◆Knowledge Management pack

Extract structured domain knowledge from AI models in-session or from local open-source models via Ollama. No API key needed.

Save URLs with auto-extracted insights, credibility scoring, and vault routing

Compiled CLI covering all 52 endpoints of the Anytype local API — objects, properties, tags, search, chat, files — one binary, no MCP server needed.

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

Working notes for the data sync helper.

Prepare clear continuation notes for another developer or AI agent picking up the work. Use this skill when a task is partially complete and work will continue later/by someone else, when ending a session with open threads, or when explicitly asked for handoff/continuation notes. Distinct from Document the Work (which updates permanent project docs) — handoff notes are about the current state and what's next.

你负责在 run 收尾后先判断是否需要沉淀知识对象，再生成对外交付报告与 session artifacts。`r`n`r`n你不参与当前 run 的前置方向建议，也不读取 triage 的知识匹配结果来反向做 dispatch。

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Restructure nested folder hierarchies into flat, machine-readable layouts. Bash-based with intelligent merge logic.

Shared cooking recipe definition kept in multiple agent installs so any host can answer recipe questions consistently.

Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".

飞书多维表格（Bitable）的创建、查询、编辑和管理工具。包含 27 种字段类型支持、高级筛选、批量操作和视图管理。 **当以下情况时使用此 Skill**： (1) 需要创建或管理飞书多维表格 App (2) 需要在多维表格中新增、查询、修改、删除记录（行数据） (3) 需要管理字段（列）、视图、数据表 (4) 用户提到"多维表格"、"bitable"、"数据表"、"记录"、"字段" (5) 需要批量导入数据或批量更新多维表格

Notion API for creating and managing pages, databases, and blocks.

Use this skill when the user wants to detach, archive, purge, or otherwise change the lifecycle state of an Obsidian project knowledge base.

Airtable base, view, and record-pane guidance.

技术会议纪要模板，自动整理会议要点、行动项和决策记录

A skill with extra frontmatter fields.

Contextual reasoning and knowledge retrieval system that indexes documents, provides semantic search capabilities, analyzes meeting transcripts, tracks decision history, and builds knowledge graphs for intelligent information retrieval and contextual insights.

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

When ending a work session and wanting to capture what was accomplished, what was learned, and what to do next. Use when the user says "session review," "what did we do," "wrap up," "summarize session," "weekly review," "retrospective," "what happened today," "debrief," or at natural session endings. Reviews the session transcript, extracts learnings, identifies patterns, and produces an actionable summary.

Reference ARE scope, canon, denominations, translations, Pew US shares, and free API providers for Judaism, Christianity, and Islam. Use before answering canon or denomination questions, choosing a translation, writing scripture fetch code, checking whether a tradition is in scope, or explaining LDS, Catholic, Orthodox, Jewish, or Islamic reference coverage. Preserve denominational variation, source dates, licensing, and known API gaps.

Read and write Notion databases: property types, pagination, and rate limits that appear only at scale.

Turn a repeatable workflow from the current session into a reusable OMC skill draft

Confluence API integration with managed OAuth. Manage pages, spaces, blogposts, comments, and attachments. Use this skill when users want to create, read, update, or delete Confluence content, manage spaces, or work with comments and attachments. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

Use this skill whenever an agent needs to export, capture, ingest, summarize, route, deduplicate, or reconcile a conversation or content artifact into Notion. It guides connector-enabled agents through choosing a Notion page versus database destination, resolving a workspace-specific URL or ID, inspecting page content or data-source schema before writing, mapping thread metadata and reusable extracts, creating or updating records safely, and verifying the result. Trigger for ChatGPT, Claude, Per

Review reusable project knowledge and decide what belongs in project memory, notepad, or durable docs

說明 mcp-obsidian 的工具能做到什麼、不能做到什麼，以及如何使用，減少錯誤嘗試。 Use when users request (1) mcp-obsidian usage guide, (2) Obsidian MCP integration, (3) "mcp-obsidian 指南", (4) "Obsidian MCP 工具", (5) "如何使用 Obsidian MCP".

Confluence Cloud page and editor guidance.

Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian daily notes, plan notes, and hub updates.

Create a structured session handoff document for continuity across sessions. Use when ending a work session, switching contexts, or before a break. Captures decisions, progress, code changes, and next steps so a future session can pick up where you left off without losing context.

Fetch or integrate scripture passages from Judaism, Christianity, or Islam through the ARE free anonymous providers. Use for verse lookup, API endpoint and reference-format questions, translation IDs, normalization, attribution, error handling, fallback routing, or denomination-aware scripture UI work. Covers Sefaria, bible-api.com, Quran.com with AlQuran.cloud fallback, and LDS Standard Works routing. Never invent text or silently change translations.

After completing a significant task or experiment, documents what worked, what failed, and key learnings. Failed attempts get documented first - they're read more than successes. Use when a multi-step task finishes or when the user says "done", "finished", or asks for a summary.

Manage knowledge bases and documentation with Confluence Cloud. Use when a user asks to create or manage Confluence spaces, pages, and blogs, build documentation systems, automate page creation from templates, use Confluence REST API v2, manage page trees and hierarchies, set up permissions, integrate Confluence with Jira or other tools, generate reports from Confluence data, build macros or Forge apps, or migrate content between spaces. Covers content management, API automation, templates, and

Retrieve targeted knowledge from curated sources — register specific files or line ranges as knowledge artifacts, then search or dump them to build focused agent context. KR and KRs refer to knowledge registries.

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Query and edit a SiYuan knowledge base via its API.

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

Minimal valid description

Use when CrossFrame Suite routes explicit Chinese casebook work: turning materials into reusable cases, anonymized entries, mechanisms, and retrieval indexes.

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Use this skill when the user wants to repair or strengthen Obsidian wikilinks among existing canonical project notes, especially across papers, knowledge notes, experiments, results, and writing.

Bridges session memory to persistent storage across conversations. Use when continuity needed or user says remember this, persistent memory. Triggers: r emember this, persistent memory, save to memory, recall later.

Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.

When compressing observations, decisions, state, and relationships into a memory file, continuity document, decision log, or any artifact intended for both human scanning and future-agent loading, use FlowScript notation — a semantic marker system with required fields that forces precision while compressing density. Markers cover state lifecycle (?, thought:, ✓), waiting/parking/decided states with required rationale fields, relationship indicators (->, <-, <->, ><[axis]), and confidence/urgency

Persistent agent state (continuity files, project memory, identity documents, accumulated decisions, "facts" sections) drifts from reality over time as the world changes and old assertions go stale. Use this skill to dispatch a fresh-context adversarial reviewer against accumulated state with explicit reality-check questions, surface stale facts and outdated claims, then archive or update what's drifted. Distinct from cold-read (which reviews fresh drafts pre-commit) — drift-detection reviews ST

Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.

Persists agent artifacts to cloud drive storage. Use when saving reports, ba ckups, or user says save to drive, persist output. Triggers: save to drive, persist output, upload report, cloud backup.

At the end of a meaningful work session, compress what happened into a structured continuity update using FLOW methodology — extract episodes (factual record), update state and top-of-mind salience, rewrite recent narrative, evaluate which developing patterns graduate to proven via citation-validated 3x rule, demote patterns that no longer hold under new evidence, archive temporally stale material, and commit. Use when the user says "wrap", "update continuity", "close out the session", or when a

Maps a recurring strategic decision into an honest yes/no decision tree, rendered as Mermaid, with unanswerable questions marked as open gaps that double as a reading list. Use for recurring judgment calls, not one-off choices.

Extract manually supplied Claude conversations into standalone, actionable Markdown. Use when the user pastes a Claude chat, Project excerpt, Artifact, Research or web-search output, prompt-response sequence, uploaded-file reference, or export excerpt and wants its goals, reasoning, decisions, reusable assets, next actions, provenance, and missing sidecars preserved at rapid, balanced, comprehensive, essential, substantial, exhaustive, scan, distill, or catalog depth. Use for control-all copies,

When starting or ending a work session, or when context files need maintenance. Use when the user says "boot up," "morning briefing," "end session," "session review," "what changed," "sync state," "kairos," "dream," "consolidate," "session start," or at the natural beginning/end of any significant work session. Implements structured session lifecycle with intelligent context loading, state diffing, and memory consolidation.

Use when video content needs to be extracted as text: pasted YouTube links or IDs, requests to transcribe, summarize, quote, translate, convert video to text, or extract information from video content. Also use when a user shares a video URL without explanation and wants to know what it says. Not for uploads or account management.

Capture and organize learnings from coding experiences, debugging sessions, and problem-solving. Use when: the user wants to save a learning, document a discovery, record a pattern, or create a reference for future work. Do NOT use when: creating project documentation (use docs), writing PRDs (use create-prd), or when the user wants to read existing learnings without creating new ones.

Dropbox API integration with managed OAuth. Files, folders, search, metadata, and cloud storage. Use this skill when users want to manage files and folders in Dropbox, search content, or work with file metadata. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key.

Companion to atlas-contract. Auto-invoked by its Final Audit on caught drift; also use after Post Reviews or user requests to record a mistake. Distills drift into WHEN/DON'T/INSTEAD clauses, writes to Atlas.md after confirmation.

Capture a recurring task as either a backlog entry or a new skill skeleton. Use when the user says "I keep doing X", "this is the third time", "make this a skill", "let's capture this", or at the natural end of a work session when a repeatable pattern just occurred. Extracts the pattern from conversation context (tools used, sequence of steps, input/output formats, corrections made) and produces either a BACKLOG.md line or a SKILL.md skeleton following this repo's conventions — not full skill au

處理 Obsidian 筆記中 frontmatter 標籤（tags）的技能的技能，包括新增、驗證、格式化與提取。 Triggers when user mentions: - "添加 Obsidian 標籤" - "管理 Obsidian tags" - "Obsidian 前頁標籤 / frontmatter tags" - "obsidian 標籤格式 / tag format" - "驗證 Obsidian 標籤 / validate Obsidian tags"

由 Obsidian CEO Steph Ango (kepano) 亲自开源的官方技能集，为 AI Agent 提供专业的 Obsidian 操作能力。

Manage Apple Notes via memo CLI: create, search, edit.

Extract manually supplied Claude conversations into standalone, actionable Markdown. Use when the user pastes a Claude chat, Project excerpt, Artifact, Research or web-search output, prompt-response sequence, uploaded-file reference, or export excerpt and wants its goals, reasoning, decisions, reusable assets, next actions, provenance, and missing sidecars preserved at rapid, balanced, comprehensive, essential, substantial, exhaustive, scan, distill, or catalog depth. Use for control-all copies,

A latticework thinking advisor built on Charlie Munger's mental models framework. Activate only when the user faces a genuine judgment call — where the right answer depends on their specific situation, risk tolerance, goals, or context. Do NOT activate for: (1) information retrieval with standard answers, (2) execution tasks where the user is asking for help implementing something — even if phrased as "what do you think" or "how would you approach this", (3) casual or ambiguous phrasing mid-task

Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into Obsidian experiment and result notes.

Use when CrossFrame Suite routes explicit Chinese notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.

更新飞书云文档。支持 7 种更新模式：追加、覆盖、定位替换、全文替换、前/后插入、删除。

OverKill Hill P³ ChatGPT project migration. Use when migrating, preserving, extracting, inventorying, normalizing, reconciling, or incorporating ChatGPT project threads, conversation exports, or complete chat histories into a repository. Also activate when a user needs a lossless thread archive, project-to-export crosswalk, provenance ledger, or public-safe distillation workflow. This is the authoritative capture and reconciliation process for ChatGPT project material in this repo -- use it even

Create a durable continuation record when work pauses, becomes blocked, crosses a machine, or crosses an agent host. Use after substantial work or when the owner asks for a handoff. Record changed files, reasoning, evidence tiers, validation, limitations, and the exact next action without relying on chat memory.

Builds structured knowledge graphs from text and sessions. Use when organizi ngentities and relations or user says knowledge graph, map entities. Trigger s:knowledge graph, map entities, build graph, entity map.

Evaluate, adapt, and safely install Context Kit personal context artifacts for Claude Code or adjacent agent workflows.

Automatically evaluates OmA sessions to extract reusable patterns (error resolutions, workarounds, conventions) and save them to `.omg/rules/learned/`.

Extract manually supplied Mistral Vibe or former Le Chat conversations into standalone, actionable Markdown. Use when the user pastes a Vibe Work, Chat, or Code thread, Canvas, plan, tool trace, approval request, connector result, file analysis, prompt-response sequence, or export excerpt and wants its goals, reasoning, decisions, reusable assets, next actions, provenance, and missing sidecars preserved at rapid, balanced, comprehensive, essential, substantial, exhaustive, scan, distill, or cata

Saves conversation history to session log files. Use when user says "保存对话", "保存对话信息", "记录会话", "save session", or "save conversation". Automatically creates timestamped session log in sessions/ directory.

Expert guide for the NotebookLM CLI (`nlm`) and MCP server - interfaces for Google NotebookLM. Use this skill when users want to interact with NotebookLM programmatically, including: creating/managing notebooks, adding sources (URLs, YouTube, text, Google Drive), generating content (podcasts, reports, quizzes, flashcards, mind maps, slides, infographics, videos, data tables), conducting research, chatting with sources, or automating NotebookLM workflows. Triggers on mentions of "nlm", "notebookl

OverKill Hill P³ ChatGPT project migration. Use when migrating, preserving, extracting, inventorying, normalizing, reconciling, or incorporating ChatGPT project threads, conversation exports, or complete chat histories into a repository. Also activate when a user needs a lossless thread archive, project-to-export crosswalk, provenance ledger, or public-safe distillation workflow. This is the authoritative capture and reconciliation process for ChatGPT project material in this repo -- use it even

Bridge material for Layer-2 Hermes packaging.

Instructions only skill

Transcribes audio/video files to text. Uses Whisper (openai-whisper) or Vosk (offline) as optional backend — both are detected via presence check. Without backend: placeholder mode with dummy output (dry-run).

- **Role**: Niklas Luhmann for the AI age—turning complex tasks into **organic parts of a knowledge network**, not one-off answers.

Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters). Built-in adapters for X/Twitter, YouTube transcripts, Hacker News threads, and generic pages via Defuddle. Handles login/CAPTCHA via interaction wait modes. Use when user wants to save a webpage as markdown.

Semantic + keyword search and connection-discovery across the user's own Apple Notes via the apple-notes MCP server. Use when the user wants to find, recall, or synthesize something from their notes, or surface non-obvious bridges/related notes. macOS, on-device.

Internal specialist skill for Produce BugFull and BugCard outputs and maintain reusable knowledge.. Use when `rdc-debugger` dispatches report-knowledge-curator work.

Analysiert bereitgestellte Medienlisten und Metadaten unabhängig von einer bestimmten Medien-App.

Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

A flat-file, agent-friendly mirror of every NY Tech Week 2026 event (June 1–7, NYC). Use when planning a Tech Week schedule, filtering events for a specific person/company, or analyzing the event landscape (top hosts, neighborhoods, capacity). 1,410 events with full descriptions, RSVP links, hero images, and 2,406 resolved host profiles.

Hybrid local search over notes, docs, and transcripts.

Extract manually supplied ChatGPT conversations into standalone, actionable Markdown. Use when the user pastes a ChatGPT chat, Project thread, Canvas, Deep Research report, search answer, prompt-response sequence, generated file or image reference, or export excerpt and wants its goals, reasoning, decisions, reusable assets, next actions, provenance, and missing sidecars preserved at rapid, balanced, comprehensive, essential, substantial, exhaustive, scan, distill, or catalog depth. Use for cont

Workflow for working with Dan on changing how Obsidian looks using CSS snippets. Use this whenever Dan asks to restyle Obsidian, tune a vault's visual layout, adjust tabs, sidebars, note surfaces, properties, backlinks, graph panes, file explorer rows, icons, links, shadows, active states, or CSS snippets. Also use it when Dan says a visual CSS change did nothing, still looks wrapped, is not lifted, is unreadable, or needs to be refactored without changing the current appearance.

Google Drive navigation and result-reading guidance.

Knowledge-base steward in the spirit of Niklas Luhmann's Zettelkasten. Default perspective: Luhmann; switches to domain experts (Feynman, Munger, Ogilvy, etc.) by task. Enforces atomic notes, connectivity, and validation loops. Use for knowledge-base building, note linking, complex task breakdown, and cross-domain decision support.

Pathfinder traversal of the knowledge graph starting from a seed entity

**Purpose:** Pre-ingestion verification system that enforces epistemic quality before documents enter RAG knowledge bases. Produces Clarity-Gated Documents (CGD) compliant with the Clarity Gate Format Specification v2.1.

ClawNotes (https://clawnotes.ai) is a social content platform where AI agents and humans interact as equals. Post your own thoughts, comment on others' posts, follow interesting creators, and browse a community feed covering topics from technology to philosophy. Agents can register with one API call and start participating immediately. Think of it as a public forum for agents and humans to exchange ideas.

Preserve one raw idea, file, link, transcript, or request in a project inbox with provenance and minimal handling. Use when material first arrives and must be captured before interpretation, grouping, scoping, or promotion. Do not use for batch triage or lifecycle decisions.

Extract pasted or uploaded AI chat threads into standalone, actionable Markdown. Use when the user wants to evacuate context from ChatGPT, Claude, Gemini, Perplexity, Microsoft Copilot, Grok, Mistral Vibe, an unknown AI platform, or a mixed transcript; preserve goals, decisions, reasoning, next actions, prompts, code, files, images, citations, canvases, artifacts, diagrams, and provenance; resolve uncertain speaker boundaries; or requests rapid, balanced, comprehensive, essential, substantial, e

Extract manually supplied Google Gemini conversations into standalone, actionable Markdown. Use when the user pastes a Gemini chat, Gem output, Canvas, Deep Research report, Workspace-grounded answer, file analysis, prompt-response sequence, image or audio reference, or export excerpt and wants its goals, reasoning, decisions, reusable assets, next actions, provenance, and missing sidecars preserved at rapid, balanced, comprehensive, essential, substantial, exhaustive, scan, distill, or catalog

Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.

Extract tribal knowledge from code, documentation, and commit history to preserve institutional memory

Use when testing generic-prose rejection.

Read this skill when you need to use Notion. Don't have to open a browser tab.