Document Processing AI agent skills

2,011 skills in the archive. Read a skill’s instructions or open its original repository.

• Sn Ppt Story

  by @OpenSenseNova

  当前 PPT 任务已由 sn-ppt-entry 建好 DECK_DIR（task_pack.json 与 info_pack.json 已写入）后，必须由本 skill 将 query、全部用户材料与已完成 Research 编排为唯一可编辑的 outline.md 时使用。本 skill 是 entry → 出口（standard / dazzle / creative）之间的强制中间环节：不允许执行 Agent 跳过本 skill 直接依据…

• Docx

  by @ageerle

  Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with…

• Streamdown

  by @vercel

  Implement, configure, and customize Streamdown — a streaming-optimized React Markdown renderer with syntax highlighting, Mermaid diagrams, math rendering, and CJK support. Use when working with Streamdown setup, configuration,…

• 5writing

  by @jihe520

  数学建模竞赛论文撰写阶段，支持 Typst 和 LaTeX 双引擎。根据 ANALYSIS_MODELING_REPORT.md、RESULTS_REPORT.md 和 figures/*.pdf 选择比赛模板、排版引擎、组织章节，并在论文正文中按章节直接插入图表。

• Mathmodel Figure Templates

  by @jihe520

  Use this skill in the MathModel LaTeX sandbox when the user asks to reproduce built-in scientific visualization templates, especially prompts from the Improve tab mentioning $mathmodel-figure-templates, 科研绘图模板, SHAP蜂群柱状图, 配对云雨图,…

• 6verity

  by @jihe520

  数学建模竞赛最终验证和验收阶段，支持 Typst 和 LaTeX 双引擎。用于论文写完后检查章节数量、标题顺序、图表引用、数值一致性、占位符、内部文件泄露、参考文献、代码可复现性、编译和提交就绪状态。

• 4drawio

  by @jihe520

  数学建模非数据型图示绘制阶段。根据 ANALYSIS_MODELING_REPORT.md、RESULTS_REPORT.md 和已有 figures/ 生成技术路线图、子问题求解流程图、模型结构图、数据处理流程图等 DrawIO 图，并导出论文可引用 PDF。

• 3coding Visual

  by @jihe520

  数学建模编程实现与数据图表生成阶段。根据 ANALYSIS_MODELING_REPORT.md 编写可复现代码、运行求解、验证约束、输出 RESULTS_REPORT.md 并生成论文可用的数据驱动图表 PDF。

• 1start Mathmodel

  by @jihe520

  数学建模竞赛工作流入口。用于启动完整建模流程：询问用户偏好，生成 plan.md 和 todo.md，并按阶段调用赛题分析、建模、代码与图表、流程图、论文撰写、验证验收等 skills。

• Doctor

  by @jihe520

  环境检查与安装向导。检查数学建模工作流所需的全部依赖是否已安装，对缺失项提供安装命令，并在用户确认后执行安装。手动触发。

• Sn Deepresearch Cli

  by @OpenSenseNova

  一键启用 SenseNova-Skills-DeepResearch，用于行业与市场研究、竞品分析、政策或技术调研、商业尽调、趋势分析、方案对比、事实核查，以及研究报告、白皮书等交付场景。用户提出深度研究、调研、调查、尽调、research/deepresearch，或任务需要跨来源取证、多维度比较和交叉验证时主动使用；Skill 会完成环境检查、SenseNova-Skills-DeepResearch 安装或升级、Harness 与…

• Sn Da Non Spreadsheet Analysis

  by @OpenSenseNova

  Word / PDF / PPT 文档解析与数据分析引擎。覆盖三类文件格式的全量提取、表格数值化、图表理解与跨文档汇总分析。**遇到以下任一情况就主动使用本 skill**：①用户上传或指定了 .docx / .doc / .pdf / .pptx / .ppt 文件并要求分析、提取或统计其中内容；②用户出现触发词：Word分析 / PDF解析 / PPT提取 / 文档分析 / 报告解析 / 幻灯片分析 / 发票提取 / 合同分析 / 文档统计 /…

• Dynamic Large File Parquet Analysis

  by @OpenSenseNova

  动态统计Excel总行数，当数据量过大（≥10000行）时自动转换为Parquet格式加速读取，并对指定目标列进行条件筛选、分类汇总与结果导出，适用于超大体积Excel文件的快速读取与统计分析。

• Invalid Data Cleaning

  by @OpenSenseNova

  用于大规模Excel数据的预处理，通过统计总行数判断是否转换为Parquet格式以提升读写效率，并使用正则表达式清洗指定文本列（如仅保留中文字符），最后导出清洗后的文件并提供下载链接。

• Excel Sheet Filter Export

  by @OpenSenseNova

  动态统计多Sheet Excel文件行数以判断大文件处理逻辑，并根据特定条件筛选数据、重命名字段后导出为包含下载链接的新Excel文件，适用于多Sheet数据探查与条件过滤导出场景。

• Large Excel Analysis And Formatting

  by @OpenSenseNova

  用于处理多Sheet大型Excel文件，支持大文件Parquet格式转换提速，并使用openpyxl生成带条件高亮和自定义样式的格式化Excel报告及下载链接。

• Dynamic Percentage And Large File Analysis

  by @OpenSenseNova

  根据文件行数动态切换大文件处理策略（Parquet转换），通过逐行扫描或列匹配提取关键指标并计算占比、均值等统计量，最终输出结构化Excel报告及可视化图表。

• Large File Parquet Analysis And Highlight

  by @OpenSenseNova

  当Excel文件总行数超过1万行时，通过转换为Parquet格式提升读取性能，提取目标指标并计算最大值，最后将结果输出为Excel并对特定行进行高亮标注。

• Word Analysis

  by @OpenSenseNova

  Word (.docx/.doc) 文档全量解析。覆盖：正文/段落文本提取、表格数据提取、高亮/颜色格式读取、多文件汇总对比、嵌入图片转 caption。

• Group By Analysis

  by @OpenSenseNova

  对多 Sheet 的 Excel 文件进行行数统计、大文件 Parquet 转换预处理、数据清洗及分组聚合分析，并生成带样式标记的统计表与可视化图表。

• Chart Embedded Export

  by @OpenSenseNova

  从结构化数据中提取分类分布执行清洗与统计，生成多维度交叉分析、高分辨率对比图表及包含下载链接的完整分析报告，适用于大文件处理与嵌入式可视化场景。

• Formatted Export With Parquet

  by @OpenSenseNova

  从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。

• Pdf Analysis

  by @OpenSenseNova

  PDF 文档解析。自动区分文字型 PDF 与扫描型 PDF，覆盖：文本/表格提取、多页全量扫描、嵌入图表 caption、单位感知数值计算。

• Excel Threshold Analysis And Styling

  by @OpenSenseNova

  根据 Excel 数据量级自动判断处理策略，执行数值列清洗、条件过滤，并使用 openpyxl 对符合条件的单元格进行样式标记与导出。

• Time Series And Categorical Analysis

  by @OpenSenseNova

  对时间序列或分类数据进行多维度趋势分析、百分比清洗、绩效分级建模与预测，并生成高分辨率的可视化综合报告，适用于业务指标监控与预测场景。

• Excel Large File Processing And Cleaning

  by @OpenSenseNova

  读取多 sheet Excel 文件，动态识别目标列进行统计，并使用正则清洗文本字段提取中文字符，最终输出标准化 Excel 文件。

• Numeric Format Normalization

  by @OpenSenseNova

  对 Excel 数据进行数值格式标准化与清洗，支持大规模数据的 Parquet 转换流程，并完成关键指标的合计核对与结果文件导出。

• Top Value Coloring

  by @OpenSenseNova

  根据数据规模动态选择处理策略，对多表数据进行合并、统计筛选，并利用 openpyxl 实现关键指标的自动化样式高亮与格式化导出。

• Trend Analysis

  by @OpenSenseNova

  基于多维度数据进行分级评估与趋势预测，通过设定差异化增长率计算预测值，并生成对比可视化图表，适用于绩效评估、目标设定等场景。

• Text Normalization And Large File Processing

  by @OpenSenseNova

  对Excel文件进行文本标准化清洗（如去除异常前缀、提取纯中文字符等），并，最终输出清洗后的Excel文件并提供下载链接。

• Large File Kpi Analysis

  by @OpenSenseNova

  根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。

• Pie Chart Data Analysis

  by @OpenSenseNova

  对多Sheet Excel或CSV数据进行分类汇总统计，自动识别关键字段并生成包含占比、数值及美化饼图的可下载分析报告。

• Pivot Table Cross Analysis

  by @OpenSenseNova

  利用交叉表与热力图对分类数据进行多维度占比分析，适用于奖项分布、绩效评估或市场占有率等结构化数据的清洗与可视化。

• Excel Conditional Filtering Optimization

  by @OpenSenseNova

  根据多维数值条件筛选 Excel 数据并导出结果，支持大规模数据的自动性能优化处理。

• Excel Data Analysis And Report Generation

  by @OpenSenseNova

  从Excel提取多类型数据，并生成包含可视化图表与下载链接的综合分析报告。

• Excel Smart Analysis And Cleaning

  by @OpenSenseNova

  对多 Sheet Excel 进行智能清洗、跨表核对与可视化分析。。

• Excel Conditional Comparison And Large File Processing

  by @OpenSenseNova

  对比Excel多表中的特定系数并对异常值进行颜色标记。

• Indication Dossier

  by @aipoch

  Generate a therapeutic indication dossier. Covers the patient population, epidemiology, disease biology, standard of care, regulatory precedent, and landmark clinical trials.

• Software Copyright Materials

  by @Fokkyp

  Generate guided Chinese software copyright application materials from a real project. Use this skill when the user asks for 软件著作权, 软著申请资料, 软著代码材料, 操作手册, 申请表信息, or wants Word/TXT materials for software copyright registration. The…

• Maui App Lifecycle

  by @dotnet

  .NET MAUI app lifecycle guidance — the four app states, cross-platform Window lifecycle events (Created, Activated, Deactivated, Stopped, Resumed, Destroying), platform-specific lifecycle mapping, backgrounding and resume…

• Coding Icd10

  by @maziyarpanahi

  Suggests candidate ICD-10-CM diagnosis codes (and ICD-10-PCS procedure codes) for diagnoses and procedures extracted by OpenMed, with rationale and a human-coder caveat. Use when the user wants to code a problem list, map a…

• Ingesting Clinical Documents

  by @maziyarpanahi

  Turn scanned faxes, images, and CSV/CDA exports into clean text ready for OpenMed de-identification and NER, fully on-device. Use when the user has clinical documents (image scans, photographed/faxed notes, tabular CSV/TSV…

• Extracting Lab Tables

  by @maziyarpanahi

  Detects and extracts tabular laboratory panels from PDFs, scans, and images into structured rows ready for OpenMed and FHIR. Use when the user has a CBC, CMP, lipid panel, or other lab report as a scanned image / PDF /…

• Fetching Fhir Resources

  by @maziyarpanahi

  Fetches and pages FHIR R4 resources (Patient, DocumentReference, DiagnosticReport, Observation, Condition) from a FHIR REST server, decodes base64 attachments, and extracts clinical narrative for OpenMed. Use before OpenMed…

• Extracting Clinical Entities

  by @maziyarpanahi

  Run clinical and biomedical named-entity recognition on medical text with OpenMed's analyze_text. Use when the user wants to extract diseases, drugs, anatomy, genes, or other biomedical entities from notes; needs NER output as…

• Ask Openmed

  by @maziyarpanahi

  Choose the first OpenMed workflow skill for an intake, privacy, extraction, exchange, or verification request using deterministic local routing. Use when a goal is broad, spans several clinical-data stages, or leaves the…

• Skill Creator

  by @shareAI-lab

  Guide for creating effective skills. Use when creating a new skill (or updating an existing skill) that extends an agent’s capabilities with specialized knowledge, workflows, or tool integrations.

• Skill Judge

  by @shareAI-lab

  Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides multi-dimensional scoring and actionable improvement…

• Rpi

  by @humanlayer

  Only use when the user explicitly invokes this skill by name.

• Exam Ready

  by @iflytek

  Prepare a concise exam review from study materials and a syllabus supplied by the user. Use for topic summaries, recall questions, MCQ cues, and time-limited revision plans that must stay grounded in those materials.

• Autorag Setup

  by @Marker-Inc-Korea

  Install and configure AutoRAG, register its Lite MCP server for external agents, or repair its single search model, approved roots, indexes, datasources, and health checks without exposing credentials. Use when AutoRAG or MCP is…

• Autorag Lite Setup

  by @Marker-Inc-Korea

  Install and register the model-free AutoRAG Lite MCP server, configure approved roots and datasources, build indexes, and verify MCP discovery and search. Use when autorag-mcp is missing, MCP connection fails, indexes are stale,…

• Claude Compaction Restore

  by @mvschwarz

  Use when a Claude Code session is about to compact, has just compacted, reached its context limit, resumed after /compact, or must rebuild its working picture of a long-running seat from its own restore map, its JSONL transcript…

• Seat Continuity And Handover

  by @mvschwarz

  Use when replacing a seat's occupant (rebuild/handover/swap), reasoning about stable-seat-identity vs fluid-occupant-identity, choosing an old-occupant disposition (retire/advise/shadow), or recording provenance for an occupant…

• Agent Browser

  by @mvschwarz

  Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any…

• Retiring And Inheriting A Seat

  by @mvschwarz

  Use when you are a sitting agent near your context threshold (~85%) and a PLANNED seat transition is due — retire deliberately and hand your seat to a fresh successor primed from a packet, rather than let compaction degrade you.…

• Rig Lifecycle

  by @mvschwarz

  Use when reasoning about the rig lifecycle operations family (create / start / stop / resume / restore / snapshot / release / unclaim / destroy), reading or trusting `rig ps` / lifecycle projections after recovery, or designing…

• Session Compaction And Restore

  by @mvschwarz

  Use when reasoning about what survives compaction/context-loss/restart/seat-refresh, designing a high-fidelity restore packet, or distinguishing native runtime resume vs fork vs artifact-backed mental-model rebuild. Covers the 4…

• Session Source Fork

  by @mvschwarz

  Use when authoring a rig spec member or `rig expand` payload that needs to start a new managed seat from a prior runtime conversation source — `session_source: { mode: fork, ref: { kind, value } }`. v1 supports `mode: fork` with…

• Agent Operated Workflows

  by @mvschwarz

  Use when a bounded real-world procedure has a deterministic happy path but brownfield, variable, or partially knowable state; when an operation must resume from verified evidence; or when deciding whether agent judgment or…

• Context Builder

  by @mvschwarz

  Gather and distill context from meetings, competitors, regulatory sources, and internal discussions. Produces background.md for a feature and updates shared context docs when new knowledge is discovered.

• Messaging The Human

  by @mvschwarz

  Use when project policy calls for a human decision or update, a human delivery is pending or failed, or a reply must resume the right work.

• Hunt Ssti

  by @elementalsouls

  Hunt server-side template injection (SSTI) across Jinja2 (Flask/Django), Twig (Symfony), Freemarker (Java), ERB (Rails), Spring, Velocity, Mako, Thymeleaf, Smarty. Detection probes use double-curly and dollar-curly math…

• Redteam Report Template

  by @elementalsouls

  Client-facing red-team deliverable format — codifies the Subject / Observations / Description / Impact / Recommendation / PoC structure used for external red-team engagements (not bug-bounty platform reports). Different…

• Hunt Xxe

  by @elementalsouls

  Hunting skill for xxe vulnerabilities. Built from 10 public bug bounty reports including SVG-upload XXE, Office-doc (PPTX/DOCX) XXE, SOAP XXE, SAML AssertionConsumer XXE, blind OOB XXE via DTD callback, parameter-entity XXE,…

• Alphagbm Report Breakdown

  by @AlphaGBM

  Extract report views, ratings, key assumptions and risks with sources and dates. Use when the user asks to research report breakdown with AlphaGBM. Use the bundled Python runner; never silently replace real results with demos.

• Paper Writing

  by @MLNLP-World

  学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧，帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。

• Vc Industry Research

  by @zebbern

  Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis. Produces detailed PDF reports covering TMT, consumer, healthcare, and…

• Timeline Builder

  by @zebbern

  Generate beautiful interactive timeline HTML pages from JSON data, with vertical, horizontal, or dual-side layouts, collapsible details, and custom colors. Ideal for project milestones, company histories, or resumes. Triggered…

• Playwright Cli

  by @zebbern

  Automates browser interactions for web testing, form filling, screenshots, and data extraction using playwright-cli. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web…

• Identification Proofs

  by @brycewang-stanford

  This skill covers formal identification arguments and proofs in structural and reduced-form econometrics. Use when the user needs to prove or formalize that a parameter is identified — including writing identification…

• Reproducible Pipelines

  by @brycewang-stanford

  This skill covers reproducible research pipelines and replication packages. Use when the user is setting up a research project directory structure, configuring workflow managers (Make, Snakemake, DVC), managing computational…

• Publication Output

  by @brycewang-stanford

  This skill covers publication-quality tables and figures for academic research papers. Use when formatting regression results, summary statistics, Monte Carlo output, or research visualizations for LaTeX inclusion. Triggers on…

• Extract Tikz

  by @brycewang-stanford

  Extract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. Use when updating TikZ diagrams for Quarto slides.

• Deploy

  by @brycewang-stanford

  Render Quarto slides and sync to docs/ for GitHub Pages deployment. Use when deploying lecture slides after making changes.

• Data Analysis

  by @brycewang-stanford

  End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures

• Compile Latex

  by @brycewang-stanford

  Compile a Beamer LaTeX slide deck with XeLaTeX (3 passes + bibtex). Use when compiling lecture slides.

• Factory

  by @BuilderIO

  Experimental workflow for configuring an autonomous software delivery factory. Use when choosing feedback sources, schedules, worktree behavior, autonomy gates, or host automations.

• Factory Recover

  by @BuilderIO

  Experimental workflow for finding and resuming interrupted coding runs. Use after an agent host restart or an interrupted automation.

• Hunt File Upload

  by @elementalsouls

  Hunt file upload bugs — RCE via webshell, XSS via SVG/HTML, SSRF via XXE in DOCX, path traversal via filename. Bypass tables (10 techniques): double extension (shell.php.jpg if server checks last ext only), magic bytes spoofing…

• Hunt Lfi

  by @elementalsouls

  Hunt Local File Inclusion (LFI), Remote File Inclusion (RFI), and Path Traversal — /etc/passwd read, log poisoning → RCE, PHP filter-chain RCE (no upload needed), php:// / data:// / zip:// / phar:// wrappers, RFI via…

• Openkb

  by @VectifyAI

  Use when the user asks about content in their OpenKB knowledge base — research topics, concepts compiled from their documents, cross-document synthesis — or mentions `openkb`, an `.openkb/` directory, or a `wiki/` tree generated…

• Pdf

  by @spinabot

  Create and edit PDFs to a professional standard — generate from content, draw vector/precise layouts, embed custom (incl. CJK/Unicode) fonts, CREATE and fill AcroForm fields (text/checkbox/radio/dropdown), flatten,…

• Docx

  by @spinabot

  Create and edit Microsoft Word (.docx) documents to a professional standard — reports, proposals, contracts, letters, memos — with custom styles, multi-level lists, styled/merged tables, headers/footers, table of contents,…

• Taskflow

  by @spinabot

  Use when work should span one or more detached tasks but still behave like one job with a single owner context. TaskFlow is the durable flow substrate under authoring layers like Lobster, ACPX, plugins, or plain code. Keep…

• Xlsx

  by @spinabot

  Build and edit professional Excel (.xlsx) spreadsheets, workbooks, and simple financial models — live formulas, number/date/currency formats, cell styling, conditional formatting, data-validation dropdowns, named ranges, frozen…

• Taskflow Inbox Triage

  by @spinabot

  Example TaskFlow authoring pattern for inbox triage. Use when messages need different treatment based on intent, with some routes notifying immediately, some waiting on outside answers, and others rolling into a later summary.

• Wacli

  by @spinabot

  Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).

• Obsidian

  by @spinabot

  Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

• Nano Pdf

  by @spinabot

  Edit PDFs with natural-language instructions using the nano-pdf CLI.

• Tests Run

  by @IvanMurzak

  Execute Unity tests (`EditMode` or `PlayMode`) and return per-test results. Supports filtering by test assembly, namespace, class, and method. Refreshes the AssetDatabase first; defers execution across domain reloads if scripts…

• Editor Application Set State

  by @IvanMurzak

  Start / stop / pause the Unity Editor 'playmode'. Use 'editor-application-get-state' to inspect the current state first. Throws if the project currently has compilation errors.

• Turn Into App

  by @BuilderIO

  Turn visible project context, a proven thread, skill, or workflow into a runnable Agent-Native app with simple buttons, visible agent steps, preview, and deployment handoff. Use when a user invokes `/turn-into-app` or asks to…

• Stay Within Limits

  by @BuilderIO

  Use when long-running or parallel agent work must respect 5-hour and weekly usage limits by checking usage between waves, pausing near the cap, and resuming only when the window is clear.

• Council

  by @0xNyk

  Convene the Council of High Intelligence — multi-persona deliberation with historical thinkers for deeper analysis of complex problems.

• Cmux

  by @davidondrej

  Control the cmux macOS terminal app: workspaces, panes, surfaces, browsers, notifications, settings, and hooks. Use only when the user explicitly names cmux. Read before running any cmux command.

• Reset Cursor Acp

  by @davidondrej

  Reset a stuck Cursor ACP thread in bb and reload its configuration. Use only when the user explicitly invokes /reset-cursor-acp.

• Browser Harness

  by @davidondrej

  Direct browser control via CDP. Use when the user wants to automate, scrape, test, or interact with web pages. Connects to the user's already-running Chrome.

• Browser Use

  by @davidondrej

  Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work.

• Browser Skill

  by @Tencent

  Browser automation through six injected domain tools.