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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...

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

shapefile

Inspect, explain, validate, and convert ESRI Shapefile datasets, including `.shp/.shx/.dbf/.prj` sidecar requirements, CRS detection, field-name/type limits,...

shapefile

Inspect, explain, validate, and convert ESRI Shapefile datasets, including `.shp/.shx/.dbf/.prj` sidecar requirements, CRS detection, field-name/type limits,...

X402 Cfo

Financial brain for x402 payments — budget enforcement, cost policies, spend analytics, anomaly detection, and audit trail for autonomous agents.

openclaw configure backup

Backup OpenClaw configuration file with hash-based change detection. Use when user asks to backup, create backup of, or save OpenClaw config (openclaw.json)....

Google Analytics Intelligence

Analyze GA4 data, detect traffic anomalies, and generate actionable growth recommendations. Use when the user needs revenue tracking, anomaly detection, or t...

Personal Finance Tracker

Track personal finances with cashflow reviews, recurring bill detection, debt triage, CSV imports, and net worth snapshots.

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.

Smart Web Scraper

Extract structured data from any web page. Supports CSS selectors, auto-detection of tables and lists, JSON/CSV output formats. Use when asked to scrape a we...

CoinAlyze

Cryptocurrency real-time charts, price levels, statistics and candlestick patterns detection.

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.

Analyst Mastery — World-Class AI Signal Intelligence System

World-class autonomous data analysis, signal detection, and operational intelligence skill system. Use ANY time the user asks to analyze, measure, track, rep...

x-df

Enhanced `df` combining disk usage and mount info. Supports CSV, TSV, and TUI with filesystem type detection. **Dependency**: This is an x-cmd module. Instal...

Pharma Csv Pro

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

bybit-order-book

Download, process, and backtest ByBit derivatives historical order book data. Use this skill when the user wants to: (1) download historical order book snapshots from ByBit's derivatives history-data page using Selenium automation, (2) process/unzip ob500 JSONL files and filter to depth 50, (3) run any of 10 order-book-based trading strategies (Order Book Imbalance, Breakout, False Breakout, Scalping, Momentum, Reversal, Spoofing Detection, Optimal Execution, Market Making, Latency Arbitrage) ag

🦒 Giraffe Guard — 长颈鹿卫士

Scan OpenClaw skill directories for 22 supply chain attack patterns with context-aware detection, colored output, JSON reports, and whitelist support.

youtube copy of yt

Fetch YouTube video transcripts via APIFY API using residential proxies to bypass bot detection, supporting text and JSON output formats.

Einstein x402 Blockchain Analytics

Blockchain analytics and DeFi intelligence via Einstein's x402 micropayment services. Use when user wants on-chain market analysis, token research, whale tracking, smart money tracking, rug pull scanning, launchpad monitoring (Pump.fun, Zora, Virtuals), portfolio analysis, MEV detection, cross-chain arbitrage, or Polymarket data. Supports Base, Ethereum, BSC, Arbitrum, Polygon, Optimism, zkSync, Solana. Costs $0.25-$1.15 USDC per query via x402 protocol on Base.

Project Tracker

Multi-project tracker with status dashboards, milestone tracking, stalled project detection, priority scoring, and automated weekly progress reports.

Bright-L01/networkx-mcp-server

🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

File Splitter

Split large files into smaller chunks with semantic boundary detection. Supports JSON, Markdown, and TXT formats. Preserves data integrity by splitting at na...

AI Data Analysis

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

AI-CLI Design

Design CLI tools as local APIs for AI agents. TTY detection, --json output, stderr/stdout separation, exit codes. | 为 AI 设计 CLI 工具的规范：TTY 检测、JSON 输出、stderr/s...

Outlier Detection & Handling

Use outlier detection handler for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Graph Analysis

Analyze graphs and networks using Python NetworkX — centrality, shortest paths, community detection, and visualization.

Etalon Tech Scan

Technology stack detection for any domain using the ETALON CLI. Identifies frameworks, CDNs, CMS platforms, analytics, payment systems, hosting providers, an...