Data Analysis AI agent skills

2,858 skills in the archive. Read a skill’s instructions or open its original repository.

• Supplementary Measures

  by @mukul975

  Guides implementation of technical, contractual, and organisational supplementary measures for international data transfers per EDPB Recommendations 01/2020. Covers encryption, pseudonymisation, split processing, audit rights,…

• Ai Model Privacy Audit

  by @mukul975

  Conducts privacy auditing of AI models including training data extraction testing, membership inference attacks, model inversion testing, and attribute inference assessment. Uses ML Privacy Meter and related tools to quantify…

• Ai Training Lawfulness

  by @mukul975

  Assesses lawful basis for AI training data processing per EDPB April 2025 report on LLMs and general-purpose AI. Covers legitimate interest balancing tests, consent challenges for ML training, public dataset assessment, and web…

• Gdpr Valid Consent

  by @mukul975

  Guide for implementing GDPR-valid consent under Article 7 conditions and Article 4(11) definition. Covers five core requirements: freely given, specific, informed, unambiguous, and clear affirmative action. Includes pre-ticked…

• Consent Withdrawal

  by @mukul975

  Implementation guide for GDPR Article 7(3) consent withdrawal mechanisms. Covers the equal ease requirement ensuring withdrawal is as easy as giving consent, one-click withdrawal implementation, cascading effects on downstream…

• Ai Bias Special Category

  by @mukul975

  Assesses AI bias risks for GDPR Art. 9 special category data and AI Act Art. 10 data governance. Covers fairness metrics, bias detection methods, mitigation strategies, and documentation requirements for protected…

• Consent Platform Eval

  by @mukul975

  Framework for evaluating and selecting Consent Management Platforms (CMPs). Covers TCF v2.2 certification requirements, Global Privacy Control support, multi-regulation compliance (GDPR, CCPA, LGPD), A/B testing capabilities,…

• Ai Deployment Checklist

  by @mukul975

  Pre-deployment privacy compliance checklist for AI/ML systems covering DPIA completion, lawful basis verification, transparency notices, human oversight mechanisms, bias testing, and post-deployment monitoring setup. Keywords:…

• Cross Jurisdiction Cookies

  by @mukul975

  Implementing cookie compliance across multiple jurisdictions including EU ePrivacy Directive, UK PECR, US California CCPA/CPRA opt-out model, and Brazil LGPD. Provides a requirements matrix and geolocation-based implementation…

• Analytics Cookie Consent

  by @mukul975

  Managing consent for analytics cookies and implementing privacy-preserving measurement. Covers GA4 privacy configuration, consent mode fallback behavior, aggregate reporting alternatives, and cookieless measurement approaches.

• Trust Attacks

  by @blacklanternsecurity

  Enumerates Active Directory trust relationships and exploits them for cross-domain and cross-forest privilege escalation. Covers trust enumeration (nltest, PowerView, BloodHound), SID history injection (child domain to forest…

• Retrospective

  by @blacklanternsecurity

  Post-engagement lessons-learned retrospective. Reads the engagement directory, analyzes skill routing decisions, identifies knowledge gaps and missing skills, and produces an actionable improvement report.

• Red Run Legacy

  by @blacklanternsecurity

  Legacy subagent-based orchestrator. Superseded by /red-run-ctf (agent teams). Use /red-run-legacy to invoke manually. Does not auto-trigger.

• Kerberos Roasting

  by @blacklanternsecurity

  Extracts and cracks Kerberos service tickets (Kerberoasting) and AS-REP hashes (AS-REP Roasting) for offline password recovery.

• 2fa Bypass

  by @blacklanternsecurity

  Bypass two-factor authentication (2FA/MFA) during authorized penetration testing.

• Sentry Nestjs Sdk

  by @getsentry

  Full Sentry SDK setup for NestJS. Use when asked to "add Sentry to NestJS", "install @sentry/nestjs", "setup Sentry in NestJS", or configure error monitoring, tracing, profiling, logging, metrics, crons, or AI monitoring for…

• Manage Mcp Access

  by @speakeasy-api

  Create or select a narrow custom AICP MCP access role, assign it to an explicitly selected member, and verify local desired state while separating unverified provider synchronization.

• Add Mcp From Catalog

  by @speakeasy-api

  Add a reviewed MCP Catalogue server to an explicit AICP project through the Speakeasy AI Control Plane Platform MCP.

• Adatree

  by @membranedev

  Adatree integration. Manage data, records, and automate workflows. Use when the user wants to interact with Adatree data.

• Actian

  by @membranedev

  Actian integration. Manage data, records, and automate workflows. Use when the user wants to interact with Actian data.

• Analytics Data Analysis

  by @Mindrally

  Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. Use when performing exploratory data analysis, building data pipelines, creating statistical…

• Computer Vision Opencv

  by @Mindrally

  Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.

• Deep Learning Pytorch

  by @Mindrally

  Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.

• Data Analysis Jupyter

  by @Mindrally

  Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

• Deep Learning Python

  by @Mindrally

  Guidelines for deep learning development with PyTorch, Transformers, Diffusers, and Gradio for LLM and diffusion model work.

• Data Jupyter Python

  by @Mindrally

  Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

• Deep Learning

  by @Mindrally

  Comprehensive deep learning guidelines for neural network development, training, and optimization.

• Data Analyst

  by @Mindrally

  Data analysis best practices with pandas, numpy, matplotlib, seaborn, and Jupyter notebooks.

• React 2026

  by @PatternsDev

  Provides a comprehensive guide to the modern React 2026 stack. Use when starting a new React project or modernizing an existing one with current frameworks, build tools, routing, state management, or AI integration.

• Import On Interaction

  by @PatternsDev

  Teaches interaction-based lazy loading for non-critical resources. Use when you have heavy components or libraries that are only needed after user interaction like clicks, hovers, or form input.

• Third Party

  by @PatternsDev

  Teaches strategies for mitigating third-party script performance impact. Use when third-party scripts like analytics, ads, or widgets are degrading your page load times or Core Web Vitals.

• Static Rendering

  by @PatternsDev

  Teaches static rendering (SSG) for build-time HTML generation. Use when your pages don't change per request and can be pre-rendered at build time for maximum cacheability and performance.

• Ga4

  by @jdrhyne

  Read Google Analytics 4 reporting data through the GA4 Data API. Use for explicit GA4 property metadata, compatible metric/dimension reports, traffic analysis, key events, quotas, and bounded exports.

• Gong

  by @jdrhyne

  Gong API for searching calls, transcripts, and conversation intelligence. Use when working with Gong call recordings, sales conversations, transcripts, meeting data, or conversation analytics. Supports listing calls, fetching…

• Algo Ecom Bm25

  by @asgard-ai-platform

  Implement BM25 ranking function for e-commerce product search relevance scoring. Use this skill when the user needs to build a text-based product search engine, improve search result relevance, or replace basic TF-IDF with a…

• Algo Rec Content

  by @asgard-ai-platform

  Implement content-based recommendation by matching item features to user preference profiles. Use this skill when the user needs to recommend items based on attributes, solve the cold start problem for new items, or build…

• Algo Ecom Search

  by @asgard-ai-platform

  Optimize e-commerce search relevance across the full pipeline from query understanding to result presentation. Use this skill when the user needs to improve search quality, implement query processing features, or diagnose search…

• Algo Forecast Prophet

  by @asgard-ai-platform

  Build forecasting models with Meta's Prophet for business time series with holidays and changepoints. Use this skill when the user needs user-friendly time series forecasting, handling of missing data and holidays, or automatic…

• Algo Rank Trueskill

  by @asgard-ai-platform

  Implement TrueSkill rating system for multiplayer and team-based competitive ranking. Use this skill when the user needs to rate players in team games, handle multiplayer (non-1v1) matchups, or build a matchmaking system with…

• Algo Social Engagement

  by @asgard-ai-platform

  Calculate and benchmark social media engagement rates across platforms and variants. Use this skill when the user needs to compute engagement metrics, compare performance across accounts or posts, or set engagement benchmarks —…

• Caveman

  by @ProgrammerAnthony

  超压缩通信模式。通过去掉废话、冠词和客套语，在保持完整技术准确性的同时削减约 75% token 用量。 当用户说"caveman 模式"、"简洁模式"、"少废话"、"省 token"、"简短点"或调用 /caveman 时触发。

• Nav Init

  by @qf-studio

  Initialize Navigator documentation structure in a project. Auto-invokes when user says "Initialize Navigator", "Set up Navigator", "Create Navigator structure", or "Bootstrap Navigator".

• Nav Stats

  by @qf-studio

  Display session efficiency report showing token savings, cache performance, and optimization recommendations. Use when user asks "show my stats", "how efficient am I?", "show session metrics", or wants to see Navigator's impact.

• Analyze Quantified Self Sleep

  by @jimmykane

  Analyze the user's authorized Quantified Self sleep data through its read-only MCP tools. Use for sleep sessions, duration, stages, efficiency, naps, bedtime or wake-time patterns, HRV, sleep heart rate, blood oxygen,…

• Analyze Quantified Self Health

  by @jimmykane

  Analyze authorized recorded all-day Quantified Self Health metrics through read-only MCP tools. Use for daily or intraday heart rate, HRV, stress, resources or Body Battery, movement, energy, blood pressure and fitness trends;…

• Cloudflare Durable Objects

  by @secondsky

  Cloudflare Durable Objects for stateful coordination and real-time apps. Use for chat, multiplayer games, WebSocket hibernation, or encountering class export, migration, alarm errors.

• Bun Ffi

  by @secondsky

  This skill should be used when the user asks about "bun:ffi", "foreign function interface", "calling C from Bun", "native libraries", "dlopen", "shared libraries", "calling native code", or integrating C/C++ libraries with Bun.

• Building Admin Dashboard Customizations

  by @medusajs

  Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes (planning, implementation,…

• New User

  by @medusajs

  Create an admin user in Medusa

• Telnyx Email Inbound Curl

  by @team-telnyx

  Manage email inboxes, list and search inbound messages, threads, sender filters, and reply to or forward messages. Use for building email agents that read and respond to incoming email.

• Ring:Creating Grafana Dashboards

  by @LerianStudio

  Authoring Grafana dashboards for Go services instrumented with lib-observability telemetry (tracing, metrics, log), plus a reference mode for RED/USE panel patterns and Grafonnet templates. Sweep mode inventories telemetry, runs…

• Ring:Mapping Service Resources

  by @LerianStudio

  Mapping a Go service's Service -> Module -> Resource hierarchy for dispatch-layer registration: detects modules and per-module PostgreSQL/MongoDB/RabbitMQ resources, database names, and shared databases, generates MongoDB index…

• Ring:Instrumenting Streaming Events

  by @LerianStudio

  Instrumenting streaming events: wires lib-streaming event emission end-to-end into a Lerian Go service via a 13-gate cycle (catalog, Builder bootstrap, Emit sites, outbox, HTTP manifest, NoopEmitter fallback, integration and…

• Doctrine Batch Processing

  by @dev-toolings

  Process large datasets with Doctrine (ORM 3 toIterable, flush+clear, bulk DQL) and memory management

• Dagster Expert

  by @dagster-io

  Expert guidance for working with Dagster and the dg CLI. ALWAYS use before doing any task that requires knowledge specific to Dagster, or that references assets, materialization, components, data tools or data pipelines. Common…

• Weekly Analytics

  by @NeverSight

  Weekly analytics report combining GA4, Google Search Console, and Microsoft Clarity into a premium HTML email. Use for automated Sunday cron jobs that generate weekly product analytics reports. Tracks users, sessions, pageviews,…

• Yahoo Finance

  by @NeverSight

  Financial data from Yahoo Finance: stock/bond prices, credit analysis, macro dashboard, FX rates, ETF flows, fundamentals, and news. Use when the user asks about stock prices, bond yields, credit metrics, leverage ratios,…

• Dagster Expert

  by @dagster-io

  Use for any task involving Dagster, the dg CLI, assets, materialization, components, data tools or data pipelines, matching the situations the Dagster skill handles. This is the deprecated dagster-expert plugin. It carries no…

• Math Teacher

  by @jamesrochabrun

  Interactive math teacher that instantly generates playful, gamified learning experiences. Creates visual playgrounds, interactive artifacts, and engaging games for kids and adults to learn math concepts from basic arithmetic to…

• Design Brief Generator

  by @jamesrochabrun

  Generate comprehensive design briefs for design projects. Use this skill when designers ask to "create a design brief", "structure a design project", "define design requirements", or need help planning design work.

• Mermaid Diagrams

  by @veelenga

  Creating and refining Mermaid diagrams with live reload. Use when users want flowcharts, sequence diagrams, class diagrams, ER diagrams, state diagrams, or any other Mermaid visualization. Provides best practices for syntax,…

• Generate Allure Report

  by @danielvm-git

  Generate Allure-ready reports from bigpowers YAML metadata. Reads execution-status.yaml, release-plan.yaml, epic capsules, task YAMLs, cycle-times.yaml, and bug registry to produce allure-results/junit-results.xml,…

• Dependency Manager

  by @jpicklyk

  Visualizes, creates, and diagnoses dependencies between MCP work items. Use when a user says: what blocks this, add a dependency, show dependency graph, why can't this start, link these items, unblock this, remove dependency, or…

• Hz Perfetto Debug

  by @meta-quest

  Analyzes Meta Quest and Horizon OS VR performance using Perfetto traces — frame timing, CPU/GPU bottlenecks, render pass analysis. Use when profiling frame drops, jank, or thermal issues on Quest devices.

• Ecto Query Patterns

  by @TheBushidoCollective

  Use when querying data with Ecto.Query DSL including where clauses, joins, aggregates, preloading, and query composition. Use for building flexible database queries in Elixir applications.

• Ink Hooks State

  by @TheBushidoCollective

  Use when managing state and side effects in Ink applications using React hooks for terminal UIs.

• Sre Monitoring And Observability

  by @TheBushidoCollective

  Use when building comprehensive monitoring and observability systems.

• Architect

  by @TheBushidoCollective

  Design system architecture and high-level technical strategy

• Optimize

  by @TheBushidoCollective

  Optimize code for performance, readability, or efficiency

• Supabase Postgres Best Practices

  by @julianromli

  Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

• Prd

  by @julianromli

  Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.

• Mongodb Schema Design

  by @mongodb

  MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on "design schema", "embed vs…

• Mongodb Natural Language Querying

  by @mongodb

  Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries,…

• Data Analysis

  by @seb1n

  Analyze datasets to answer defined questions through statistical methods, trend identification, hypothesis testing, and correlation analysis. Use when the user needs evidence-backed findings or decisions from data; use…

• Ml Pipeline Creation

  by @seb1n

  Design, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates. Use when the user requests an ML pipeline, needs to turn model scripts into…

• Exploratory Data Analysis

  by @seb1n

  Perform systematic exploratory data analysis to understand dataset structure, distributions, relationships, and anomalies before modeling. Use when a dataset is new, its quality is unknown, or the user requests open-ended…

• Report Generation

  by @seb1n

  Generate professional reports — sprint retrospectives, financial summaries, analytics dashboards, and incident postmortems — from structured data with templates, charts, and multi-format output. Use when the user requests report…

• Sql Query Generation

  by @seb1n

  Generate SQL queries from natural-language requirements using SELECT, JOIN, GROUP BY, window functions, CTEs, and subqueries. Use when the user needs a new query from a business question or schema; use query-optimization when an…

• Hyperparameter Tuning

  by @seb1n

  Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget. Use when the user requests hyperparameter tuning or…

• Churn Analysis

  by @seb1n

  Identify at-risk customer accounts by analyzing usage patterns, engagement signals, and support history to generate churn risk scores and intervention recommendations. Use when the user requests churn analysis or provides…

• Webhook Setup

  by @seb1n

  Set up webhook receivers with signature verification, idempotent event processing, retry handling, and dead letter queues for reliable event-driven integrations. Use when the user requests webhook setup or provides relevant…

• Wireframing

  by @seb1n

  Create text-based wireframes at low, mid, and high fidelity with component inventories, interaction annotations, and responsive breakpoint specifications. Use when the user requests wireframing or provides relevant inputs for…

• Model Training

  by @seb1n

  Train machine learning models end-to-end, covering data loading, preprocessing, architecture selection, training loops, validation, and checkpointing. Use when the user requests model training or provides relevant inputs for…

• Data Cleaning

  by @seb1n

  Clean and preprocess datasets by handling missing values, removing duplicates, correcting types, resolving outliers, and enforcing validation schemas. Use when the user requests data cleaning or provides relevant inputs for this…

• Data Labeling

  by @seb1n

  Set up and manage data labeling workflows using manual annotation tools, semi-automated pipelines, active learning, and programmatic weak supervision. Use when the user requests data labeling or provides relevant inputs for this…

• Onboarding Playbook Creation

  by @seb1n

  Design structured customer onboarding workflows with phased checklists, email templates, success milestones, and ownership assignments. Use when the user requests onboarding playbook creation or provides relevant inputs for this…

• Customer Feedback Analysis

  by @seb1n

  Analyze NPS, CSAT, and qualitative customer feedback to extract themes, identify trends, and generate actionable insight reports. Use when the user requests customer feedback analysis or provides relevant inputs for this workflow.

• User Flow Mapping

  by @seb1n

  Visualize and map user flows with Mermaid diagrams, decision points, error states, and conversion metrics to optimize user journeys. Use when the user requests user flow mapping or provides relevant inputs for this workflow.

• Database Schema Design

  by @seb1n

  Design normalized database schemas with tables, relationships, indexes, and constraints for any application domain. Use when the user requests database schema design or provides relevant inputs for this workflow.

• Data Visualization

  by @seb1n

  Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly. Use when the user requests data visualization or provides relevant inputs for this workflow.

• Evaluate

  by @ghaida

  Structured UX evaluation that produces quantitative assessments, identifies specific issues, and routes to the right Intent skill for resolution. Part of the Intent design strategy system. Runs heuristic evaluations, cognitive…

• Blueprint

  by @ghaida

  Map, analyze, and redesign the systems behind product experiences. Part of the Intent design strategy system. Creates service blueprints, ecosystem maps, process architecture, and dependency diagrams. Understands how services,…

• Journey

  by @ghaida

  Design any user-facing experience end-to-end: task flows, multi-step workflows, navigation structures, onboarding, settings, search, content creation, collaboration, signup, checkout, dashboards, notifications, error recovery,…

• Measure

  by @ghaida

  Defines and tracks UX success through metrics, measurement frameworks, and experimentation. Part of the Intent design strategy system. Connects design decisions to observable evidence — did the thing we built actually help?…

• Investigate

  by @ghaida

  Guide and conduct user research — from planning through synthesis. Interview scripts, survey design, usability test plans, diary studies, contextual inquiry. Plus synthesis: affinity mapping, thematic coding, insight extraction.…

• Strategize

  by @ghaida

  Frames product design problems before solutions exist. Synthesizes research, sizes opportunities, defines hypotheses, scopes projects, and maps customer journeys. Use this skill for new project kickoffs, ambiguous business asks,…

• Sanity Migration

  by @sanity-io

  Plans, implements, and reviews migrations from other CMSes and content systems into Sanity. Use when migrating or replatforming to Sanity from AEM, Adobe Experience Manager, Contentful, Strapi, Webflow, WordPress, Payload,…

• Content Experimentation Best Practices

  by @sanity-io

  Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this skill when planning…

• Local Place Search

  by @brave

  USE FOR finding places in the physical world - businesses, POIs, street addresses, cities and streets. Results carry address, coordinates, rating, opening hours and phone, so basic details need no follow-up call. Standalone - no…

• Local Descriptions

  by @brave

  USE FOR getting AI-generated POI text descriptions. Requires POI IDs from local-place-search, or from web-search with result_filter=locations. Returns markdown descriptions grounded in web search context. Max 20 IDs per request.