Orchestrate real ELPA-style ensemble forecasting workflows by triggering external sub-model training jobs (for example PyTorch/Prophet/TiDE/transformers), then computing ELPA online/offline weights from validation errors. Use when you need production-oriented ensemble training instead of lightweight simulation adapters.

Use when Cartograph CLI or MCP is available and you need repository orientation, task-scoped context, or doc inputs with minimal token cost.

Download Instagram Reels, transcribe audio, and extract captions. Share a reel URL and get back a full transcript with the original description.

交互式数据清洗 CLI，支持自动类型推断、缺失值处理、重复检测

Web scraping and content extraction using Firecrawl API. Use when users need to crawl websites, extract structured data, convert web pages to markdown, scrape multiple URLs, or build knowledge bases from web content. Supports single page extraction, site-wide crawling, batch processing, and structured data extraction with CSS selectors.

Smooth CLI is a browser for AI agents to interact with websites, authenticate, scrape data, and perform complex web-based tasks using natural language.

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Clash/Mihomo 代理管理。安装配置、查看状态、切换模式/节点、测速、外网失败时自动代理。

Free daily growth assistant for online businesses. Track basic revenue metrics, get daily action priorities, and monitor progress toward goals.

Download videos from thousands of websites using yt-dlp.

Skill for interacting with the Lean-Claw Arena to prove math theorems using Lean 4.

Battle in Grid Clash - join 8-agent grid battles. Fetch equipment data to choose the best weapon, armor, and tier. Use when user wants to participate in Grid Clash battles.

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> Stop burning context. Manage your agent's token budget intelligently.

Publish content across TikTok, Instagram, YouTube, Facebook, LinkedIn, Vimeo, Vimeo OTT, and Mux. Manage team workflows, collaborate with your team, and track verified publish history.

Local speech-to-text using OpenAI Whisper. Runs fully offline after model download. High quality transcription with multiple model sizes.

Deploy, manage, and monitor static websites via the EzyHost API. Upload files, build with AI, track analytics, manage custom domains, QR codes, email capture, and team collaboration.

Real mailing address for your AI agent. Receive, scan, and forward postal mail — or send letters and documents. CMRA postal mail infrastructure your agent manages via API.

Tell users what terminal games exist in GameClaw and how to download the released CLI binaries from GitHub. Use this when users ask what games are available, want a GameClaw game, need Linux/macOS download links, or want quick run instructions for a released game.

Document OCR and parsing — converts PDF/images to Markdown on remote L4 GPU via Modal. Trigger when user says: OCR, PDF to markdown, parse PDF, extract text from PDF, 文档识别, PDF转Markdown, 扫描件识别. Takes local PDF/image files and returns Markdown with layout, tables, formulas, and OCR preserved.

Speech enhancement / vocal denoising on remote (FREE) L4 GPU. Trigger when user says: denoise, remove noise, clean up audio, 去噪, 降噪, enhance audio. Takes local audio/video files and returns noise-reduced speech audio.

Vocal isolation / background music removal on remote (FREE) L4 GPU. Trigger when user says: isolate vocals, remove background music, extract voice, 提取人声, 去除背景音乐, vocal separation. Takes local audio/video files and returns isolated vocals.

3x Faster than Whisper, Speech-to-text transcription with sentence-level timestamps on remote (FREE) L4 GPU. Trigger when user says: transcribe, speech to text, STT, speech recognition, 转录, 语音转文字. Takes local audio/video files and returns .txt (plain text) and .srt (subtitles).

MUST use after brainstorming and before executing. Creates detailed implementation plans with checkpoints, verification criteria, and execution options.

Use when managing a self-hosted Dify instance, checking feature feasibility, or orchestrating apps, prompts, datasets, and knowledge-base operations via the dify-manager MCP server.

Process, filter, and transform JSON data using jq - the lightweight and flexible command-line JSON processor.

Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.

"Pretty print JSON with indentation"

Monitor Nate B Jones's YouTube channel, pull each new video transcript (YouTube captions or auto-transcribed audio), summarize it with an abstract + bullet highlights + reference links, and distribute the digest via email, chat, and/or a document per user-configured outputs.

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Edit a raw talking-head video into a polished short-form reel with Greek karaoke subtitles. Trims silence, adds Manrope Bold subtitles, zoom effects, SFX, and image overlays. Usage - /edit-greek-reel <path-to-video> [options]

name: cfo-financial-ops

name: cro-revenue-ops

Manage TeraBox cloud storage operations including login, upload, download, share, and transfer. Use the terabox CLI tool for file management tasks.

> Part of **[ScrapeClaw](https://www.scrapeclaw.cc/)** — a suite of production-ready, agentic social media scrapers for Instagram, YouTube, X/Twitter, and Facebook built with Python & Playwright, no A

A browser-based YouTube channel discovery and scraping tool.

Helps OpenClaw Clinical Hackathon participants get started quickly building clinical and healthcare apps with Lovable. Use when the user is building a clinical app in Lovable, mentions the hackathon or Lovable, or asks for quick-start guidance for clinical projects (patient intake, dashboards, assessments, PHI-safe patterns).

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Query your reading library, book metadata, and search Hardcover's catalog.

统计 OpenClaw 的 token 用量。扫描所有 session JSONL 文件，输出 prompt/cache/output token 明细。Use when: user asks about token usage, cost, consumption, how many tokens were used, or token statistics.

Manage Shopify store — products, metafields, metaobjects, blogs & articles via Shopify Admin GraphQL API. Pure official Shopify API wrapper with no third-party plugins required; built on the same API surface as Shopify CLI, giving you full control without extra dependencies.

Full podcast post-production pipeline. Give it a transcript or audio URL and it produces show notes, chapter markers, social media clips, SEO title/description, and a newsletter summary — all in one shot. Use when the user mentions podcast, episode, transcript, show notes, chapters, or timestamps.

Quick guide for BioFlow backend API usage and integration. Use when an agent needs concise project intro plus end-to-end API flow: signup/login, file upload/download, token balance query, task submission, and result retrieval.

Multi-flow API workflow skill for this DrugFlow Django repository. Use when an agent needs executable end-to-end API procedures such as login/register, workspace and balance retrieval, job listing, virtual screening, docking, ADMET, rescoring, structure extraction, and molecular factory.

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Full-featured headless browser for OpenClaw agents. Navigate, snapshot with accessibility tree (@ref clicks), tabs, JS execution, cookie import. No vision model needed — free, fast, reliable.

Find trending topics, create editorial-style social media graphics, and post to X/Twitter and Instagram. Includes image generation with photographic backgrounds, dark gradient overlays, and bold typography. No paid social APIs needed.

Extract text from PDFs using Google Gemini OCR. Use when extracting text from PDFs, performing OCR on scanned documents, or processing image-based PDFs.

Transform any text into emotionally expressive audio with ambient soundscapes using ElevenLabs v3 audio tags and Sound Effects API