向量嵌入
向量检索与嵌入工作流
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."
airweave-setup
airweave-ai
Set up and integrate Airweave into applications. Use when the user wants to install Airweave, create collections, connect data sources, configure MCP servers, or set up the SDK to integrate Airweave into their app. For developers building with Airweave.
project-onboarding
mindmorass
Onboard new projects with standardized configuration and documentation
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."
embedding-comparison
mindmorass
Compare and evaluate embedding models for semantic search
company-research
fan31415
Multi-source company research tool that generates structured due-diligence reports. Use when the user asks to research, look up, or investigate a company — including questions about shareholders, legal representative, registered capital, equity structure, beneficial owner, funding history, investors, valuation, lawsuits, court judgments, enforcement records, blacklist / dishonest debtor status, administrative penalties, operating anomalies, trademarks, patents, government procurement / bidding, recruitment profile, negative news, competitors, or industry position. Also triggers on: "帮我查一下XX公司", "XX公司背景", "XX的股东是谁", "XX有没有诉讼/被执行/失信", "XX融了多少钱", "XX股权结构", "尽调", "公司调研", "公司背景调查", "is X company reliable", "due diligence on X", "background check on X company".
search-specialist
liuchiawei
Expert web researcher using advanced search techniques and
intercom-daemon
fast-gateway-protocol
Fast Intercom customer messaging operations via FGP daemon. Use when user needs to create contacts, send messages, manage conversations, or search users in Intercom. Triggers on "intercom contact", "send intercom", "intercom message", "list conversations", "intercom user".
cross-env-postgresql-extensions
jovermier
Activate when creating database migrations that enable or disable PostgreSQL extensions. Provides the DO block pattern for cross-environment compatibility between Nhost Cloud, CNPG (CloudNativePG), and other PostgreSQL environments.
gam-researcher-agent
starwreckntx
Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).
daggerheart-core-rules
wayfarerboy
Comprehensive guide to the Daggerheart Tabletop Roleplaying Game (TTRPG). Use this skill when users ask questions about Daggerheart rules, character creation, classes, gameplay mechanics, GM guidance, adversaries, or lore.
social-monitoring
graemerycyk
"Monitor Reddit, Twitter/X, Product Hunt, and community forums for customer sentiment, feature requests, and market trends. Use when a PM needs voice-of-customer insights from public discussions."
gmail-intelligence
ashleytower
Transform Gmail into a business intelligence system for MTL Craft Cocktails. Answer questions about emails, detect leads, draft responses, and track client communications with context about the cocktail catering business.
vector-databases
pluginagentmarketplace
Vector database selection, indexing strategies, and semantic search optimization.
gluestack-ui-v4:styling
gluestack
Styling patterns for gluestack-ui v4 - covers semantic tokens, spacing, dark mode, variants with tva, and className merging.
parent-no-raw-loops
copyleftdev
Write C++ code following Sean Parent's "No Raw Loops" philosophy. Emphasizes algorithm-based thinking, composition over iteration, and treating code as mathematical reasoning. Use when refactoring or writing new C++ to maximize clarity and correctness.
visual-design
teslasoft-de
Create visual designs, design systems, and UI specifications. Use for typography scales, color systems, layout grids, component design, and accessibility compliance. Covers OKLCH color spaces, variable fonts, fluid typography, design tokens (W3C DTCG), and Atomic Design methodology. Keywords: UI design, color palette, design tokens, WCAG contrast, component library.
gluestack-ui-v4:validation
gluestack
Validation checklist and anti-patterns for gluestack-ui v4 - use for code review, checking implementation quality, and identifying common mistakes.
x-search
iamladi
Search X/Twitter for real-time developer discourse, product feedback, community sentiment, and expert opinions. Use when user says "x search", "search x for", "search twitter for", "what are people saying about", or needs recent X discourse for context (library releases, API changes, product launches, industry discussion).