UniClawBench

Drive a headed Chromium via the agent-browser CLI — open/click/type/hover/scroll/screenshot/snapshot/eval/pdf/network-route. Use this for any web interaction; no native browser tool is exposed.

Search, install, and verify Debian or Ubuntu packages with apt-get in the container.

Search the web using DuckDuckGo. No API key required. Supports instant answers and HTML scraping modes. Privacy-focused search alternative.

Control the Linux desktop GUI using xdotool, wmctrl, dogtail, and scrot. Provides a window list, an accessibility-tree viewer (with coordinates) for finding buttons and text fields, a thin xdotool wrapper for actuating them, and a launcher helper that enables accessibility for Electron/Chromium apps.

This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.

Placeholder task skill.

Extract text from images using Tesseract.js OCR (100% local, no API key required). Supports Chinese (simplified/traditional) and English.

Create, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation. Use when (1) the task is about Excel, `.xlsx`, `.xlsm`, `.xls`, `.csv`, or `.tsv`; (2) formulas, formatting, workbook structure, or compatibility matter; (3) the file must stay reliable after edits.

Parse, search, and analyze application logs across formats. Use when debugging from log files, setting up structured logging, analyzing error patterns, correlating events across services, parsing stack traces, or monitoring log output in real time.

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

Create Mermaid diagrams and simple local SVG renderings from structured source material without requiring an external MCP server.

Use when designing database schemas, writing migrations, optimizing SQL queries, fixing N+1 problems, creating indexes, setting up PostgreSQL, configuring EF Core, implementing caching, partitioning tables, or any database performance question.

Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.

Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detection, and rumor / early-signal detection. Use for stock analysis, portfolio tracking, earnings reactions, crypto monitoring, trending stocks, or finding rumors before they hit mainstream.

Extract text from images using Tesseract OCR

Excel 表格处理 | Excel Spreadsheet Processing. 创建、读取、编辑 Excel 文件 | Create, read, edit Excel files. 支持公式、图表、数据分析 | Supports formulas, charts, data analysis. 触发词：Excel、表格、xlsx.

This skill should be used when the user needs to interact with Discord — posting messages, reading channel history, formatting content for Discord's Markdown dialect, or managing webhooks. Trigger phrases include "post to Discord", "Discord message", "format for Discord", "Discord channel", "send to Discord".

Essential Git commands and workflows for version control, branching, and collaboration.

Format and beautify markdown documents with configurable styles. Preserve structure, fix formatting, ensure consistency.

Docker containers, images, Compose stacks, networking, volumes, debugging, production hardening, and the commands that keep real environments stable. Use when (1) the task touches Docker, Dockerfiles, images, containers, or Compose; (2) build reliability, runtime behavior, logs, ports, volumes, or security matter; (3) the agent needs Docker guidance and should apply it by default.

Use when reviewing code for security vulnerabilities, implementing authentication flows, auditing OWASP Top 10, configuring CORS/CSP headers, handling secrets, input validation, SQL injection prevention, XSS protection, or any security-related code review.

Work with Obsidian vaults as plain Markdown folders for offline note graph audits.

Process, transform, analyze, and report on CSV and JSON data files. Use when the user needs to filter rows, join datasets, compute aggregates, convert formats, deduplicate, or generate summary reports from tabular data. Works with any CSV, TSV, or JSON Lines file.

Professional data visualization using Python (matplotlib, seaborn, plotly). Create publication-quality static charts, statistical visualizations, and interactive plots. Use when generating charts/graphs/plots from data, creating infographics with data components, or producing scientific/statistical visualizations. Supports PNG/SVG (static) and HTML (interactive) export.

Generate professional PDFs from Markdown, HTML, data, or code. Reports, invoices, contracts, and documents with best practices.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Designs refreshable Excel dashboards (Power Query + structured tables + validation + pivot reporting). Use when you need a repeatable weekly KPI workbook that updates from files with minimal manual work.

Advanced suite for creating, editing, and analyzing Microsoft Office documents (Word, Excel, PowerPoint). Provides specialized tools for automated reporting and document management.

文档处理技能 - 让 AI 能够读取、解析、提取 PDF、DOCX、PPT 等文档的关键信息。当用户要求分析文档、提取内容、总结报告时触发此技能。

Word 文档处理 | Word Document Processing. 创建、读取、编辑 Word 文档 | Create, read, edit Word documents. 支持 .docx 格式、格式化、表格、图片 | Supports .docx format, formatting, tables, images. 触发词：Word、文档、docx.

Manage Trello boards, lists, and cards via the Trello REST API.

Turn a dated task list into a concise weekly time-block plan, CSV schedule, and calendar-friendly event list.

Manage tasks and projects in Todoist. Use when user asks about tasks, to-dos, reminders, or productivity.

Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) you need to analyze, visualize, or explain data; (2) the user wants reports, dashboards, or metrics turned into a decision; (3) the work involves SQL, Python, spreadsheets, BI tools, or notebooks; (4) you need to compare segments, cohorts, funnels, experiments, or time periods; (5) the user explicitly installs or references the skill for the current task.

Browse and search Reddit in read-only mode using public JSON endpoints. Use when the user asks to browse subreddits, search for posts by topic, inspect comment threads, or build a shortlist of links to review and reply to manually.

Use when you need to control Slack from Clawdbot via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.

Organize project notes into durable decisions, actions, risks, references, and open questions.

Read Notion pages, blocks, and child pages through the Notion API using the provided integration token.

Read Airtable bases, tables, and records with the official REST API using a provided personal access token.

Master Excel, Word, PowerPoint, and Google Workspace with formulas, formatting, and automation.