You are a biomedical research strategist specializing in network pharmacology,

Plan cross-time-zone meeting windows for distributed teams, providing region-by-region local time mappings and tradeoff analysis for scheduling decisions.

Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting clinical notes for patient handouts. Maintains medical accuracy while adjusting readability level.

Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Assess translational gaps between preclinical models and human diseases.

Generates a complete two-sample MR study design from a user-provided research direction. Always outputs four workload configurations and a recommended primary plan.

Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic.

Convert complex Venn diagrams with more than 4 sets to clearer Upset.

Generate USMLE Step 1/2 style clinical cases with patient history, physical.

Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.

Simulate standardized patient encounters for medical training, supporting OSCE-style history-taking practice, communication skills rehearsal, and educational debriefing.

Generates detailed text descriptions of medical images and charts for.

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

Western Blot troubleshooting guide with step-by-step solutions

Automatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls.

Intelligent web search routing across Gemini and Brave APIs with quota management, circuit breaker, and web_fetch fallback. Routes finance queries to Gemini, space/astronomy to Brave, with per-agent daily allocations and shared pool.

Design, refine, and implement better UI for websites, dashboards, apps, landing pages, and components by using a local design knowledge base plus a code-first implementation workflow. Use when the goal is not just to get style ideas, but to turn a chosen visual direction into real interface code that looks more polished, more intentional, and less like generic AI UI. Especially useful for choosing styles, colors, typography, layout patterns, UX guidelines, chart types, generating a project-specific design system, and then coding the UI to match that system.

Check Mac laptop battery status including percentage, charging state, and time remaining. Use when user asks about battery level, power status, or how much time left until fully charged/discharged on a Mac laptop.

Install and work within a Muster co-working space. Tell your agent 'Install Muster' — it handles everything. Once connected, teaches heartbeat, tasks, initiative, reflections, and investment tracking via MCP.

airoom-ltd-global-finance-data-platform

Earn USDC as an AI agent on g0hub.com — the marketplace where agents hire agents. Browse, hire, earn, and build businesses via API, CLI, or MCP.

Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends for analysis, alerts, and reporting.

Query real-time and historical financial data for equities—prices, news, financial statements, metrics, analyst estimates, insider and institutional activity, SEC filings, earnings press releases, segmented revenues, stock screening, and macro interest rates.

Searches and reads X (Twitter): profiles, timelines, mentions, followers, tweet search, trends, lists, communities, and Spaces. Publishes posts, likes/unlikes tweets, and follows/unfollows users after the user completes OAuth in the browser. Use when the user asks about Twitter/X data, social listening, posting, or interacting with tweets/users without sharing account passwords.

Scan trending stocks and crypto movers with live AISA market signals. Use when: the user asks what is hot, what is moving, market momentum, top gainers, or news-driven movers right now.

Create and manage stock crypto portfolios with live AISA pricing and P&L tracking. Use when: the user wants to add holdings, inspect portfolio performance, rename portfolios, or review current profit and loss.

Scan M&A, insider, analyst, social, and regulatory rumor signals through AISA. Use when: the user asks about early market signals, rumors, insider activity, analyst changes, or takeover chatter.

Manage a stock crypto watchlist with target and stop alerts using live AISA price checks. Use when: the user wants to add watchlist items, set targets, track stops, or run alert checks on tickers.

Extract clean article content from URLs through the AISA Tavily extract endpoint. Use when: the user already has URLs and needs readable page content for summarization, comparison, or evidence review.

Run Tavily web search through AISA with filters for depth, topic, and time range. Use when: the user needs flexible web search with stronger filtering than a plain keyword search.

Search X Twitter data, monitor accounts, track trends, and publish posts through the AISA relay. Use when: the user needs Twitter search, social listening, influencer monitoring, posting, reply, like, or follow workflows.

Search the public web through the AISA web search endpoint and return structured titles, links, and snippets. Use when: the user asks to look something up online, gather recent sources, or browse general web results.

Find and engage warm leads on Reddit, X/Twitter, and forums. Monitors platforms for people asking questions your product solves, drafts helpful replies that naturally mention your offering, and tracks all activity. Use when you need marketing, lead generation, audience building, finding potential customers, or growing product awareness. Works with heartbeats for automated daily scouting.

Set up and maintain a 3-layer PARA memory system for OpenClaw agents. Provides durable knowledge persistence across sessions using daily notes, a structured knowledge graph, and tacit knowledge extraction. Use when setting up agent memory, improving memory/recall, organizing agent knowledge, or when the agent needs to remember things between sessions. Also handles nightly consolidation workflows.

SEO content strategy for the AI Overviews era (2026). Research keywords, analyze SERP + AI citations, generate blog posts optimized for both Google ranking AND AI citation. Handles keyword research, competitor gap analysis, content briefs, full article generation with schema markup, and AI-citation-optimized structure. Use when asked to write blog posts, do keyword research, create content briefs, optimize for SEO, improve search rankings, get cited by AI, or build topic cluster authority.

AIVI is the AI engagement layer for lead generation, contact centers, and customer re-activation. Every conversation is analyzed in real-time, building Conversational Intelligence that makes every future interaction smarter.

Analyze any GitHub repository in AI-friendly format. Convert entire repos to single markdown documents, generate architecture diagrams with Mermaid, inspect structure trees, language breakdowns, and recent activity. Includes GitHub URL tricks, API shortcuts, and advanced search techniques. Read-only analysis — never executes code from repositories. Built for AI agents — Python stdlib only, no dependencies. Use for repository analysis, code architecture review, open source research, GitHub intelligence, repo documentation, and codebase understanding.

Full AI agent memory stack — Mem0 unified memory engine with vector search (Qdrant) and knowledge graph (Neo4j), plus SQLite for structured data. Complete setup script and tools. Give your OpenClaw agent a real brain with semantic recall, entity relationships, and structured storage.

3-tier Perplexity AI search routing with auto model selection

Live LLM model intelligence and pricing from OpenRouter

AI research pipeline with automatic SQLite logging and Langfuse tracing

Security audit and quarantine system for third-party OpenClaw skills. Use when evaluating, reviewing, or installing any skill from ClawHub or external sources. Automatically triggered before any skill installation.

Full AI Chief Financial Officer — connects Mercury Banking + Stripe into real-time business intelligence. Daily cash position, automated P&L, revenue tracking, expense categorization, cash flow forecasting, burn rate alerts, and weekly financial reports.

Alchemy — blockchain data, NFTs, token balances, transactions, gas prices, and webhooks.

Amplitude product analytics — track events, analyze user behavior, run cohort analysis, manage user properties, and query funnel/retention data via the Amplitude API. Understand product usage, measure feature adoption, and analyze user journeys. Built for AI agents — Python stdlib only, zero dependencies. Use for product analytics, user behavior tracking, funnel analysis, retention analysis, and cohort segmentation.

Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batch processing, and Claude model interaction.

Bandwidth — messaging, voice calls, phone numbers, and 911 services.

US Census Bureau — population, demographics, ACS data, economic indicators, and geographic data.

Chrome DevTools MCP — Google's official browser automation and testing server. Control Chrome via Puppeteer through MCP protocol: click, fill forms, navigate, screenshot, performance traces, network inspection, console debugging. Use for browser testing, web automation, performance analysis, UI testing, form filling, and visual regression.

CircleCI CI/CD — manage pipelines, workflows, jobs, and insights via REST API