Document Processing AI agent skills

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

• Tf Target Gene Regulatory Network

  by @aipoch

  Use when analyzing transcription factor (TF) regulatory networks using Dorothea database. Input gene list, identify regulating transcription factors, generate TF-Target network visualization. For: transcription factor enrichment…

• Univariate Multivariable Cox Regression

  by @aipoch

  Use when running prognostic survival analysis on a clinical cohort with time-to-event data to estimate univariate and multivariable Cox proportional hazards models, export result tables, and generate forest plots. NOT for:…

• Time Dependent Roc

  by @aipoch

  Use when performing time-dependent ROC curve analysis for survival data with follow-up time, event status, and a numeric marker. Supports CSV/TXT/TSV/Excel input, `risk_score` as the default marker unless `--marker_col` is…

• Mendel

  by @aipoch

  Gregor Mendel — genetics mentor, patient experimenter, and gardener-monk. Trigger this skill when users ask about genetics, heredity, inheritance patterns, Mendelian laws, dominant/recessive traits, gene segregation, independent…

• Microsoft Code Reference

  by @MicrosoftDocs

  Find working code samples, verify API signatures, and fix Microsoft SDK errors using official docs. Use whenever the user is writing, debugging, or reviewing code that touches any Microsoft SDK, .NET library, Azure client…

• Microsoft Learn Cli

  by @MicrosoftDocs

  Use the Microsoft Learn CLI to retrieve current official Microsoft documentation and code samples when Microsoft Learn MCP tools are unavailable. Use for questions about Microsoft technologies, SDKs, APIs, configuration, limits,…

• Paper Sprint Review

  by @aipoch

  Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese. Auto-detects manuscript stage, estimates sprint count, runs multi-lens review (Contribution/Rigor/Writing/Editor), generates…

• Roc Diagnostic Performance

  by @aipoch

  Use when evaluating diagnostic biomarker performance from case-control expression data with logistic regression and ROC curves, exporting coefficient and AUC tables together with a ROC PDF. NOT for: survival analysis,…

• Nomogram Construction

  by @aipoch

  Use when constructing a prognosis nomogram from survival-related clinical predictors, exporting the nomogram bundle and C-index table, and optionally rendering the final nomogram PDF. NOT for: univariate/multivariable Cox…

• Lasso Logistics Analysis

  by @aipoch

  Use when building a binary classification model from an expression matrix or other omics feature matrix with LASSO logistic regression, cross-validation, and coefficient path visualization. NOT for: multiclass classification,…

• Cibersort Immune Infiltration Analysis

  by @aipoch

  Use when estimating relative immune cell infiltration from a bulk expression matrix with a CIBERSORT-style nu-SVR deconvolution workflow based on an LM22 signature matrix, comparing one case group against one control group, and…

• Consensus Clustering Analysis

  by @aipoch

  Use when identifying stable sample subtypes from bulk expression matrices with ConsensusClusterPlus, including PAC-based model selection and consensus matrix/CDF visualization. NOT for: differential expression analysis,…

• Immune Pathway Analysis

  by @aipoch

  Run immune pathway GSVA or ssGSEA analysis from a bulk expression matrix, a sample group file, and a local immune Reactome gene-set table, then export differential pathway results and a heatmap for two-group comparison.

• Hierarchical Clustering Plot

  by @aipoch

  Use when building a sample-level hierarchical clustering dendrogram from a bulk expression matrix and sample annotation table, especially for QC, batch inspection, or sample similarity assessment. Trigger keywords: hierarchical…

• Gsva Analysis And Visualization

  by @aipoch

  Use this skill to run GSVA or ssGSEA pathway-level differential analysis from a bulk expression matrix and a sample group file, then generate a heatmap from the saved GSVA result object. Trigger keywords: GSVA, ssGSEA, pathway…

• Ssgsea Immune Infiltration Analysis

  by @aipoch

  Use when estimating immune infiltration from bulk RNA-seq expression matrices with ssGSEA/GSVA, comparing case versus control groups, and generating downstream immune-score visualizations. NOT for single-cell RNA-seq, absolute…

• Deg Screening Analysis

  by @aipoch

  Use when screening differentially expressed genes from a bulk expression matrix between two user-specified groups, producing DEG tables, a volcano plot, and a clustered heatmap. Triggers include DEG analysis, volcano plot,…

• Differential Expression Analysis

  by @aipoch

  Use when analyzing bulk RNA-seq or microarray expression data to identify differentially expressed genes between two biological groups (case vs control), with volcano plots and heatmap visualization. NOT for:single-cell RNA-seq,…

• Decision Curve Analysis

  by @aipoch

  Use when evaluating the clinical utility of a binary prediction model from a single clinical CSV file by fitting a logistic decision-curve model, plotting decision and clinical-impact curves, and exporting summary outputs. NOT…

• Model Calibration Curve

  by @aipoch

  Use when assessing how well a survival model's predicted probabilities agree with observed outcomes by fitting a Cox model and generating bootstrap calibration curves at one or more prediction horizons from a clinical CSV file.…

• Sample Group Sankey Plot

  by @aipoch

  Use when generating Sankey or alluvial plots from sample annotation tables where rows are samples and selected columns are categorical stages such as risk group, response status, subtype, or cohort labels. NOT for: gene network…

• Decision Tree Analysis

  by @aipoch

  Use when building a decision tree model in R and generating feature importance ranking outputs. Supports classification and regression, automatic task detection, parameter validation, model evaluation summaries, and exports of…

• Gsea

  by @aipoch

  Run GSEA on a ranked gene list and produce the enrichment table, running-score table, and enrichment plots.

• Translate Book

  by @deusyu

  Translate books (PDF/DOCX/EPUB) into any language using parallel sub-agents. Converts input -> Markdown chunks -> translated chunks -> HTML/DOCX/EPUB/PDF.

• Timescaledb Hyperfunctions

  by @timescale

  Use this skill when writing analytical SQL over time-series data with the TimescaleDB Toolkit (timescaledb_toolkit extension) hyperfunctions: approximate percentiles, statistical summaries, time-weighted averages, counter/gauge…

• Cli Anything Wps

  by @yb2460

  WPS Office CLI — JSON数据驱动PPT自动生成 + 命令行操控WPS文字/表格/演示文稿

• Stripe Pay

  by @stripe

  Helps users send funds to another Stripe business, transfer money to a Stripe Profile handle or network ID, or ask whether an agent can pay a Stripe business. Use Stripe Directory to find or verify a recipient when the user…

• Druckenmiller

  by @questflowai

  Use when evaluating top-down macro trades, liquidity regimes, currency/rates/equity themes, concentrated risk-taking, and quick loss-cutting in a Stanley Druckenmiller style.

• Postgres

  by @timescale

  Use this skill for any PostgreSQL database work — table design, indexing, data types, constraints, extensions (pgvector, PostGIS, TimescaleDB), search, and migrations. **Trigger when user asks to:** - Design or modify PostgreSQL…

• Postgres Database Migration

  by @timescale

  Use this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when working with production data or shared databases. **Trigger when user asks to:** - Test a schema migration before applying…

• Setup Timescaledb Hypertables

  by @timescale

  Use this skill when creating database schemas or tables for Timescale, TimescaleDB, TigerData, or Tiger Cloud, especially for time-series, IoT, metrics, events, or log data. Use this to improve the performance of any…

• Migrate Postgres Tables To Hypertables

  by @timescale

  Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when user asks to:** - Migrate or convert PostgreSQL tables to hypertables -…

• Find Hypertable Candidates

  by @timescale

  Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. **Trigger when user asks to:** - Analyze database tables for hypertable conversion…

• Pgvector Semantic Search

  by @timescale

  Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic…

• Design Postgres Tables

  by @timescale

  Use this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables, schemas, or data models when creating new tables and when modifying existing ones. - Choose data types, constraints,…

• Design Postgis Tables

  by @timescale

  Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications

• Context Preservation

  by @a5c-ai

  State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.

• Task Creator

  by @benchflow-ai

  SkillsBench task authoring — walk a contributor from idea to submission-ready task following CONTRIBUTING.md and the task-implementation rubric. Use when the user wants to create a new SkillsBench task, scaffold a task from an…

• Task Review

  by @benchflow-ai

  SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric, benchmarks the task across oracle plus Claude and Codex (with and without…

• Plot Quadrotor

  by @benchflow-ai

  Use this skill when visualising drone simulation results. Produces three matplotlib figures — desired vs actual trajectories, instantaneous error, and cumulative absolute error — for all 5 state groups (position, orientation,…

• Text Parser

  by @benchflow-ai

  Guide for parsing structured text input files.

• Kordoc

  by @chrisryugj

  Use this skill whenever the user wants to read, create, fill, edit, compare, validate, or preview Korean Hangul/official documents — .hwp (HWP 3.x/5.x), .hwpx, .hml (HWPML) — or convert Korean-office PDF/DOCX/XLS/XLSX to…

• Ocr

  by @trpc-group

  Extract text from images using Tesseract OCR

• Xlsx Parsing

  by @benchflow-ai

  Read Microsoft Excel (.xlsx) files robustly with `openpyxl` (or `pandas`). Covers multi-sheet workbooks, header rows, empty cells, merged cells, comma-separated list cells, and converting a sheet to a list-of-dicts the rest of…

• Gpt Multimodal

  by @benchflow-ai

  Analyze images and multi-frame sequences using OpenAI GPT series

• Idor Methodology

  by @wgpsec

  IDOR 不安全直接对象引用与未授权访问检测与利用。当 API/URL 中出现 user_id、account、订单号、文件名等可预测标识符，或需要测试水平越权（访问他人数据）、垂直越权（普通用户获取 admin 管理员权限）、接口越权时使用。覆盖 ID 遍历、绕过技巧（参数污染/编码/方法切换）、多步 IDOR 链、文件资源 IDOR、批量操作越权、间接引用枚举、框架特征利用、UUID 猜测、响应对比分析、写操作越权、JWT Claims…

• Ctf Solve

  by @wgpsec

  CTF 综合解题编排器。当面对未知类型的 CTF 挑战、需要自动分析挑战类型并选择正确解题路径时使用。自动调度对应的专项 skill（pwn/crypto/web/reverse/forensics/osint/malware/misc），适合给定挑战文件或服务端点但不确定属于哪个类别的场景

• Imap Pentesting

  by @wgpsec

  IMAP 邮件服务（143/993 端口）渗透测试方法论。涵盖 IMAP 服务发现、Banner 信息提取、凭据爆破、邮箱枚举与邮件下载、IMAP 命令注入、已知漏洞利用。 当 Agent 扫描发现 143 或 993 端口开放、需要测试 IMAP 认证强度、枚举邮箱内容、或利用 IMAP 服务漏洞时，触发此 Skill。

• Captcha Bypass Methodology

  by @wgpsec

  图片验证码/点击式验证码（click captcha）绕过与识别方法论。当目标登录、注册、密码重置、短信发送等接口存在图片验证码、点击验证码、滑块验证码需要绕过或识别时使用。覆盖验证码类型识别、OCR/打码平台识别、点击坐标验证码模拟、验证码逻辑绕过（复用/回显/空值）、频率限制绕过与授权边界

• Keeping Git Repos Clean

  by @kajisho5

  Prevents, detects, and remediates files that should never be committed — secrets (.env, API tokens, hardcoded credentials) and dev artifacts (build output, scratch databases, editor/OS files). Covers .gitignore (and why it does…

• Fix Ci

  by @gronxb

  Run a local pnpm monorepo CI loop, fix failures, and stop only when the full sequence is green. Use when Codex is asked to fix CI, make a repository green, or resolve failures from `pnpm -w build`, `pnpm -w test:type`, `pnpm -w…

• Unity Editor

  by @Besty0728

  Control and observe the Unity Editor state

• Initiating Coverage

  by @ginlix-ai

  First-time coverage of a company, or a refresh of coverage already published, run one task per request by default: company research, financial model, valuation, charts, then a 30 to 50 page report with a model. Triggers on…

• Pdf

  by @ginlix-ai

  Read, fill and build PDFs: inspect structure and fonts, extract text and tables with pdfplumber and poppler, fill and flatten AcroForms with pypdf, create with reportlab, merge, split and encrypt with qpdf, and verify by…

• Docx

  by @ginlix-ai

  Word documents a human will review and edit: build with python-docx, edit an existing file in place with tracked changes and comment threads, render, validate

• Check Deck

  by @ginlix-ai

  QC an investment deck (a .pptx) before it circulates: number consistency, chart and narrative alignment, source coverage, language, then a circulation verdict. Triggers on check this deck, deck QC, review my presentation, is…

• 3 Statements

  by @ginlix-ai

  Build or repair an integrated three-statement model: linked IS, BS and CF, supporting schedules, scenarios and a Checks sheet. Triggers on three-statement model, build me a model, link the statements, populate this template,…

• Pptx

  by @ginlix-ai

  PowerPoint decks built with pptxgenjs and native charts, existing decks edited in place with python-pptx, then rendered to images and audited for overflow, overlap, bounds and typography before delivery

• Check Model

  by @ginlix-ai

  Audit a model somebody already built, and report on it without editing it: structure, formulas, integrity identities, source tie-out and reasonableness, ending in a routed issue log. Triggers on check my formulas, QA this…

• Automation

  by @ginlix-ai

  Create and manage scheduled and price-triggered automations.

• Mex Relay

  by @mex-memory

  Prepare and manage durable MEX team handoffs in git-native project memory. Use when the user asks to hand work to a person or team, prepare an end-of-session handoff, save what the next engineer needs, create a MEX Relay, take…

• Mex Inbox

  by @mex-memory

  Draft and review contributions to existing MEX project knowledge in the repo wiki. Use when the user wants to capture a team decision, convention, or architecture note, propose an addition or correction for team review, or…

• Mex Relay

  by @mex-memory

  Prepare and manage durable MEX team handoffs. Use when the user asks to hand work to a person or team, prepare an end-of-session handoff, save what the next engineer needs, create a MEX Relay, take or close a Relay, or…

• Mex Inbox

  by @mex-memory

  Draft and review contributions to existing MEX project knowledge. Use when the user asks to capture a discussion or decision in project knowledge, propose an addition or correction for team review, or explicitly invokes…

• Om Build Workflow

  by @open-mercato

  Build or extend standalone business workflows, activities, event triggers, durable user tasks, compensation, output paths, idempotency, and live progress. Use for "add workflow", "custom activity", "CALL_API", "approval task",…

• Meeting Insights Analyzer

  by @Prat011

  Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to…

• Invoice Organizer

  by @Prat011

  Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into…

• File Organizer

  by @Prat011

  Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital…

• Raffle Winner Picker

  by @Prat011

  Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

• Ctf Forensics

  by @wgpsec

  CTF 数字取证与信号分析技术。当挑战提供磁盘镜像(.dd/.E01)、内存 dump(.raw/.vmem)、网络抓包(.pcap/.pcapng)、隐写图片/音频、Windows 事件日志(.evtx)时使用。覆盖 Volatility 内存分析、Wireshark 流量还原、binwalk 隐写提取、文件系统恢复等取证全链路

• Prompt Injection

  by @wgpsec

  AI/LLM 间接 Prompt 注入攻击。当目标 AI 系统会处理外部数据源（网页、文档、邮件、数据库、API 返回）时使用。覆盖间接注入、工具链劫持、RAG 投毒、数据外泄等技术。OWASP LLM Top 10 #1 漏洞类别

• Cross Domain Attack Chain

  by @wgpsec

  Web 与 AI 跨域攻击链方法论。当目标系统同时包含传统 Web 应用和 AI/LLM 组件、 需要评估 Web 漏洞对 AI 系统的影响或 AI 漏洞对 Web 系统的影响时触发。 覆盖双向攻击链: Web→AI(XSS 窃取对话/SSRF 调用模型 API/SQLi 污染 RAG/文件上传 RAG 投毒) 和 AI→Web(注入生成存储型 XSS/Agent 执行 SQL 命令/工具读取敏感文件/沙箱逃逸 RCE)。

• Playwright Cli

  by @Dicklesworthstone

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

• Zlibrary To Notebooklm

  by @zstmfhy

  自动从 Z-Library 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式，自动转换，一键创建知识库。

• Daily Review

  by @qusong0627

  A股每日复盘（专业版）— 基于 QuantDB 本地数据 + 当日新闻情绪 + 模型推理信号 + L1/L2 因子截面 + 板块资金流的盘后复盘：指数、涨跌结构与涨停梯队、量能、行业/概念轮动、资金面、L2 微观结构、当日有新闻股票匹配、模型推理信号复盘（昨日推理命中率 + 明日信号Top5）、次日走势方向研判（六维信号加权 → 明确方向+置信度）。用户说「复盘」「每日复盘」「复盘某天」时使用：跑取数脚本（daily_review +…

• Model Train Infer Backtest Report

  by @qusong0627

  模型训练-推理-组合回测-专业报告 全流程 — 提交T+N周期模型训练（13种模型类型：lightgbm/xgboost/catboost/random_forest/linear/mlp/gru/lstm/alstm/transformer/tabnet/tcn/nativetft，GPU训练+GPU推理）、批量推理全年、自定义组合策略回测(分数阈值+大盘MA+止损)、导出研报级MD+PDF报告。在 QuantBot / Claude Code…

• Radiology Paper2ppt

  by @huang-sir1

  Turn an imaging-research paper, preprint, PDF, abstract, or reading notes into a concise Chinese .pptx deck for journal club / 读片会 / 组会 / paper sharing. Use when the user wants a paper PPT, journal-club slides, 读片会/文献汇报 slides,…

• Apply Anthropic Skill Best Practices

  by @NeoLabHQ

  Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure

• Reflect

  by @NeoLabHQ

  Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification

• Create Workflow Command

  by @NeoLabHQ

  Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts

• Setup Serena Mcp

  by @NeoLabHQ

  Guide for setup Serena MCP server for semantic code retrieval and editing capabilities

• Skill Creator

  by @bubbuild

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Bub's capabilities with specialized knowledge, workflows, or tool integrations.

• Xhs Title

  by @Jamailar

  小红书标题公式工具。从 75 个验证过的爆款公式中，帮你挑对的、用对的、理解为什么用这个。 触发方式：/xhs-title、/小红书标题、「帮我起个小红书标题」「小红书标题公式」 Xiaohongshu title formula tool. Pick the right formula from 75 proven templates. Trigger: /xhs-title, "xiaohongshu title", "RED title…

• Redclaw Style Definition

  by @Jamailar

  RedClaw 空间首次创作前的自媒体定位与写作风格定义。用“账号首页截图 + 文章/对标内容截图”两步证据流完成定位和文风学习。

• Computer Use

  by @ai4s-research

  Use when a task needs an app on the user's own screen — a native desktop application (instrument control software, Origin, GraphPad, ImageJ, a reference manager, a spreadsheet), or a desktop browser window that needs…

• Paper Analyze

  by @juliye2025

  深度分析 arXiv 论文、公开 PDF URL、本地 PDF、研究项目页、技术博客或普通网页，自动识别来源类型并生成带证据与图片的 Obsidian 笔记。Use when the user provides an arXiv ID/link、public PDF URL、company research page、blog URL、local PDF or existing note and asks for analysis, summary,…

• Grill Me

  by @feiskyer

  针对方案或设计的高强度追问式面试（adversarial design review / grill session），暴露假设漏洞与缺失约束，过程中同步维护领域模型（术语表和 ADR）。手动调用 /grill-me。

• Session Compact

  by @codeaholicguy

  AI DevKit · Compact a historical AI coding session with Jev when context is long, work is handed off or resumed, or durable continuation facts and memory candidates need extraction.

• Jev Office Gate

  by @Pluviobyte

  Add a Jev-powered decision and release gate after an office assistant generates a report, proposal, spreadsheet, document, or slide deck. Use for claim-to-evidence checks, narrow requirement decisions, risk triage, and…

• Sw Series Case Studies

  by @jtydhr88

  Case studies of television series writing (剧集案例库) from primary texts; Sorkin's six West Wing teleplays (act-page tables, eight act-out types); Chase's five Sopranos scripts (the 35-beat A/B/C/D recipe, what a pilot refuses to…

• Dev Lifecycle

  by @codeaholicguy

  AI DevKit · Orchestrator for structured SDLC phase skills. Use when the user wants to run the full lifecycle or choose the next phase across requirements, design, planning, implementation, testing, and review.

• Agent Management

  by @codeaholicguy

  AI DevKit · Manage running AI agents with ai-devkit agent commands. Use when an agent needs to identify itself, list agents, start workers, inspect agent detail, assign work, group agents, resume sessions, stop agents, or…

• Dev Requirements

  by @codeaholicguy

  AI DevKit · Requirements phase guidance for starting features and reviewing requirements. Use when the user wants to capture a new requirement, clarify product scope, initialize feature docs, review requirements, or run…

• Task

  by @codeaholicguy

  AI DevKit · Track dev-lifecycle / structured-debug progress on a durable task with the ai-devkit task CLI. Use to record phase, progress, next step, blockers, and validation evidence.

• Hivemind Goals

  by @activeloopai

  Create, track and update team goals via the Deeplake virtual filesystem at memory/goal/. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use when the…

• Audit Reproducibility

  by @pedrohcgs

  Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against tolerance thresholds. Use before submission and before…

• Respond To Eval

  by @pedrohcgs

  Turn student course evaluations (free-text + numeric) into an actionable teaching-improvement plan — the teaching analogue of /respond-to-referees. Clusters comments into themes, separates signal from noise, classifies each…

• Visual Audit

  by @pedrohcgs

  Adversarial visual-layout audit of a Quarto `.qmd` or Beamer `.tex` deck. Flags overflow, font inconsistency, box fatigue, spacing, and alignment issues. Use when user says "visual audit", "check the layout", "does this…

• Create Lecture

  by @pedrohcgs

  Create a new Beamer lecture `.tex` from source papers and materials, with notation consistency checks and the project's preamble wired in. Use when user says "create a lecture on X", "new lecture from these papers", "start a…

• Respond To Referees

  by @pedrohcgs

  Generate a structured response-to-referees document from a referee report and the revised manuscript. Maps each referee comment to the specific revision, classifies coverage (addressed / partially / deferred / disagreement), and…