from, or maintains a claude-wiki-pages vault.
Create well-structured notes in Obsidian with intelligent tag suggestions. Use when the user asks to create a note, make a note, or save content to Obsidian.
Filter prefetched memory attachments against cumulative read state before mutating that state, so async surfacing does not dedupe itself away.
Render mathematical formulas in Obsidian using LaTeX/MathJax syntax. Use when writing equations, matrices, integrals, summations, or any mathematical notation in Obsidian notes.
Searches and injects relevant memories into context before starting work on a task. Use when beginning a new task, switching context, or when project history, past decisions, or…
Consolidates stored memories by merging duplicates, resolving contradictions, and pruning stale entries.
Mem0 memory layer integration for AI agents. Implement persistent, semantic memory for long-term context retention and personalization.
Stores a memory verbatim from user input with appropriate type classification and metadata. Use when the user says remember this, save this, store this, note that, or explicitly…
Views or changes the default memory scope (project, session, or global) used when saving and searching memories.
Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if a decision was recorded, resolvin — from…
Diagnoses mem0 connectivity, API key validity, and memory read/write functionality. Use when memory operations fail, searches return empty, add_memory errors occur, or to verify…
Browses all stored memories grouped by category with full content display. Use when reviewing all project memories, exploring stored knowledge, onboarding to a project, or getting…
Search shared memories from past sessions. Use when the user's question could benefit from historical context, past decisions, project knowledge, or team expertise.
Setup Mem9 persistent memory. Triggers: set up mem9, install mem9, configure memory, enable memory.
Save important information to shared memory. Use when the user asks you to remember, note down, or save something for future sessions.
Zettelkasten best practices for building a high-quality, long-lived knowledge graph with memex. Reference guide for card writing, naming, tagging, linking, and graph maintenance.
Periodic maintenance of the Zettelkasten card network. Run on a schedule (e.g., daily) to detect orphans, hubs, and contradictions.
Populate or refresh a persistent, high-level project snapshot in memoir. In a git repo this writes `codebase:onboard` (code-shape: modules, goals, rules, lessons) — use when: (1)…
After QA PASS, compare the Story's implementation footprint against relevant memory entries. Reports confirmed entries, contradictions, and new knowledge candidates.
Analyzes conversation history, extracts user preferences and feedback, updates memory files automatically.
Store, retrieve, search, and manage persistent memory across sessions. Triggers on: memory, store, remember, retrieve, forget, pattern, context.
Two-mode skill: (1) session memory — load/persist durable workflow state under .cc10x/ (activeContext, patterns, progress) so context survives compaction; (2) handoff package —…
Cross-reference and synthesise daily memory files into patterns, insights, and carry-forward items. Use when asked to review memory, generate weekly synthesis, find forgotten…
Validate and auto-inject the 11-key provenance frontmatter contract on memory files at write time. Use when authoring memory entries, running lint passes on memory directories, or…
Use ALWAYS. Управление базой знаний memory-compiler. Вызывай при ЛЮБОМ сообщении пользователя кроме приветствий.
Persistent project documentation system that maintains context across sessions. Creates structured Memory Bank files to preserve project knowledge, decisions, and progress.
Unified memory capture with routing - session compact or quick tips. Triggers on "memory capture", "compact session", "save session", "quick tip", "memory tips", "记录", "压缩会话".
Externalize detailed memory to Memory Bank before conversation summarization to prevent context loss. Triggers: CP, checkpoint, save, 存檔, 記一下, 保存, sync memory, dump, 先記著.
Probe memory/summary clarity via dual anchor questions: task progress, info gaps. Use when verifying session state or summary before handoff or compression.
Use when the user needs to run hoangsa-memory CLI commands — setup / index / query / watch / impact / context / changes / memory / skills / eval / uninstall.