Author and maintain knowledge base articles derived from resolved support cases. Activate when documenting a solution from a closed ticket, writing how-to guides, building troubleshooting walkthroughs, creating FAQ entries, publishing known-issue advisories, updating stale documentation, organizing KB taxonomy, or performing content gap analysis to reduce future ticket volume.

Notion API for pages and databases. Use when user mentions "Notion", "notion.so", "notion.site", shares a Notion link, "Notion page", "query Notion", or asks about Notion workspace.

Productlane API for feedback management. Use when user mentions "Productlane", "feedback", "feature request", or product insights.

Craft and optimize SQL for any warehouse dialect — Snowflake, BigQuery, Databricks, Redshift, PostgreSQL. Covers window functions, CTEs, aggregations, joins, funnel queries, cohort retention, deduplication, dialect translation, slow query tuning, and cross-platform syntax differences.

Quality-check a data analysis before sharing — verify joins, aggregations, denominators, time ranges, and metric definitions. Detect pitfalls like survivorship bias, average-of-averages, join explosion, timezone mismatches, incomplete periods, and selection bias. Includes documentation templates for reproducible analyses.

Browserless API for headless Chrome. Use when user mentions "headless Chrome", "browserless", or needs browser automation.

Coda API for docs, tables, rows, and pages. Use when user mentions "Coda", "coda.io", shares a Coda doc link, "Coda table", "Coda doc", or asks to read/write a Coda workspace.

Write and edit marketing copy for any channel — blogs, emails, social posts, landing pages, press releases, case studies, ads, and web pages. Trigger on requests for drafting content, writing headlines, crafting CTAs, SEO copywriting, email subject lines, social captions, or any persuasive marketing text.

Compose professional, empathetic customer-facing messages tailored to context, channel, and urgency. Activate when writing support ticket replies, outage notifications, bug acknowledgments, feature request responses, billing communications, follow-up emails, escalation updates, or any external customer correspondence that needs the right tone and structure.

Dropbox API for file storage. Use when user mentions "Dropbox", "dropbox.com", shares a Dropbox link, "upload to Dropbox", or asks about cloud storage.

Prepare structured escalation packages for engineering, product, security, or leadership with reproduction steps, business impact, and full context. Activate when a support issue needs to go beyond the support team, when writing an escalation document, when evaluating whether a problem warrants escalation, or when tracking follow-through after handing off an issue.

Freshdesk API for customer support and helpdesk. Use when user mentions "Freshdesk", "support ticket", "helpdesk", "customer service", or asks about Freshworks helpdesk automation.

Prepare GAAP-compliant financial statements including P&L, balance sheet, and cash flow statement with proper classification, disclosure requirements, and period comparisons. Use for income statement generation, balance sheet preparation, statement of cash flows, financial report formatting, ASC standards compliance, reclassification entries, or building management reporting packages.

Klaviyo API for e-commerce marketing automation — profiles, lists, events, campaigns, and metrics. Use when user mentions "Klaviyo", "email marketing", "flows", "subscribe profile", "campaign", "segment", or server-side event tracking for e-commerce.

Lark API for collaboration. Use when user mentions "Lark", "Lark docs", or asks about ByteDance workspace tools.

Build structured briefing documents for meetings with legal significance and track resulting action items. Use when preparing for contract negotiations, board meetings, regulatory discussions, vendor calls, deal reviews, compliance meetings, litigation strategy sessions, or any meeting requiring legal context, participant research, talking points, or post-meeting task tracking.

Orchestrate the month-end and quarter-end accounting close with task sequencing, dependency management, and progress tracking. Use for close calendar planning, close checklist management, close task tracking, close timeline optimization, close day activities, hard close procedures, accelerated close planning, or close process improvement.

Author product requirements documents with structured problem framing, user narratives, prioritized requirements, and measurable outcomes. Activate when drafting a PRD, writing a product spec, defining user stories, setting acceptance criteria, scoping MVP requirements, managing feature scope, or documenting what to build and why.

Build and prioritize product roadmaps using scoring models like RICE, ICE, and value-effort matrices. Activate when creating a product roadmap, prioritizing features, sequencing initiatives, mapping dependencies, balancing team capacity, choosing between Now/Next/Later or quarterly planning, or communicating roadmap tradeoffs to executives and stakeholders.

ServiceNow Table API for ITSM, incidents, change requests, and CMDB. Use when user mentions "ServiceNow", "incident", "change request", "ITSM", "CMDB", "Now Platform", or "service catalog".

Slock API for channels, messages, agents, machines, tasks, and server collaboration. Use when user mentions "Slock", "slock.ai", Slock agents, Slock machines, or Slock channels.

Square API for payments, orders, customers, catalog, and invoices. Use when user mentions "Square", "Square POS", "point of sale", "process a payment", "Square invoice", "Square catalog", or needs to manage a Square seller account programmatically.

Apply statistical techniques to data — descriptive statistics, distributions, hypothesis testing, A/B test evaluation, outlier detection, trend analysis, correlation, forecasting, p-values, confidence intervals, significance testing, and avoiding common statistical pitfalls like Simpson's paradox and survivorship bias.

Stripe API for payments. Use when user mentions "Stripe", "Link by Stripe", "payment", "subscription", "billing", "invoice", Checkout, or asks about payment processing.

Define, document, and enforce brand voice, tone, messaging pillars, style rules, and terminology standards. Trigger on requests about brand consistency, voice documentation, tone of voice guides, style guide creation, messaging frameworks, terminology governance, inclusive language, or reviewing content for brand compliance.

Duffel API for booking flights and hotels (stays). Use when user mentions "Duffel", "book flight", "flight search", "airline API", "hotel booking", "stays API", or travel booking.

Google Meet API for managing meeting spaces, conference records, participants, recordings, and transcripts. Use when user mentions "Meet", "meeting space", "conference record", "meeting recording", "meeting transcript", or "Google Meet link".

Classify, prioritize, and route incoming support issues. Activate when sorting new customer tickets, assigning severity levels P1 through P4, detecting duplicate reports, choosing the right team for handling, or deciding initial response approach for bug reports, billing questions, feature requests, account problems, and other inbound support inquiries.

Construct and review journal entries with correct debit/credit structure, supporting calculations, and approval workflows. Use for month-end accruals, prepaid amortization, depreciation entries, payroll booking, revenue recognition journal entries, manual adjustments, recurring entries, reversing entries, or intercompany journal entries.

Lovart API for AI-powered design generation. Use when user mentions "Lovart", "AI design", "generate image", "generate video", "AI art", "product photography", "marketing design", or visual content creation.

Novita AI API for LLM inference, image generation, and video generation. Use when the user mentions "Novita", "Novita AI", "novita.ai", "Seedance", or wants to run open models (DeepSeek, Llama, Qwen) or generate images and videos (including Seedance 2.0) through an OpenAI-compatible or async API.

Perform account reconciliations comparing general ledger balances against subledgers, bank statements, or external records. Use for bank reconciliation, GL-to-subledger reconciliation, intercompany reconciliation, balance sheet reconciliation, reconciling item analysis, outstanding item aging, or clearing open items.

Bright Data proxy and web scraping API. Use when user mentions "Bright Data", "proxy", "web scraping at scale", or data collection.

ClickUp API for tasks and spaces. Use when user mentions "ClickUp", "clickup.com", shares a ClickUp link, "ClickUp task", or asks about ClickUp workspace.

Investigate and answer customer questions by gathering information from docs, CRMs, wikis, tickets, emails, and web sources, then deliver a confidence-rated response with citations. Activate for customer inquiry research, account background investigation, support question lookup, customer context gathering, or knowledge base queries.

Profile and explore unfamiliar datasets — assess schema structure, column distributions, data quality, null rates, cardinality, outliers, relationships between tables, and temporal coverage. Use when onboarding to a new data source, auditing data freshness, discovering foreign keys, or deciding what to analyze.

Firecrawl API for web scraping and crawling. Use when user mentions "Firecrawl", "crawl website", "scrape site", or web extraction.

Google Gemini API for multimodal generative AI. Use when user mentions "Gemini", "Google AI", "Gemini Pro", "Gemini Flash", or "Google generative AI" (do NOT use for Vertex AI enterprise endpoints).

Use vm0 Zero generation pipelines via `zero generate` for images, videos, voice, presentations, websites, reports, posters, docs designs, dashboard designs, mobile app designs, and connector-backed text/code/document generation. Use when a user asks to generate an artifact and the right built-in pipeline, style, model, or connector should be discovered at runtime.

GitLab API for repos and CI/CD. Use when user mentions "GitLab", "gitlab.com", shares a GitLab link, "GitLab repo", or asks about GitLab projects.

Google Drive API for file management. Use when user mentions "Google Drive", "drive.google.com", shares a Drive link, "upload file", or asks about cloud storage.

Jam.dev API for bug reporting. Use when user mentions "Jam", "bug report", "screen recording", or asks about issue capture.

Jira API for issue tracking. Use when user mentions "Jira", "create ticket", "Jira issue", "sprint", or asks about Atlassian project management.

Google Gemini image generation (Nano Banana) via the Gemini API. Use when user mentions "Nano Banana", "Gemini image generation", "gemini-3-pro-image", "gemini-2.5-flash-image", or wants to generate/edit images with Google's native image model.

Pipedrive CRM API for sales pipeline management. Use when user mentions "Pipedrive", "sales pipeline", "deals", "CRM", or asks about managing prospects, contacts, or organizations in Pipedrive.

Altium 365 Requirements and Systems Portal REST API for PCB requirements management. Use when user mentions "Altium 365", "Altium", "PCB", "EDA", "Requirements Portal", or "Systems Portal".

Apify web scraping platform. Use when user mentions "scrape website", "web crawler", "scraping", or asks to "extract data from" a site.

Asana API for tasks and projects. Use when user mentions "Asana", "asana.com", shares an Asana link, "Asana task", or asks about Asana workspace.

Browserbase API for headless browser automation. Use when user mentions "headless browser", "browser automation", or "Browserbase".

BrowserStack API for cross-browser and device testing. Use when user mentions "BrowserStack", "cross-browser testing", "Selenium grid", "App Live", "Automate", "App Automate", or "real device testing".

Fireflies.ai API for meeting transcription. Use when user mentions "Fireflies", "meeting notes", "transcription", or "meeting summary".

Gmail API for email management. Use when user says "check email", "send email", "search Gmail", "my inbox", or mentions Gmail messages.

Greenhouse Harvest API for applicant tracking and recruiting. Use when user mentions "Greenhouse", "ATS", "applicant tracking", "candidate", "job application", "recruiting pipeline", "job post", "scheduled interview", or "offer".

Helicone API for LLM observability — request logging, cost tracking, and performance analytics. Use when user mentions "Helicone", "LLM logs", "AI cost tracking", "request tracing", "token usage", "latency analytics", or "prompt monitoring".

LangSmith API for LLM observability, tracing, evaluation, and dataset management. Use when user mentions "LangSmith", "LangChain tracing", "LLM traces", "run evaluation", "create dataset", "annotate traces", or "monitor LLM".

LINE API for messaging. Use when user mentions "LINE", "LINE message", "LINE bot", or asks about LINE platform.

Stripe Link agent wallet CLI. Use when the user wants an agent to make payments on their behalf, create one-time-use virtual cards, spend via Machine Payments Protocol (MPP), or manage their Link wallet. Triggers on mentions of "buy with Link", "agent payment", "Link wallet", "spend request", or "link-cli".

MailSac API for disposable email testing. Use when user mentions "MailSac", "test email", "disposable email", or email testing.

OpenAI API for GPT models. Use when user mentions "OpenAI", "GPT", "ChatGPT API", or asks about OpenAI models (do NOT use for Anthropic/Claude).

Pinecone vector database API for storing, querying, and managing vector embeddings. Use when user mentions "Pinecone", "vector database", "vector search", "semantic search", "embeddings", "similarity search", "upsert vectors", or "index".

Plausible Analytics API for privacy-friendly stats. Use when user mentions "Plausible", "analytics", "page views", or website stats.

Railway GraphQL API (account/workspace token) for managing projects, services, deployments, environments, and variables. Use when the user mentions "Railway", "railway.com", "railway.app", deploying to Railway, managing Railway projects/services/deployments, or workspace-level Railway operations.

Railway GraphQL API with a project-scoped token for environment-bound automation — redeploy, read deployment status, manage variables inside a single project/environment. Use when the user wants Railway access restricted to one project, or mentions a "Railway project token" or "Project-Access-Token".

RevenueCat API for in-app purchases. Use when user mentions "RevenueCat", "in-app purchase", "subscription", or mobile monetization.

Sentry API for error tracking. Use when user mentions "Sentry", "error tracking", "crash report", "exceptions", or asks about monitoring errors.

TestRail API for QA test case management. Use when user mentions "TestRail", "test cases", "test runs", "test results", "test plans", "QA management", or "Gurock TestRail".

Twilio API for SMS, voice, WhatsApp, and Verify. Use when user mentions "Twilio", "send SMS", "voice call", "WhatsApp message", "phone number lookup", or "Verify OTP".

Typeform API for forms, responses, and webhooks. Use when user mentions "Typeform", "survey", "form builder", "collect responses", "form submissions", or needs to build/read/delete forms programmatically.

WorkOS API for enterprise SSO, SCIM directory sync, RBAC fine-grained authorization, and audit logs. Use when user mentions "WorkOS", "SSO", "SAML", "SCIM", "directory sync", "enterprise authentication", "audit log", or "fine-grained authorization".

ZeptoMail API for transactional email. Use when user mentions "ZeptoMail", "transactional email", "send email", or Zoho email.

Base44 API and MCP integration for creating, listing, and managing AI apps.

Canva API for design creation. Use when user mentions "Canva", "create design", "Canva template", or asks about design graphics.

Close CRM API for sales management. Use when user mentions "Close CRM", "Close.io", "sales leads", or asks about sales pipeline.

DeepSeek API for AI model inference. Use when user mentions "DeepSeek", "DeepSeek API", or asks about DeepSeek models.

Dify API for LLM app building. Use when user mentions "Dify", "LLM app", "AI workflow", or asks about Dify platform.

Dropbox Sign (formerly HelloSign) API for electronic signatures. Use when user mentions "Dropbox Sign", "HelloSign", "e-signature", "send for signature", or "signature request".

Linear API for issue tracking. Use when user mentions "Linear", "linear.app", shares a Linear link, "~ENG-123", "create issue", or asks about Linear tasks.

Manus API for AI agent task execution. Use when user mentions "Manus", "run an agent task", "AI agent", or needs to automate multi-step research, analysis, or content tasks via Manus.

MiniMax API for AI models. Use when user mentions "MiniMax", "Chinese AI", or asks about MiniMax language models.

Miro REST API for online whiteboard and visual collaboration. Use when user mentions "Miro", "miro board", "whiteboard", "sticky notes", "visual collaboration", or asks to create boards, sticky notes, shapes, or diagrams on Miro.

n8n API for managing workflows, executions, credentials, and tags. Use when user mentions "n8n", "workflow automation", "trigger workflow", "list executions", or asks to manage n8n workflows programmatically.

PDF4me API for PDF operations. Use when user mentions "PDF4me", "convert PDF", "PDF tools", or document conversion.

Podchaser API for podcast data. Use when user mentions "Podchaser", "podcast", "podcast search", or asks about podcast information.

Resend API for email delivery. Use when user mentions "Resend", "send email", "email API", or transactional email.

Twilio SendGrid API for transactional and marketing email. Use when user mentions "SendGrid", "send email", "transactional email", "email marketing", "email API", or "Twilio SendGrid".

Spotify Web API for music streaming. Use when user mentions "Spotify", "play music", "Spotify playlist", "top tracks", "now playing", "Spotify artist", or asks about music playback or library.

Strapi CMS REST API for headless content management. Use when user mentions "Strapi", "CMS", "content types", "entries", or managing headless CMS content.

Strava API for fitness activities. Use when user mentions "Strava", "running", "cycling", "activity", or asks about fitness tracking.

Together AI API for open-source model inference and fine-tuning. Use when the user mentions "Together AI", "Together", or wants to run open-source models (Llama, Mixtral, Qwen, FLUX) via an OpenAI-compatible API.

Webflow API for CMS and sites. Use when user mentions "Webflow", "webflow.com", "webflow.io", shares a Webflow link, "update Webflow", or asks about Webflow site.

Wrike API for project management. Use when user mentions "Wrike", "wrike.com", shares a Wrike link, "Wrike task", or asks about Wrike workspace.

ZapSign API for e-signatures. Use when user mentions "ZapSign", "e-signature", "sign document", or Brazilian e-signature.

Zep API for long-term memory and conversation history management in AI agents. Use when user mentions "Zep", "conversation memory", "session memory", "memory search", "user facts", "agent memory", or "long-term memory".

Zoom API for managing meetings, webinars, cloud recordings, and user data. Use when user mentions "Zoom", "Zoom meeting", "join URL", "cloud recording", or "webinar".

Amplitude product analytics API. Use when user mentions "Amplitude", "product analytics", "event export", "funnel analysis", "user retention", "behavioral cohorts", or "event ingestion".

Ashby API for applicant tracking and recruiting. Use when user mentions "Ashby", "ATS", "applicant tracking", "candidate", "job application", "recruiting pipeline", "job posting", "opening", or "hiring project".