AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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knownasnaffy Bundle AI Video Upscale 5AI-powered video upscaling with Real-ESRGAN and Waifu2x. Use when user asks to enhance, upscale, improve video quality, make HD/4K. Supports anime and real footage with progress tracking.
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knownasnaffy Bundle Repo Insights 5AI-powered GitHub repository analysis. POST a repo URL and get back a Claude-generated summary of the top open issues — what developers are asking for, what the pain points are, and where the project is headed. Built as a Flask API, deployed and running on Albion AI.
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knownasnaffy Bundle Cloudflare Global 3Cloudflare DNS and zone operations using a Global API Key. Use when the user needs to list, create, update, delete, export, or import DNS records, inspect zone settings or SSL mode, purge cache, inspect page rules or firewall rules, or work with Cloudflare tunnels using a Global API Key instead of a modern API token.
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knownasnaffy Bundle Screenshot Capture 5Capture screenshots on Windows using mss and Pillow. Provides full-screen, region, and multi-monitor capture with output as PIL Image, PNG file, or base64 string. Use when the user asks to take screenshots, capture screen content, get screen info, or needs screen images for AI vision APIs.
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knownasnaffy Bundle Ambient Audio 4Play scientifically-proven ambient sounds for focus, relaxation, meditation, and sleep. Perfect for programmers, office workers, students, and anyone needing concentration or rest. Use when user wants: white noise, pink noise, brown noise, rain sounds, singing bowl, binaural beats, brain wave tones (alpha/beta/gamma/theta). No copyright issues - all audio is algorithmically generated using ffmpeg.
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knownasnaffy Bundle Browser Agent 2Browser automation with Playwright for opening pages, taking screenshots, finding or clicking DOM elements, filling forms, extracting text, and managing cookies/session state. Use when Codex needs deterministic browser control against real web pages, smoke-testing a site, grabbing DOM evidence, or automating straightforward UI flows.
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knownasnaffy Bundle Exr 4Work with OpenEXR files — inspect channels, extract beauty/RGB passes, decode cryptomatte segmentation (material, object, asset), convert color spaces (ACEScg to sRGB), and batch process EXR directories. Use when working with EXR files, render passes, AOVs, or cryptomatte.
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knownasnaffy Bundle Self Improving Agent 10AI Self-Improving Agent v2 - Learn from mistakes, corrections, and successes. Three-layer system: passive capture + proactive check + proactive skill generation (inspired by Hermes Agent). Avoid repeating the same errors, remember user preferences, and auto-generate reusable Skills from successful task completions.
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knownasnaffy Bundle Remove Watermark 3Remove light-colored text watermarks from white-background document images (exam papers, scanned documents). No API key needed - pure local image processing. Use when the user wants to remove watermarks, clean up document screenshots, or remove light text overlays from images.
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knownasnaffy Bundle Replyher 4ReplyHer is an AI reply and message coach for people who need the right chat response fast. It helps you decode texting context, read screenshots, generate copy-ready replies, and choose the best tone for dating, workplace, family, and awkward social conversations across WeChat, WhatsApp, iMessage, and Telegram. 聊天回复、截图解读、消息代回、高情商沟通、职场与恋爱话术。
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knownasnaffy Bundle Macscreenshot 2Capture macOS screenshots for the whole screen, a specific app window, or a precisely targeted desktop window using built-in system tools. Use when the user asks to screenshot the desktop, a frontmost app, a WeChat/Weixin window, a Chrome window, or to locate a macOS window by keyword and capture it. Prefer the built-in screencapture command and CoreGraphics window enumeration via inline Swift. If required capabilities are missing, tell the user exactly which macOS permissions to enable; if Swift tooling is unavailable, tell the user how to install Xcode Command Line Tools manually.
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knownasnaffy Bundle Nft Mint Monitor 3NFT铸造监控,追踪即将铸造的热门NFT项目,提醒mint时间。每次调用收费0.001 USDT。触发词:NFT铸造、mint监控、NFT提醒、白名单mint。
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knownasnaffy Bundle Bitwarden Credential 3Store or retrieve credentials in Bitwarden via CLI. Use when asked to save, store, or add a password/API key/OAuth token/secret/credential to Bitwarden. Triggered by phrases like "save to bitwarden", "store credential", "add api key to bitwarden", "save password", or when given a name/username/password triplet to persist. Requires user to have run `bw unlock` first and provide BW_SESSION env var.
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knownasnaffy Bundle Solana Stablecoin Payments Tracking 2Real-time streaming Solana SPL stablecoin transfers (USDT and USDC) over WebSocket from the Bitquery GraphQL API. Subscribes to Transfers filtered by USDT/USDC mints and excludes swap transactions. Returns amount, AmountInUSD, sender/receiver, currency, block time/slot/height, transaction signature/fees, and program method. Use for Solana stablecoin payments, USDC/USDT streams, SPL stablecoin activity, non-swap transfers, Bitquery Solana transfers, or treasury monitoring.
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knownasnaffy Bundle Feishu Send Image 5Send images directly in Feishu chat as native image messages (not file attachments). Use when: need to send a generated image, chart, screenshot, or any local image file to a Feishu user or group chat. Triggers: "发图", "send image", "发送图片", sending charts/graphs/screenshots via Feishu. Note: OpenClaw's built-in message tool (filePath/media/buffer) does NOT work for Feishu image sending — it only produces file attachments. This skill bypasses that limitation by calling Feishu Bot API directly.
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knownasnaffy Bundle Doc Scan 4DEPRECATED — this skill has been merged into doc-process (v4.0.0+). Use doc-process instead for document scanning, perspective correction, and dewarping. doc-process includes an improved scanner with multi-strategy edge detection, sub-pixel corner refinement, and scan-quality enhancement.
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knownasnaffy Bundle Erpclaw Buying 4Procure-to-pay cycle -- suppliers, material requests, RFQs, supplier quotations, purchase orders, purchase receipts, purchase invoices, debit notes, landed costs
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knownasnaffy Bundle Memory Git Sync 3Automates the backup of the OpenClaw workspace to a remote Git repository. Handles large file exclusions, validates git configuration, and performs intelligent sync with conflict resolution.
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knownasnaffy Bundle Crypto Chart Usd 3Real-time streaming crypto token feed for charting with 1-second OHLC ticks and USD pricing across Arbitrum, Base, Matic, Ethereum, Solana, Binance Smart Chain, Tron, and Optimism — all tokens on these chains. Subscribe to a live multi-token, multi-chain stream over WebSocket: OHLC, volume (Base/Quote/USD), and USD pricing (OHLC, moving averages) from the Bitquery Trading.Tokens API.
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knownasnaffy Bundle Work Report 4Write a daily or weekly work report using git commits. Use when the user asks to write or send a daily report/standup or weekly report, especially "日报", "发日报", "周报", "发周报", "daily report", "weekly report", or "work report".
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knownasnaffy Bundle Aaron 2Persistent receptionist/orchestrator agent for all CFO dental appointments. Aaron manages scheduling, reminders, pre-appointment prep, post-appointment follow-up, and insurance coordination. Named after Aaron, who held Moses' arms up when he was too tired. Aaron does not tire. Aaron holds the calendar.
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knownasnaffy Bundle Sticker Pack Generator 5AI sticker pack generator — create custom WhatsApp stickers, Telegram sticker packs, emoji-style art, and kawaii character stickers from any description. Generate cute chibi stickers, expressive reaction stickers, and cartoon sticker sheets instantly with AI via the Neta AI image generation API (free trial at neta.art/open).
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knownasnaffy Bundle Polymarket Market Importer 4Auto-discover and import Polymarket markets matching your keywords, tags, and volume criteria. Runs on a schedule so you never miss a new market worth trading. Set your filters once — the skill handles the rest.
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knownasnaffy Bundle Omnifocus MCP 2Review what is due, capture new tasks, build projects from notes, and organize OmniFocus from natural language in OpenClaw on macOS. Use this when the user wants to read or update OmniFocus tasks, projects, folders, tags, or perspectives; the upstream OmniFocus-MCP project by themotionmachine provides the connection layer.
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knownasnaffy Bundle Bmi 3Calculate BMI, log weight entries, and chart body composition trends. Use when tracking fitness progress, setting weight goals, or reviewing data.
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knownasnaffy Bundle Filament Vault 4Track 3D printing filament inventory locally. Add spools, log usage, check stock levels, and generate spending reports. Use when: filament, spool, 3d print inventory, filament stock, what filament do I have, printing materials, filament vault, filament inventory, low stock filament.
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knownasnaffy Bundle Fb Hotel Aggregation Skill 2酒店聚合助手,整合分贝通、携程、美团、同程、华住会、锦江等多个酒店数据源,提供统一的酒店搜索、房型查询、预订服务。Invoke when user wants to search hotels across multiple platforms or aggregate hotel data from various sources.
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knownasnaffy Bundle Facebook Group Monitor 2Monitor Facebook groups for new posts using Playwright browser automation with stealth mode and persistent login session. Scrapes group feed, tracks seen posts, reports only new ones. Captures a single stitched "feed strip" screenshot (viewport scroll + Pillow stitch) for efficient LLM vision analysis — one image covers the full feed. Use when: monitoring Facebook groups, scraping FB posts, checking new group activity, Facebook automation, marketplace monitoring, book sale tracking, competitor group monitoring. Triggers: 'check Facebook group', 'scrape FB posts', 'new posts in group', 'monitor group', 'Facebook marketplace', 'group update'.
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knownasnaffy Bundle Obsidian Vault Integration 3Read and write data with an Obsidian vault used as a shared knowledge base. Use when an agent needs to read vault notes (business plan, tasks, milestones, team info), write updates back to vault files, or query vault contents. Triggers on phrases like "read the vault", "check the business plan", "update open questions", "add a milestone", "what's in the vault", "update the business plan", "check the vault".
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knownasnaffy Bundle Skill Usefulness Audit 2Audit whether installed skills still create real value. 审计已安装 skill 是否还有真实价值。Use only when the user explicitly asks to review, score, rank, consolidate, or delete installed skills across Codex, OpenClaw, Claude Code, or similar agent hosts. 当用户明确要求审查、评分、排序、合并或删除已安装 skill 时使用。This skill checks usage evidence, loads installed skill instructions, detects functional overlap, runs ablation on history for non-API and non-tool skills, scans risk signals, accepts optional offline registry metrics, then outputs a 10-point local score table, evidence, and action recommendations. 它会检查使用证据、读取已装 skill 说明、识别功能重叠、对非 API 与非工具型 skill 跑历史消融、扫描风险信号,并可读取离线社区指标,最后输出 10 分制本地评分表、判定依据和动作建议。
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knownasnaffy Bundle Fitness Plan Science Based Training Workout Auditor 2Track workouts, calculate BMI/1RM, and access exercise science guides. 支持科学健身计划制定、BMI/最大力量计算及运动解剖学参考。Use when planning gym sessions, calculating macro needs, or auditing training splits.
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knownasnaffy Bundle Skill Creator Operator 2Premium Skill Creator by Kevin Jeppesen (The Operator Vault). Create better OpenClaw skills with a premium first-use setup wizard pattern, minimal context bloat, and reusable scaffolding. Links: YouTube https://www.youtube.com/@kevin-jeppesen | Skool https://skool.com/operator-vault | Site https://theoperatorvault.io | X https://x.com/seo_ecom | LinkedIn https://www.linkedin.com/in/kevin-jeppesen/ | Facebook https://www.facebook.com/kevinjeppesen/
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knownasnaffy Bundle Advanced Dispatcher 3Route mid-session work to the right spawned model without changing the fixed main session. Use for coding, architecture, math, algorithms, web development, brainstorming, research, long-context reading, quick scripts, formatting, multi-model tradeoff evaluation, or structured build pipelines triggered by buildq:, build:, or buildx:. Default to strict no-Claude routing; allow Claude only when the current prompt explicitly includes --force-claude.
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knownasnaffy Bundle New Self Improving 6Log corrections, errors, feature requests, and recurring patterns into structured workspace learning files, then promote stable patterns into tiered memory and OpenClaw workspace files (AGENTS.md, SOUL.md, TOOLS.md, MEMORY.md). Use when: (1) user corrects you or points out mistakes, (2) a command or tool fails, (3) user requests a missing capability, (4) you notice a recurring pattern worth remembering, (5) reviewing learnings during heartbeat or maintenance, (6) promoting lessons to permanent workspace memory. Designed for OpenClaw personal-assistant and coding workflows with heartbeat integration.
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knownasnaffy Bundle PDF Watermark Remover 3Remove image-based watermarks from PDF files (e.g. "Made with Gamma", Canva, Notion watermarks). This skill should be used when the user wants to remove watermarks from a PDF, delete PDF watermarks, clean up PDF watermark text or images, or says "去水印", "remove watermark", "去掉水印", "去PDF水印", "delete watermark", "消除水印", "水印去除". Works by deleting drawing instructions from content streams and removing XObject references — no color overlay, no image replacement, clean removal with no visual artifacts.
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knownasnaffy Bundle China Apparel And Accessories Sourcing 3Comprehensive apparel and accessories industry sourcing guide for international buyers – provides detailed information about China's garment, footwear, bag, and fashion accessory manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).
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Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include ai-video-upscale, Repo Insights, cloudflare-global. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.