向量嵌入
向量检索与嵌入工作流
discord-daemon
fast-gateway-protocol
Fast Discord operations via FGP daemon - 60-120x faster than MCP. Use when user needs to send messages, manage servers, check channels, read messages, or interact with Discord bots. Triggers on "send discord message", "check discord", "post to discord", "list discord servers", "discord channel", "discord DM".
design
AlexanderStephenThompson
Design and UI standards for accessibility, semantic HTML, and responsive layouts
rag-builder
mindmorass
Build Retrieval-Augmented Generation systems with vector databases
spotify-daemon
fast-gateway-protocol
Fast Spotify operations via FGP daemon - 20-50x faster than MCP. Use when user needs to control playback, search tracks, manage playlists, or check what's playing. Triggers on "spotify play", "what's playing", "spotify search", "add to playlist", "spotify pause", "now playing".
web-research
mindmorass
Web search with automatic Qdrant storage for building persistent knowledge
tap-ads
tap-co
Complete advertising skill for campaign planning, media buying, inventory search, and budget optimization across radio, TV, podcasts, and digital platforms.
imessage-daemon
fast-gateway-protocol
Fast iMessage operations via FGP daemon (macOS only) - 480x faster than alternatives. Use when user needs to send/read iMessages, search conversations, check unread messages, or find follow-ups. Triggers on "send message", "text someone", "check messages", "search iMessage", "send text", "unread messages", "iMessage to".
ddgr
ysm-dev
Search the web using DuckDuckGo via the ddgr CLI tool. Use when the user asks to search the web, look something up online, find information on the internet, get instant answers, or needs current/real-time data. Also use for DuckDuckGo Bang searches (e.g., "!w" for Wikipedia, "!so" for StackOverflow).
memory-systems
fefogarcia
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
slack-daemon
fast-gateway-protocol
Fast Slack operations via FGP daemon - 50x faster than MCP. Use when user needs to send messages, check channels, search Slack, manage workspace, or read mentions. Triggers on "send slack message", "check slack", "post to channel", "search slack", "list channels", "slack DM", "slack mentions".
exploring-in-parallel
oryanmoshe
Parallelizes codebase exploration and research by launching multiple subagents simultaneously. Use when exploring codebases, researching questions, investigating bugs, gathering context from multiple sources, or any task requiring search across multiple files, patterns, or directories. Triggers on research, exploration, debugging, "why does this happen", "how does X work", or multi-file investigation.
wordspace
frames-engineering
CLI for bootstrapping and managing wordspace projects
google-drive-daemon
fast-gateway-protocol
Fast Google Drive operations via FGP daemon - 40-80x faster than MCP. Use when user needs to list files, upload files, download files, search Drive, or share documents. Triggers on "list drive files", "upload to drive", "download from drive", "search drive", "share file", "google drive", "drive folder".
microsoft-docs
mindmorass
Search and fetch Microsoft Learn documentation
content-strategy
fefogarcia
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.
notion-daemon
fast-gateway-protocol
Fast Notion operations via FGP daemon - 40-80x faster than MCP. Use when user needs to search Notion, create pages, update databases, query tables, or manage workspace. Triggers on "search notion", "create notion page", "update notion", "list notion databases", "notion query", "add notion row".
youtube-music-openclaw
miwgel
Control YouTube Music with natural language - search, play, pause, skip, volume, shuffle
news-tracking
graemerycyk
"Track industry news, competitor announcements, analyst reports, and market developments. Use when a PM needs to stay current on market trends and competitive moves."
app-store-marketing
mmcmedia
App Store Optimization (ASO) and mobile app marketing expert. Specializes in App Store and Google Play optimization, user acquisition, and app launch strategies. Use when launching apps, optimizing store listings, or planning mobile marketing campaigns.
atlassian-search-company-knowledge
monkey1sai
'Search across company knowledge bases (Confluence, Jira, internal docs)
signal-history-search
NicolaiSchmid
Search Signal Desktop message history on macOS with sub-second query times. Queries the encrypted SQLite database directly without export overhead.
contacts-daemon
fast-gateway-protocol
Fast Contacts operations via FGP daemon (macOS only) - 30-60x faster than alternatives. Use when user needs to search contacts, get phone numbers, find email addresses, or manage address book. Triggers on "find contact", "get phone number", "search contacts", "who is", "contact info", "lookup contact", "phone for".
exa-search
NicolaiSchmid
Search the web using Exa's AI-powered search API. Supports semantic search, content extraction, direct answers, and deep research with structured output.
competitive-research
graemerycyk
"Research competitors using web search, product pages, review sites, and public data. Use when a PM needs competitive intelligence, feature comparisons, or market positioning analysis."