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Data Anomaly Detector

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

ai-data-analysis

Automates CSV/Excel data cleaning, statistical analysis, trend detection, anomaly identification, visualization, and report generation.

It is designed for scenarios that require direct operating system application and in-depth data analysis. [Forced trigger scenario]: - User mentions reading/writing/manipulating Excel, WPS, Word, TXT, Markdown, RTZ, etc. - User wants to "grab", "extract", and "get" data from any application - User needs to perform "in-depth analysis", "trend research", "anomaly detection", and "prediction" on the data - User requests to generate "charts", "visualizations", "dashboards", "data reports" - users say, "Help me see in this document..." Analyze this data...", "Make a chart presentation..." - Any task involving cross-application data flow [Core Competencies]: System interface calls × Data in-depth analysis × Professional visualization IMPORTANT: As long as it involves any of the file operations, data analysis, and visualization, this skill must be used. Don't skip tasks just because they "look simple" - there are many pitfalls in the underlying interface calls, and there are pitfall avoidance guides in the skills.

专为需要直接操作系统应用并进行深度数据分析的场景设计。 【强制触发场景】： - 用户提及 Excel、WPS、Word、TXT、Markdown、RTZ 等文件的读取/写入/操控 - 用户想从任何应用中「抓取」「提取」「获取」数据 - 用户需要对数据进行「深度分析」「趋势研究」「异常检测」「预测」 - 用户要求生...

Imou Open Device Config

imou / Imou / 乐橙 / lechange 设备安防配置技能。支持设备动检计划、动检灵敏度、隐私模式（close camera）开关。 Manages device channel security configuration: motion detection schedule, motion de...

Video To Text

Convert video or audio files from URLs into text or subtitle formats using a free API with automatic language detection and no local downloads required.

Intelligent Public Smoking Detection Skill | 公共场所吸烟行为智能检测技能

Automatically detects smoking behavior in target areas based on computer vision; supports real-time detection of video streams, images, and video files; iden...

Camoufox Tools

Simplified CLI tools for camoufox anti-detection browser automation. Provides fox-open, fox-scrape, fox-eval, fox-close, and fox-bilibili-stats commands for...

Zotero

Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or

Workplace Phone Usage Smart Monitoring Skill | 职场玩手机智能监测技能

Based on computer vision, automatically detects employees playing with phones during work hours, supports real-time video stream and image detection, counts...

Smart Feeder Pet Detection & Recognition Skill | 智能喂食器宠物检测识别技能

Based on computer vision, automatically detects and recognizes cats and dogs appearing in the target area from the perspective of feeder/IPC cameras, and sup...

skill_install

Install OpenClaw skills from clawhub.ai ZIP files with automatic detection, validation, and Gateway updates. Supports file search, duplicate checking, and in...

Regional Humanoid Detection Skill | 区域人形检测技能

Automatically detects personnel in target areas based on computer vision. Supports real-time video stream detection and is suitable for monitoring personnel...

issuu_downloader

Download any public Issuu document as a high-quality PDF with automatic proxy detection and anti-blocking features for reliable access.

Ayao Updater

Automatically updates OpenClaw and installed skills on a configurable schedule, handling package manager detection, local changes, and notifications.

tencent cvp skill

All-in-one Android phone automation via ADB: screen analysis, touch/input, foreground app detection, app install. Use for any task that involves operating th...

Mechanic

Vehicle maintenance tracker and mechanic advisor. Tracks mileage, service intervals, fuel economy, costs, warranties, and recalls. Researches manufacturer schedules, estimates costs, projects service dates, tracks providers, and proactively reminds about upcoming/overdue services. Supports VIN decode and auto-population of vehicle specs, NHTSA recall monitoring, MPG tracking with anomaly detection, warranty expiration alerts, pre-trip/seasonal checklists, mileage projection, service provider his

Scrapling Web Scraping

Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need...

Visual Regression Testing

Designs AI-driven visual regression testing workflows and alerts for e-commerce sites, enabling mobile/desktop UI checks and change detection across major pl...

nix-community/nix-init

Generate Nix packages from URLs with hash prefetching, dependency inference, license detection, and more [](https://github.com/nix-community/nix-init/actions/workflows/ci.yml)

Sentiment Bot

Analyze sentiment of text or URLs. Supports batch analysis, emotion detection, comparative and trend analysis.

Inner Life Reflect

Your agent repeats the same patterns without learning. inner-life-reflect adds self-reflection with trigger detection and quality gates — your agent observes...

Model Alias Append

Automatically appends the model alias to the end of every response with integrated hook functionality and configuration change detection. Use when transparency about which model generated each response is needed. Use when: providing model transparency, tracking which model generated responses, monitoring configuration changes, or ensuring response attribution.

Trigger Evaluator

Evaluate real OpenClaw trigger rules against the current database state. Use for heartbeat-style trigger checks, especially stale mission detection backed by...

Whisper Transcribe

Transcribe audio files to text using OpenAI Whisper. Supports speech-to-text with auto language detection, multiple output formats (txt, srt, vtt, json), batch processing, and model selection (tiny to large). Use when transcribing audio recordings, podcasts, voice messages, lectures, meetings, or any audio/video file to text. Handles mp3, wav, m4a, ogg, flac, webm, opus, aac formats.

Qwen Asr Skill

Provides high-accuracy speech-to-text conversion supporting 22 Chinese dialects and 30 languages with automatic language detection, running on CPU.

Clawdbot Skill Update

Comprehensive backup, update, and restore workflow with dynamic workspace detection

Cuihua Dependency Updater

📦 AI-powered dependency update assistant. Intelligently update npm/yarn packages with safety checks, breaking change detection, and automated testing. Keep...

Task Detection + Proactive Thinking

Incomplete task detection + proactive thinking. Automatically scans task status, identifies anomalies, generates solutions, and attempts auto-fixes.

video-clip-skill

Clips a YouTube video locally using yt-dlp and ffmpeg. Supports auto-highlight detection, translation, and CapCut-style karaoke subtitle burning. Triggers wh...

Lynkr AI Routing Proxy

Intelligent LLM routing proxy with complexity-based tier routing, agentic workflow detection, and multi-provider failover. Drop-in replacement for direct pro...

Safe Exec.Bak

Safe command execution for OpenClaw Agents with automatic danger pattern detection, risk assessment, user approval workflow, and audit logging. Use when agen...

Smart Scraper

AI-powered web scraper with intelligent structure recognition. Extracts lists, articles, and tables from any website with automatic type detection.

Meshtastic Detection

Receive DETECTION_SENSOR_APP alerts from Meshtastic LoRa devices via USB. When the remote sensor GPIO triggers (preset target detected), store the event and...

Scrapling Web Scraping

Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need...

Annotation Format Converter

Convert annotation files between COCO, YOLO, VOC, and LabelMe formats with auto-detection and support for batch processing of folders.

Invoices

Capture, extract, and organize received invoices with automatic OCR, provider detection, and searchable archive.

Vlmrun Cli Skill

Use the VLM Run CLI (`vlmrun`) to interact with Orion visual AI agent. Process images, videos, and documents with natural language. Triggers: image understanding/generation, object detection, OCR, video summarization, document extraction, image generation, visual AI chat, 'generate an image/video', 'analyze this image/video', 'extract text from', 'summarize this video', 'process this PDF'.

CTF Writeup Generator

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

Truly Local Piper Multilang TTS (secure)

Local offline text-to-speech via Piper TTS. Self-contained setup, automatic language detection, per-call voice selection. Extensible to any language. Writes...

upload-fit-to-blackbird-web

Automatically batch upload modified _GM.fit files to the Blackbird Cycling web platform with login detection and upload status handling.

reacherhq/check-if-email-exists

[[check-if-email-exists](https://crates.io/crates/check-if-email-exists)] - Check if an email address exists without sending any email, with SMTP validation, disposable address detection, and catch-all checks [![Actions Status](https://github.com/reacherhq/check-if-email-exists/workflows/pr/badge.sv

LinkedIn Bulk Connect

Send LinkedIn connection requests to a list of people via browser automation and track status in a CSV/TSV file. Use when the user wants to bulk-connect with a list of people on LinkedIn (founders, speakers, leads, etc.) from a spreadsheet or list containing LinkedIn profile URLs. Handles Connect button, Follow-mode profiles, already-connected detection, stale URL fallback via LinkedIn search and Google search, and incremental status tracking.

aegis-skill-vetter

Enterprise-grade security vetting protocol for AI agent skills. Automated threat detection, quantified risk scoring, and zero-trust code analysis.

Aegis Firewall

Defensive execution, background scanning, anomaly detection, and prompt-injection containment for Codex/OpenClaw workflows. Use when working with untrusted e...

Release Skills

WHAT: Universal release workflow with auto-detection, multi-language changelogs, semantic versioning, and git tagging. WHEN: User wants to create a release, bump version, update changelog, push a new version, or prepare for deployment. KEYWORDS: "release", "发布", "new version", "新版本", "bump version", "update version", "更新版本", "push", "推送", "create release", "prepare release", "tag version"

Scanner

Transform document photos into clean scanned-looking pages with automatic edge detection, cropping, and perspective correction. Use when (1) the user wants a...

Pharma Csv Pro

Professional pharmaceutical CSV analysis with regulatory compliance, OOS/OOT detection, stability trending, and GMP-compliant reporting. Use for batch record...

Eason Soul Guardian

Drift detection + baseline integrity guard for agent workspace files with automatic alerting support