superpowers

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores requirements and design before implementation.

Execute plan in batches with review checkpoints

Create detailed implementation plan with bite-sized tasks

Use this agent when a major project step has been completed and needs to be reviewed against the original plan and coding standards. Examples: <example>Context: The user is creating a code-review agent that should be called after a logical chunk of code is written. user: "I've finished implementing the user authentication system as outlined in step 3 of our plan" assistant: "Great work! Now let me use the code-reviewer agent to review the implementation against our plan and coding standards" <commentary>Since a major project step has been completed, use the code-reviewer agent to validate the work against the plan and identify any issues.</commentary></example> <example>Context: User has completed a significant feature implementation. user: "The API endpoints for the task management system are now complete - that covers step 2 from our architecture document" assistant: "Excellent! Let me have the code-reviewer agent examine this implementation to ensure it aligns with our plan and follows best practices" <commentary>A numbered step from the planning document has been completed, so the code-reviewer agent should review the work.</commentary></example>

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.

This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.

Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides modern web-based poster design with responsive layouts and easy visual integration.

Implement Proposal Cluster Learning (PCL) for Weakly Supervised Object Detection (WSOD). This skill implements the methodology from the IEEE TPAMI paper "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection" by Tang et al. Enables training object detectors using only image-level labels without bounding box annotations.

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.

When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says "CRO," "conversion rate optimization," "this page isn't converting," "improve conversions," "why isn't this page working," "my landing page sucks," "nobody's converting," "low conversion rate," "bounce rate is too high," "people leave without signing up," or "this page needs work." Use this even if the user just shares a URL and asks for feedback — they probably want conversion help. For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' or 'grow my following.' Use this for any social media content creation, repurposing, or scheduling task. For broader content strategy, see content-strategy.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. Use when user wants to understand unfamiliar code, create onboarding docs, document architecture, or explain how the system works.

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Accelo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Acculynx tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Adyntel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Aero Workflow tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Aeroleads tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Affinity tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Agencyzoom tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Agiled tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Agility CMS tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.

Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Aivoov tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Algolia tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate All Images AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Alpha Vantage tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Altoviz tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Alttext AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Amazon tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ambient Weather tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Amcards tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Anchor Browser tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Anonyflow tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Anthropic Admin tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management. Always search tools first for current schemas.

Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apex27 tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate API Bible tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate API Labz tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate API Ninjas tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate API Sports tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Api2pdf tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apiflash tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks, and retrieve crawl results through the Composio Apify integration.

Automate Apilio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apipie AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apitemplate IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apiverve tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages, and build targeted outreach lists -- using natural language through the Composio MCP integration.

Automate Appcircle tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Appointo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Appveyor tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Aryn tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ascora tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.

Automate Asin Data API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Astica AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Async Interview tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Atlassian tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes, list attributes, and navigate your relationship data -- using natural language through the Composio MCP integration.

Automate Auth0 tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Autobound tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Axonaut tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ayrshare tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Backendless tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bannerbear tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bart tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Baselinker tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Baserow tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Basin tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Battlenet tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Beaconchain tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Beaconstac tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Beamer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Beeminder tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bench tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Benchmark Email tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Benzinga tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bestbuy tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Better Proposals tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Better Stack tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bidsketch tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Big Data Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bigmailer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bigpicture IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bitquery tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bitwarden tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Blackbaud tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Blackboard tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Blocknative tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Boldsign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bolna tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Boloforms tasks via Rube MCP (Composio). Always search tools first for current schemas.

When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' or 'should I run ads.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see page-cro.

Automate Bolt Iot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bonsai tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bookingmood tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Booqable tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Borneo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Botbaba tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Botpress tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Botsonic tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Botstar tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bouncer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Boxhero tasks via Rube MCP (Composio). Always search tools first for current schemas.

Braintree Automation: manage payment processing via Stripe-compatible tools for customers, subscriptions, payment methods, and transactions

Automate Brandfetch tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Breeze tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Breezy HR tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Brex tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Brex Staging tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Brightdata tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Brightpearl tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Brilliant Directories tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Browseai tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Browser Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Browserbase Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Browserhub tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Browserless tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Btcpay Server tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bubble tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bugbug tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bugherd tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bugsnag tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Buildkite tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Builtwith tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Bunnycdn tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Byteforms tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cabinpanda tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cal tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Calendarhero tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Callerapi tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Callingly tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Callpage tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Campaign Cleaner tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Campayn tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Canny tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Canvas tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Capsule CRM operations -- manage contacts (parties), run structured filter queries, track tasks and projects, log entries, and handle organizations -- using natural language through the Composio MCP integration.

Automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cases, tasks, and pipeline management. Always search tools first for current schemas.

Automate Carbone tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cardly tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Castingwords tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cats tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Census Bureau tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Centralstationcrm tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Certifier tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Chaser tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Chatbotkit tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Chatfai tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Chatwork tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Chmeetings tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cincopa tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Claid AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Classmarker tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Clearout tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Clickmeeting tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate time tracking workflows in Clockify -- create and manage time entries, workspaces, and users through natural language commands.

Automate Cloudcart tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cloudconvert tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cloudflare API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cloudflare tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cloudflare Browser Rendering tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cloudinary media management including folder organization, upload presets, asset lookup, transformations, and usage monitoring through natural language commands

Automate Cloudlayer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cloudpress tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Coassemble tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Codacy tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Codeinterpreter tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Codereadr tasks via Rube MCP (Composio). Always search tools first for current schemas.

Coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data via Coinbase CDP SDK

Automate Coinmarketcal tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Coinmarketcap tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Coinranking tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate College Football Data tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Composio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Composio Search tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Connecteam tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate headless CMS operations in Contentful -- list spaces, retrieve space metadata, and update space configurations through the Composio Contentful integration.

Automate Contentful Graphql tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Control D tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Conversion Tools tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Convertapi tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Conveyor tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Convolo AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Corrently tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Countdown API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Coupa tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Craftmypdf tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Crowdin tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Crustdata tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cults tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Curated tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Currents API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter tracking through Customer.io via Composio

Automate Customgpt tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Customjs tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Cutt Ly tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate D2lbrightspace tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dadata Ru tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Daffy tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dailybot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Datarobot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Deel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Deepgram tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Demio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Desktime tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Detrack tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dialmycalls tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dialpad tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dictionary API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Diffbot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Digicert tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate DigitalOcean tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Discordbot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dnsfilter tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dock Certs tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docker Hub operations -- manage organizations, repositories, teams, members, and webhooks via the Composio MCP integration.

Automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, and container registry management. Always search tools first for current schemas.

Automate Docmosis tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docnify tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docsbot AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docsumo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docugenerate tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Documenso tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Documint tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docupilot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docupost tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Docuseal tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Doppler Marketing Automation tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Doppler Secretops tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dotsimple tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dovetail tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dpd2 tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Draftable tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dreamstudio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Drip Jobs tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dripcel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dromo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dropbox Sign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dropcontact tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Dungeon Fighter Online tasks via Rube MCP (Composio). Always search tools first for current schemas.

Dynamics 365 Automation: manage CRM contacts, accounts, leads, opportunities, sales orders, invoices, and cases via the Dynamics CRM Web API

Automate Echtpost tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate ElevenLabs text-to-speech workflows -- generate speech from text, browse and inspect voices, check subscription limits, list models, stream audio, and retrieve history via the Composio MCP integration.

Automate Elorus tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Emailable tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Emaillistverify tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Emailoctopus tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Emelia tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Encodian tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Endorsal tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Enginemailer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Enigma tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Entelligence tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Eodhd Apis tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Epic Games tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Esignatures IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Espocrm tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Esputnik tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Etermin tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Evenium tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Eventbrite event management, attendee tracking, organization discovery, and category browsing through natural language commands

Automate Eventee tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Eventzilla tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Everhour tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Eversign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Exa tasks via Rube MCP (Composio). Always search tools first for current schemas.

Excel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration

Automate Exist tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Expofp tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Extracta AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Facebook Page management including post creation, scheduling, video uploads, Messenger conversations, and audience engagement via Composio

Automate Faceup tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Factorial tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Feathery tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fidel API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fillout tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, and form builder. Always search tools first for current schemas.

Automate Finage tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Findymail tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Finerworks tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Finmei tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fireberry tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.

Automate Fireflies tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Firmao tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fitbit tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fixer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fixer IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Flexisign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Flowiseai tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Flutterwave tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fluxguard tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Folk tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fomo tasks via Rube MCP (Composio). Always search tools first for current schemas.

When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," "in-app pricing," "free users won't upgrade," "trial to paid conversion," or "how do I get users to pay." Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see page-cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing-strategy.

Automate Forcemanager tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Formbricks tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Formcarry tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Formdesk tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Formsite tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Foursquare tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fraudlabs Pro tasks via Rube MCP (Composio). Always search tools first for current schemas.

FreshBooks Automation: manage businesses, projects, time tracking, and billing in FreshBooks cloud accounting

Automate Front tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Fullenrich tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gagelist tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gamma tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gan AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gatherup tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gemini tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gender API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Genderapi IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Genderize tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Geoapify tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Geocodio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Geokeo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Getform tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gift Up tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gigasheet tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Giphy tasks via Rube MCP (Composio). Always search tools first for current schemas.

When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement banner," "overlay," "collect emails with a popup," "exit popup," "scroll trigger," "sticky bar," or "notification bar." Use this for any overlay or interrupt-style conversion element. For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.

Automate Gist tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Givebutter tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gladia tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gleap tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Globalping tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate GoToWebinar tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Godial tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats, and workspace data -- using natural language through the Composio MCP integration.

Automate Goodbits tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Goody tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Address Validation tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users, add aliases. Always search tools first for current schemas.

Automate Google Classroom tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Cloud Vision tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices, reverse geocode, autocomplete, get place details. Always search tools first for current schemas.

Automate Google Search Console tasks via Rube MCP (Composio): query search analytics, list sites, inspect URLs, submit sitemaps, monitor search performance. Always search tools first for current schemas.

Automate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration. Always search tools first for current schemas.

Automate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements. Always search tools first for current schemas.

Automate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place search, and distance calculations. Always search tools first for current schemas.

Automate Google Search Console tasks via Rube MCP (Composio): search performance, URL inspection, sitemaps, and indexing status. Always search tools first for current schemas.

Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.

Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.

Automate Google Calendar tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Docs tasks via Rube MCP (Composio): create, edit, search, export, copy, and update documents. Always search tools first for current schemas.

Automate Google Drive tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Meet tasks via Rube MCP (Composio): create Meet spaces, schedule video conferences via Calendar events, manage meeting access. Always search tools first for current schemas.

Automate Google Photos tasks via Rube MCP (Composio): upload media, manage albums, search photos, batch add items, create and update albums. Always search tools first for current schemas.

Automate Google Slides tasks via Rube MCP (Composio): create presentations, add slides from Markdown, batch update, copy from templates, get thumbnails. Always search tools first for current schemas.

Automate Google Super tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Google Tasks via Rube MCP (Composio): create, list, update, delete, move, and bulk-insert tasks and task lists. Always search tools first for current schemas.

Automate e-commerce customer support workflows in Gorgias -- manage tickets, customers, tags, and teams through natural language commands.

Automate Gosquared tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Grafbase tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Graphhopper tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Griptape tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Grist tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate AI inference, chat completions, audio translation, and TTS voice management through GroqCloud's high-performance API via Composio

Automate Gumroad product management, sales tracking, license verification, and webhook subscriptions using natural language through the Composio MCP integration.

Automate Habitica tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hackernews tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Happy Scribe tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate time tracking, project management, and invoicing workflows in Harvest -- log hours, manage projects, clients, and tasks through natural language commands.

Automate Hashnode tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Helcim tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Helloleads tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Helpwise tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Here tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate AI video generation, avatar browsing, template-based video creation, and video status tracking through HeyGen's platform via Composio

When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure their plans. For in-app upgrade screens, see paywall-upgrade-cro.

Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.

Automate Heyreach tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Heyzine tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Highergov tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Highlevel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Honeybadger tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Honeyhive tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hookdeck tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hotspotsystem tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Html To Image tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Humanitix tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Humanloop tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hunter.io email intelligence -- search domains for email addresses, find specific contacts, verify email deliverability, manage leads, and monitor account usage -- using natural language through the Composio MCP integration.

Automate Hypeauditor tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hyperbrowser tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hyperise tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Hystruct tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Icims Talent Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Icypeas tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Idea Scale tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Identitycheck tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ignisign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Imagekit IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Imgbb tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Imgix tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Influxdb Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Insighto AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Instacart tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Instantly cold email outreach -- manage campaigns, sending accounts, lead lists, bulk lead imports, and campaign analytics -- using natural language through the Composio MCP integration.

Automate Intelliprint tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Interzoid tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ip2location tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ip2proxy tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ip2whois tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ipdata co tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ipinfo IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Iqair Airvisual tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Jigsawstack tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Jobnimbus tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Jotform form listing, user management, activity history, folder organization, and plan inspection through natural language commands

Automate Jumpcloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Junglescout tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kadoa tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kaggle tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kaleido tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Keap tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Keen IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kickbox tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kit tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Klipfolio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.

Automate Ko Fi tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kommo CRM operations -- manage leads, pipelines, pipeline stages, tasks, and custom fields -- using natural language through the Composio MCP integration.

Automate Kontent AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Kraken IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate L2s tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Labs64 Netlicensing tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Landbot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Langbase tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Lastpass tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate LaunchDarkly feature flag management -- list projects and environments, create and delete trigger workflows, and track code references via the Composio MCP integration.

Automate LaunchDarkly tasks via Rube MCP (Composio): feature flags, environments, segments, and rollout management. Always search tools first for current schemas.

Automate Leadfeeder tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Leadoku tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Leiga tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization variables, export campaign data, and handle unsubscribes via the Composio MCP integration.

Automate Lemon Squeezy store management -- products, orders, subscriptions, customers, discounts, and checkout tracking -- using natural language through the Composio MCP integration.

Automate Lemon Squeezy tasks via Rube MCP (Composio): products, orders, subscriptions, checkouts, and digital sales. Always search tools first for current schemas.

Automate Lessonspace tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate recruiting workflows in Lever ATS -- manage opportunities, job postings, requisitions, pipeline stages, and candidate tags through the Composio Lever integration.

Automate Lever Sandbox tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Leverly tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Lexoffice tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Linguapop tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Linkhut tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Linkup tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Listclean tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Listennotes tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Livesession tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Lmnt tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Lodgify tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Logo Dev tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Loomio tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Loyverse tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Magnetic tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mailbluster tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mailboxlayer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mailcheck tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mailcoach tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate email marketing workflows including subscriber management, campaign analytics, group segmentation, and account monitoring through MailerLite via Composio

Automate Mailersend tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mails So tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mailsoftly tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Maintainx tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate ManyChat tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, broadcasts, and messenger automation. Always search tools first for current schemas.

Automate Mapbox tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mapulus tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mboum tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Melo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mem tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mem0 tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Memberspot tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Memberstack tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Membervault tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Metaads tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Metaphor tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mezmo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics segmented by browser, device, country, source, and more through the Composio Microsoft Clarity integration.

Automate Microsoft Tenant tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.

Automate Minerstat tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Missive tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR, track fine-tuning jobs, and build RAG pipelines via the Composio MCP integration.

Automate Mistral AI tasks via Rube MCP (Composio): completions, embeddings, fine-tuning, and model management. Always search tools first for current schemas.

Automate Mocean tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Moco tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Modelry tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Moneybird tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Moonclerk tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Moosend tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mopinion tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate More Trees tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Moxie tasks via Rube MCP (Composio). Always search tools first for current schemas.

When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing-context.md` that all other skills reference for product, audience, and positioning context.

Automate Moz tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Msg91 tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mural tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate MX Technologies tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Mx Toolbox tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Nango tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Nano Nets tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Nasa tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Nasdaq tasks via Rube MCP (Composio). Always search tools first for current schemas.