Skill rating

Map unfamiliar codebases into modules, owners, and entrypoints. Use when handling development work that needs repeatable steps, quality gates, and practical outputs.

Automate LimeSurvey operations via RemoteControl 2 API. Use when: (1) managing surveys, questions, groups, or participants, (2) exporting responses or statistics, (3) sending invitations or reminders,

Automatically analyze and reduce OpenClaw token waste through context compression, tool-call deduplication insights, model selection guidance, and session hygiene checks. Use when sessions are nearing

Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout

Analyze iMessage (macOS) and Signal conversation history to reveal relationship dynamics — message volume, initiation patterns, silence gaps, tone samples, and recent exchanges. Use when asked to anal

Edge-optimized RAG memory system for OpenClaw with semantic search. Automatically loads memory files, provides intelligent recall, and enhances conversations with relevant context. Perfect for Jetson

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

Agent Skill for Swift architecture design and implementation patterns, with architecture-specific playbooks and review checklists. Use when designing new features, refactoring existing modules, review

Upscale images to 2K, 4K, or 8K resolution using WaveSpeed AI's Image Upscaler. Takes an image URL and produces a higher-resolution version. Supports JPEG, PNG, and WebP output formats. Use when the u

Download PDFs from PubMed Central (PMC) and Europe PMC. Use when the user needs to download open-access academic papers from PubMed Central using PMC ID, PubMed URL, PMID, or DOI. Supports single down

Track product prices across ecommerce sites and alert on offers or target-price hits. Use when a user wants to monitor one or many product URLs or item queries, compare current vs previous prices, det

Send and receive voice messages on Feishu (Lark) using ElevenLabs TTS and STT. Activate when user asks to send a voice message on Feishu, or when receiving a Feishu audio message (media attachment wit

Home Assistant custom integration patterns and architectural decisions. Use when building HACS integrations, custom components, or API bridges for Home Assistant. Covers service response data, HTTP vi

Deterministic rule-based system for classifying clarified input into a single primary task category and assigning execution complexity. Use when the Main Agent needs to categorize user requests before

Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle assembly script, or s

Entry skill for Volcengine ARK model invocation and routing. Use when users ask to start with ARK, need request templates, endpoint setup, model routing, or authentication troubleshooting.

Fetch China A-share stock market data (bars, realtime quotes, tick-by-tick transactions) via mootdx/TDX protocol. Use when working with Chinese stock data, mootdx library, TDX quotes, intraday minute

Azure AI Evaluation SDK for Python. Use for evaluating generative AI applications with quality, safety, and custom evaluators. Triggers: "azure-ai-evaluation", "evaluators", "GroundednessEvaluator", "

Creates or updates a proxied Cloudflare DNS A record. Use when you need to programmatically point a subdomain to an IP address. Takes record name, zone name, and IP address as input.

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong

Create stunning, animation-rich HTML presentations from scratch or convert PowerPoint files (.ppt/.pptx) to beautiful web slides. Use when the user wants to build a pitch deck, presentation, slideshow

Trigger and manage OpenClaw outbound phone receipts via ElevenLabs+Twilio for task completion/failure notifications. Use when user asks to call them after finishing/failing a task, asks to enable/disa

Google search via Scrapling’s StealthyFetcher/StealthySession. Use to run Google queries and return clean top-result titles + links (plain text or JSON). Includes a deterministic install script that s

Export Tencent Meeting (腾讯会议) recording transcripts from public share links. Use when user needs to extract meeting transcription data, AI summaries, smart chapters, or critical events from Tencent Me

Generate human-like speech audio with Model Studio DashScope Qwen TTS models (qwen3-tts-flash, qwen3-tts-instruct-flash). Use when converting text to speech, producing voice lines for short drama/news

Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", "BlobServiceClient", "ContainerClient", "BlobClient

API-key-free online research via the built-in browser tool. Use this skill when web_search fails due to missing keys, and you still need web evidence.

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimiz

Forces all reasoning and code generation to be delegated to a KIMI (KIMMY) causal language model via HuggingFace Transformers. Use this skill when the agent must never reason or author code itself and

Run OpenAI Codex CLI from OpenClaw for coding tasks in a target project directory. Use when the user asks OpenClaw to use Codex for implementation, debugging, refactoring, review, or scripted coding w

Cross-reference restaurant recommendations from Xiaohongshu (小红书) and Dianping (大众点评) to validate restaurant quality and consistency. Use when querying restaurant recommendations by geographic locatio

Safely rotate the OpenRouter API key across all config files in an OpenClaw installation. Finds every location where the key is stored, updates them, restarts the gateway, and verifies the new key wor

Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. Use when asked to clean up a SwiftUI view’s layout/ordering, handle view models safely (no

Visualizes Product Manager thoughts (Why, What, How, User Journey) into an editable Excalidraw diagram. Use when the user asks to "visualize specs", "create a PM diagram", or "map out product thoughts

Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human tone without obvious AI tells.

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.

Format commit messages using the Conventional Commits specification. Use when creating commits, writing commit messages, or when the user mentions commits, git commits, or commit messages. Ensures com

Integrate Didit Age Estimation standalone API to estimate a person's age from a facial image. Use when the user wants to estimate age, verify age, implement age gating, check if someone is over 18/21,

Send voice message replies in iMessage using local Kokoro-ONNX TTS. Generates native iMessage voice bubbles (CAF/Opus) that play inline with waveform — not file attachments. Use when receiving a voice

Control Godot Editor via OpenClaw Godot Plugin. Use for Godot game development tasks including scene management, node manipulation, input simulation, debugging, and editor control. Triggers on Godot-r

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liqui

Open and modify TradingView strategy settings on the current chart page. Use when: user wants to change strategy parameters, adjust inputs like stop-loss/take-profit/period/amount, modify strategy pro

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help doc

Execute coding tasks using the Cursor CLI in headless print mode. Use when delegating code writing, refactoring, analysis, or review tasks to a headless Cursor agent process, running automated code ch

Generate images via OpenRouter (google/gemini-2.5-flash-image) and send to Telegram. Use when user asks for AI-generated images in TG.

Control smart home devices (lights, TV, etc.) via the Google Assistant SDK. Use when the user wants to trigger home automation commands.

Feishu IM messaging operations: send messages, images, files to users and groups via Bot API. Activate when user mentions: 飞书发图、发送图片、飞书消息、im:resource、image_key、飞书附件、飞书机器人发消息。

QMD memory system telemetry — measure index health, BM25 retrieval quality, coverage maps, and trend analysis. Use when running QMD memory backend and need diagnostics on retrieval quality, index fres

Create and develop Obsidian plugins from scratch. Use when building a new Obsidian plugin, scaffolding from the sample-plugin-plus template, or developing plugin features. Covers project setup, manife

Unified integration skill for React Native Update / Pushy（统一入口）across OpenClaw and Claude Code workflows. Use for 安装配置, appKey/update.json 接线, iOS/Android 原生改动, 更新策略（checkStrategy/updateStrategy）, exp