Skill rating

Parallel autonomous ML research agents with a Director, git worktrees for per-agent experiment branches, a Skills library for validated technique reuse, a Synthesizer that distills collective knowledg

Betting analysis — odds conversion, de-vigging, edge detection, Kelly criterion, arbitrage detection, parlay analysis, and line movement. Pure computation, no API calls. Works with odds from any sourc

Use to generate World Cup football conversation kits from standardized match input and notification retrieval. It supports prep for fan-group chats, in-person viewing, social posts, or selected module

Apple Music integration via AppleScript (macOS) or MusicKit API

Search and download related arXiv papers by topic plus date range, or from a seed paper title/id. Use when user asks to crawl related papers, collect arXiv articles, or bulk download PDFs into an arxi

Zero-trust email triage — prioritize inbox by sender trust tier, not arrival order. Surfaces paying customers immediately, batches newsletters, and applies an exception lane for unknown senders with o

Searchable knowledge base that captures and cross-references everything users share. Auto-triggers when user shares ANY URL (article, tweet, thread, repo, video, paper). Saves structured summaries wit

Generate Instagram-ready card news (카드뉴스) image sets. Use when creating a series of 5 slide images from a topic — includes content planning, image generation via nano-banana-pro, PNG→JPG conversion, c

Manage tasks, set priorities, and track deadlines locally. Supports bilingual (EN/CN) documentation. 支持个人任务管理、优先级设定及到期提醒。100% private, no cloud sync. Use when organizing daily work, planning projects,

Activate when: 'our best practices keep failing', 'experts disagree on the right answer', 'the old playbook isn't working', 'we're in crisis and don't know what to do first', 'best practice doesn't ap

Work with Promptfoo for local, repeatable LLM evals and red-team testing. Use when a request explicitly involves Promptfoo, `promptfooconfig.yaml`, Promptfoo CLI commands (`promptfoo eval`, `validate`

Mural API integration with managed OAuth for collaborative whiteboard automation. Browse workspaces, rooms, murals, and templates. Create sticky notes, search content, and manage visual collaboration.

Search the web and fetch URL content using DuckDuckGo. Use when the user wants to search for information online without requiring API keys or paid services. Supports text search with results including

Professional training course design for corporate L&D with ONE-CLICK generation of complete training packages including course materials, marketing copy, and assessments. Use when designing training c

Create a brand jingle (5–15 seconds) from a brand name and tone keywords. Use when users want a brand sound logo, audio identity, jingle, intro music, or short branded audio clip. Triggers on "品牌 jing

AI-agent-friendly Hologres CLI with safety guardrails and structured JSON output. Use for database operations, schema inspection, SQL execution, data import/export, Dynamic Table lifecycle management

When the user wants to design, optimize, or audit list layouts for content display. Also use when the user mentions "list layout," "list design," "vertical list," "stacked list," "blog list," "article

Reverse image search (find image source, visually similar images). Use when user provides an image and wants to find its origin, similar images, or verify authenticity. Supports Yandex, Google, and Bi

Read Korea OpenDART disclosures using the OpenDART API. Use when the user asks for DART 공시 조회, recent filings by company, filtering by filing type/date, or quick summaries with source links. Supports

Grade and provide feedback on English written homework for Chinese elementary school students in grades 3–6. Use when the user asks to check, correct, grade, review, or give feedback on English writin

Use when the user mentions TBC Bank, tbcbank.ge, Georgian bank APIs, PSD2 integration with TBC, account information services (AIS), payment initiation (PIS) with TBC, TPay gateway, TBC installments, o

Batch-distill completed and live OpenClaw session transcripts into structured daily memory files. Two components: distill.py (batch + live session distillation, Granola meeting note distillation, Capt

Search Google Patents database for patent research, infringement risk checks, and competitive IP analysis. Use when user mentions: 专利, patent, 侵权, infringement, 知识产权, IP, 外观设计, design patent, 专利检索, pa

Kannaka Constellation status monitoring — all apps, services, swarm health, and connectivity. Use when: AUTOMATICALLY ACTIVATE when user asks about:. "constellation status", "constellation health". "s

Content moderation plugin for OpenClaw/Moltbot AI agents. Use when building chatbots that need profanity filtering, moderating user messages in Discord/Slack/Telegram bots, or adding content moderatio

Argument self-loop: maintain an argument ledger + premise consistency report for drafted sections. **Trigger**: argument self-loop, argument chain, premise consistency, section self-check, paragraph c

Design, configure, and give identity to a companion AI agent running alongside a primary agent. A companion is a second mind in the same house — different model, different tone, same workspace, its ow

Zhipu AI Web Page Reader Tool - Fetches and parses web page content into structured Markdown or text via cURL. Use when: - Need to fetch and read the content of a web page by URL - Need to convert we

Upgrade OpenClaw and comprehensively discover new features, config options, hooks, and improvements. Use when: user says "upgrade openclaw", "update openclaw", "check for openclaw updates", "what's ne

Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should

Installs and manages Scope-Based Memory and Automated REM Sleep (memory consolidation) for OpenClaw agents. Use this skill when an agent's MEMORY.md is bloated, when the user asks to implement "REM Sl

Use PoYo AI GPT Image 1.5 through the `https://api.poyo.ai/api/generate/submit` endpoint. Use when a user wants to generate or edit media with this model family, prepare PoYo-compatible payloads, subm

Generate English hospital recommendation reports for medical travel to China, hospital matching, and redo orders. Use when needs to turn user intake data into a premium deliverable with exactly 3 reco

Apply Amazon's Leadership Principles to product building, feature development, code review, and architecture decisions. Use when building a new product or feature, reviewing code or designs, evaluatin

Generate TikTok-style slideshow assets and MP4 exports from local images, GPT Image 2 visuals, remote image URLs, or lightweight image queries plus structured copy. Use when creating 9:16 slideshow po

Design outbound GTM campaigns and write ready-to-send sequences. Use when building a new outbound motion, writing cold email or LinkedIn outreach, designing a multi-touch sequence, or rewriting low-pe

Full automated memory pipeline for OpenClaw agents. Scribe session transcripts into structured daily memory files, ingest them into Supermemory for semantic recall, and retrieve enriched context at se

Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date/category/interest, viewing paper details with comme

This skill helps users automatically extract channel-level and video detail data from a specific YouTube channel via BrowserAct API. Agent should proactively apply this skill when users express needs

Deploy web services to the cloud with Jack. Use when: you need to create APIs, websites, or backends and deploy them live. Teaches: project creation, deployment, databases, logs, and all Jack Cloud se

Get today's NBA game schedule, live scores, final results, and current season standings. Use when the user asks about NBA games today, live NBA scores, game results, NBA standings, team records, or an

Run an ICP definition or refinement workshop. Use when a team needs to define who their best customers are, align sales and marketing on targeting, identify negative ICP criteria, or build a segment-a

Transform AI conversations from answer-dispensing to deep learning. Uses Socratic questioning, explain-back verification, progressive disclosure, cognitive load management, and prior knowledge linking

MSW (Mock Service Worker) v2 best practices, patterns, and API guidance for API mocking in JavaScript/TypeScript tests and development. Covers handler design, server setup, response construction, test

Brevo (formerly Sendinblue) email marketing API for managing contacts, lists, sending transactional emails, and campaigns. Use when importing contacts, sending emails, managing subscriptions, or worki

Use PoYo AI Grok Imagine Video for short text-to-video and image-to-video generation with motion-style controls through the `https://api.poyo.ai/api/generate/submit` endpoint. Use when a user wants 6s

Astrology API: generate natal charts, synastry, composite, transits, solar/lunar returns, progressions, directions, planetary positions, house cusps, aspects, lunar metrics, horoscopes, analysis repor

Build beautiful native iOS/Android apps with Expo Router. Covers route structure, native tabs, animations, blur effects, liquid glass, SF Symbols, and platform patterns.

Manage Pipedrive CRM from OpenClaw using API v1, including people, organizations, deals, leads, activities, notes, pipelines, and custom endpoint actions. Use when a user wants to perform CRM operatio

Search Geizhals.at (Austria) with HTTP-only autocomplete + detail-page parsing (no browser automation). Use when users want quick price checks from Geizhals.at and accept unofficial/best-effort scrapi