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Operate the Moltrade trading bot (config, backtest, test-mode runs, Nostr signal broadcast, exchange adapters, strategy integration) in OpenClaw.

6 institutional-grade Polymarket trading tools. NegRisk arbitrage (100% win rate), latency arb, BTC scalping, alpha scanner, universe scanner, edge detection. Battle-tested on 8,347 signals. No Python required.

Personal fitness coach specializing in home workouts with 2 dumbbells for muscle building. Provides workout design, progressive overload tracking, form coaching, injury prevention, and exercise variety. Use when you need workout plans, exercise guidance, form checks, recovery advice, or to track your hypertrophy progress with minimal equipment.

Early childhood educator specializing in British EYFS framework and Reggio Emilia pedagogy for ages 45 days to 2 years. Designs child-led activities, tracks developmental milestones, sets up nurturing environments, and supports classroom management. Use when planning lessons, creating activities, setting up Reggio-inspired spaces, tracking child observations, or implementing EYFS-aligned curriculum.

Browse 4chan boards and extract thread discussions into structured text files. Use when you need to fetch catalog information or specific thread content (including post text and file metadata) from 4chan boards like /a/, /vg/, /v/, etc.

Download videos from YouTube, Twitter/X, TikTok, Douyin, Bilibili and upload to S3-compatible storage. Universal video downloader with smart quality selection and audio merging.

生成 XMind 格式的测试用例思维导图文件。基于测试用例数据自动生成结构化的 XMind 文件，支持电商消费券、登录、注册、下单等多种测试场景。

Send, read, and manage emails via Tuta (formerly Tutanota) encrypted email service. Use when user asks to send emails, check inbox, read mail, or do any email operations through their Tuta account. Triggers on phrases like email, send email, check inbox, Tuta, Tutanota, mail, read email, compose email.

Access Finland's Wilma school system from AI agents. Fetch schedules, homework, exams, grades, messages, and news via the wilma CLI. Start with `wilma summary --json` for a full daily briefing, or drill into specific data with individual commands.

Sync WHOOP wearable data to `health/whoop-YYYY-MM-DD.md` files. Pure Python, zero dependencies.

Generate high-quality music/songs via AIMLAPI. Supports Suno, Udio, Minimax, and ElevenLabs music models. Use when the user asks for music, songs, or soundtracks with specific lyrics or styles.

Transcribe audio files (ogg, mp3, wav, etc.) using AIMLAPI. Use when the user provides audio messages or local audio files. Provides a reliable Python script with retries and polling.

Build autonomous multi-agent pipelines with Mastra (agents only) and Trigger.dev (all workflows and tasks). Use when creating AI agents, designing multi-stage pipelines, defining permissioned tools, structuring agent handoffs, storing agentic outputs to a database, or building durable task chains with retries and fan-out.

Disambiguate medical acronyms and abbreviations with context-aware full

'Monitor and summarize competitor clinical trial status changes from

Use when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or preparing code for sharing with collaborators. Transforms research code into publication-ready, reproducible workflows. Adds documentation, implements error handling, creates environment specifications, and ensures computational reproducibility for scientific publications.

Monitor competitor clinical trial progress and alert on market risks

Adapt abstracts to meet specific conference word limits and formats

Design CRISPR gRNA sequences for specific gene exons with off-target prediction and efficiency scoring. Trigger when user needs gRNA design, CRISPR guide RNA selection, or genome editing target analysis.

Build digital twin patient models to test drug efficacy and toxicity

Provides correct pronunciation guides for complex drug generic names.

Evidence-Based Medicine calculator for sensitivity, specificity, PPV,

Design clinical trial CRFs with proper validation rules

Automatically convert uploaded drug application documents (Word/PDF) into XML skeleton structure compliant with eCTD 4.0/3.2.2 specifications.

Generate standardized experiment templates for Electronic Laboratory

Recommend optimal flow cytometry gating strategies for specific cell

Design multicolor flow cytometry panels minimizing spectral overlap

Grammar checking tool for AMA style medical writing

Grant proposal writing assistant for NIH (R01/R21), NSF and other mainstream

Draft IACUC protocol applications with focus on the 3Rs principles justification

Optimize IHC/IF protocols for specific tissues and antigens

Recommend suitable high-impact factor or domain-specific journals for

Generate PyMOL scripts to highlight specific protein residues in PDB

Automatically scan document reference lists and check against Retraction.

Basic sample size calculator for clinical research planning with common

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

Generates Kaplan-Meier survival curves, calculates survival statistics

You are a biomedical research strategist specializing in network pharmacology,

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

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.

airoom-ltd-global-finance-data-platform

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.

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.

Extract invoice information from images and PDF files using Baidu OCR API, export to Excel. Supports single file, multiple files, or entire directory processing. Use when the user mentions invoices, invoice recognition, extracting invoice data, processing receipts, converting invoices to Excel, or batch processing invoice files.

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.

Clearbit — person enrichment, company enrichment, prospecting, and reveal (identify website visitors).

**Deterministic Operations Only** — Every command either succeeds with clear confirmation or fails with explicit error. No ambiguous states. No silent failures. Full validation at every step.