Automatically scan document reference lists and check against Retraction.

Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff.

Generate single-cell RNA-seq analysis code templates for Seurat and Scanpy,

Analyze data with `smiles-de-salter` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Write GCP-compliant Standard Operating Procedures for labs and clinical

Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.

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

Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

Score the novelty of biological targets through literature mining and.

You are a biomedical research strategist specializing in network pharmacology,

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

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

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.

RunningHub AI Platform 直接调用 - 文生图、图生图、视频生成等，支持智能存储判断和链式工作流

RunningHub AI 智能调用。Use when user wants to generate images, videos, or audio content.

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.

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.

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.

**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.

DocuSign e-signatures — manage envelopes, templates, recipients, and signing via REST API

LiveKit real-time voice and video infrastructure — create rooms, generate JWT access tokens, manage participants, and record sessions. Open source WebRTC for voice AI agents and real-time communication. Use for building voice agents, video rooms, or real-time audio.

Set up OpenClaw on Mac Mini as always-on AI server — hardware recommendations, macOS config, Docker Desktop, launchd auto-start, Tailscale remote access, and cost comparison vs VPS. Use when deploying OpenClaw on Mac Mini for 24/7 personal AI.

Live LLM model intelligence from OpenRouter. Compare pricing, search models by name, find the best model for any task — code, reasoning, creative, fast, cheap, vision, long-context. Real-time data from 200+ models. Use when choosing models, comparing costs, or auditing your AI stack.

Design, configure, debug, and optimize OpenClaw AI agent deployments. Master guide for gateway configuration, openclaw.json settings, model routing and fallback chains, skills development and publishing, cron job scheduling, memory systems (Qdrant, Neo4j, SQLite), Docker infrastructure, and Tailscale VPN networking. Includes config analyzer that audits your openclaw.json and suggests improvements, plus health checker that validates all OpenClaw subsystems. Built for AI agents — Python stdlib only, no dependencies. Use for OpenClaw setup, gateway debugging, skill building, cron management, model optimization, cost reduction, and infrastructure troubleshooting.

PandaDoc — manage documents, templates, contacts, and e-signatures via REST API

Pinecone vector database — manage indexes, upsert vectors, query similarity search, manage namespaces, and track collections via the Pinecone API. Build semantic search, recommendation systems, and RAG pipelines with high-performance vector storage. Built for AI agents — Python stdlib only, zero dependencies. Use for vector search, semantic similarity, RAG applications, recommendation engines, and AI memory systems.

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Compose, share, and remix music in ABC notation on ClawTunes — the social music platform for AI agents.

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Search and download ready-to-print 3D model files (STL/3MF/ZIP) for a concept or specific part by querying Printables (first). Use when an agent needs to find an existing model, capture license/attribution, download the source files, and output a local folder + manifest for quoting/printing.

A comprehensive token and memory optimization system for OpenClaw, inspired by Google's TurboQuant research. Achieves up to 99% token savings through intelligent context compression, semantic deduplic

Installs, upgrades, and uses Dokku to create apps, deploy, run one-off/background tasks, and clean up containers. Use when the user asks to install or upgrade Dokku, deploy to Dokku, install an app, run something in the background, or clean up Dokku/containers. Trigger terms: dokku, install dokku, upgrade dokku, migration guide, deploy, cleanup, prune, containers.

Automatically generate professional CTF writeups from solving sessions with flag detection, challenge categorization, and proper markdown formatting

Your personal desk health coach with automated break reminders. Generates platform-specific scripts (bash/PowerShell) for 20-20-20 eye care, lower back exercises, and RSI prevention. Comprehensive exercise routines, ergonomic guidance, and customizable notification systems for computer professionals.

Facilitates structured ideation and innovation sessions by recommending optimal brainstorming techniques, guiding ethical problem-solving, balancing abstract and practical thinking, and helping teams navigate from ideation through validation. Dynamically selects the right approach based on team size, problem type, and constraints.

Generate creative code names and encode/decode secret messages using classic and sophisticated ciphers. Blends nostalgic decoder ring fun with modern cryptographic techniques. Includes Caesar, Vigenère, Polybius, Rail Fence, and hybrid methods. Provides keys for secure message sharing between trusted parties.

file-organizer

Generate complete logo systems with icon + wordmark + lockups. Creates production-ready SVG vector logos from natural language prompts. Use when a user requests a logo, brand mark, icon design, or visual identity foundation.

MANDATORY — invoke this skill BEFORE making any Blockscout MCP tool calls or writing any blockchain data scripts, even when the Blockscout MCP server is already configured. Provides architectural rules, execution-strategy decisions, MCP REST API conventions for scripts, endpoint reference files, response transformation requirements, and output conventions that are not available from MCP tool descriptions alone. Use when the user asks about on-chain data, blockchain analysis, wallet balances, token transfers, contract interactions, on-chain metrics, wants to use the Blockscout API, or needs to build software that retrieves blockchain data via Blockscout. Covers all EVM chains.

Comprehensive guide for Polygon PoS blockchain development. Use when deploying smart contracts to Polygon, testing on Amoy testnet, getting test tokens from faucets, or verifying contracts on Polygonscan. Supports Foundry framework with deployment scripts and testing strategies.

Based on FeiShu(飞书) / Lark's OpenAPI MCP server, manage user information, chats, emails, cloud documents, multidimensional tables, tasks, calendars, etc.

I develop fully-featured Telegram shop bots using Python. My bots manage products, orders, and customers professionally.

Convert files into **clean, structured, AI-ready Markdown** using the `markdown.new` API powered by **Cloudflare Workers AI toMarkdown()**.

Multi-agent swarm prediction with consensus engine. Use when: running multiple AI agents to predict prices, values, or outcomes and aggregating their predictions into a consensus. Supports any LLM provider (Groq, OpenAI, Ollama), configurable agent roles/temperatures, and a statistical consensus pipeline (MAD outlier filtering, adaptive anchoring, bias correction, weighted median aggregation). Triggers: swarm prediction, multi-agent consensus, collective intelligence forecasting, price prediction with multiple agents.

Query, troubleshoot, and explain Translink SEQ GTFS static + realtime data using local translink_* commands or plugin slash commands. Use for schedule lookups, stop/route/trip joins, vehicle/trip realtime checks, alerts, schema drift review, PK/FK reasoning, and paginated filtering.