Break any problem down to fundamental truths, then rebuild solutions from atoms up. Use when user says "firstp", "first principles", "from scratch", "what are we assuming", "break this down", "atomic", "fundamental truth", "physics thinking", "Elon method", "bedrock", "ground up", "core problem", "strip away", or challenges assumptions about how things are done.
Manage a local GitHub knowledge base and provide GitHub search capabilities via gh CLI. Use when users ask about repos, PRs, issues, request to clone GitHub repositories, explore codebases, or need information about GitHub projects. Supports searching GitHub via gh CLI and managing local KB with GITHUB_KB.md catalog. Configure via GITHUB_TOKEN and GITHUB_KB_PATH environment variables.
Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs RAG/semantic search, or wants to start a local web UI for their docs.
Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memory_search vs Graphiti.
Verify information by performing an internet lookup before answering questions.
Archive Clawdbot conversation media (photos, videos) to a local folder. Works with any sync service (Dropbox, iCloud, Google Drive, OneDrive).
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.md, daily logs, and vector search setup.
NotebookLM CLI automation for this workspace: authenticate/login, list/create/use/rename/delete notebooks, ask/configure chat, manage sources/notes/sharing, research status, and generate/download artifacts via `uv run tiangong-workspace notebooklm ...`. Use when tasks involve NotebookLM notebooks, sources, notes, sharing, research, or generated outputs (slide decks, flashcards, reports, etc.).
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step actions as graph transformations, or when skills need to share state. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", entity CRUD, or cross-skill data access.
Search Reddit for subreddits and get information about them.
Priority live web search for real-time information
Search and retrieve ServiceNow documentation, release notes, and developer docs (APIs, references, guides). Uses docs.servicenow.com via Zoomin and developer.servicenow.com APIs for developer topics.
Share memories and state with other users. Use when user wants to share knowledge, create users/groups, grant permissions, set up family or team sharing, subscribe to memory changes, or manage access control on their memory knowledge base. This shared memory skill uses Ensue - a shared memory network for agents.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Search skills.sh registry from CLI. Find and discover agent skills from the skills.sh ecosystem.
Generate contextual follow-up suggestions after AI responses. Shows 3 clickable buttons (Quick, Deep Dive, Related) when user asks for "followups".
Store and retrieve memories using the SuperMemory API. Add content, search memories, and chat with your knowledge base.
