Data Analysis AI agent skills

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

• Paddle

  by @Anil-matcha

  View Paddle transactions and customers. Read-only by design. Trigger phrases: paddle, paddle transactions, paddle customers.

• Plg Sales Integration

  by @RefoundAI

  Help users transition from a pure self-serve model to a hybrid motion that uses human sales to capture large enterprise deals while maintaining a frictionless product entry point.

• Fixing Underperforming Teams

  by @RefoundAI

  Help users identify why a team is struggling and implement a structured recovery plan by addressing leadership gaps, individual performance, and structural misalignments.

• Ai Evals

  by @RefoundAI

  Help users build robust infrastructure for measuring, monitoring, and iterating on AI product performance using human, code-based, and LLM-as-a-judge methodologies.

• Sast Idor

  by @utkusen

  Detect Insecure Direct Object Reference (IDOR) vulnerabilities in a codebase using a three-phase approach: recon (find candidates), batched verify (check authorization in parallel subagents, 3 candidates each), and merge…

• Thinking Map Territory

  by @tjboudreaux

  When a claim, doc, test, metric, or assumption conflicts with observed behavior, stop theorizing from the map and verify the live code or data; let territory overrule.

• Thinking Jobs To Be Done

  by @tjboudreaux

  Deciding what to build or why adoption fails. Recover the progress users hire a solution for under a circumstance, then rank by outcome and competing workarounds.

• Profile Test Skill

  by @microsoft

  **PROFILE TEST** - A skill for testing the profile command. USE FOR: testing profile analysis, verifying structural metrics. DO NOT USE FOR: production use.

• Oma Observability

  by @first-fluke

  Design or troubleshoot telemetry, SLOs, and incident diagnostics. Route to the relevant signal, system boundary, or vendor guide.

• Oma Recap

  by @first-fluke

  Summarize AI conversation histories for a specified date or period. Use for daily work recaps and cross-tool activity summaries.

• Dynamic Archify

  by @Unclecheng-li

  Create professional architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as standalone animated HTML files with SVG graphics, flowing animation effects, a built-in dark/light theme toggle, and one-click…

• Network Protocol Viz

  by @Unclecheng-li

  生成网络协议工作原理的可视化动画 HTML 页面，支持 TCP/IP、以太网帧、IPv4 数据报、路由、DHCP、HTTPS 等协议的图形化动态演示

• Wiki Query

  by @nvk

  Fast, explicit, read-only llm-wiki queries for Codex. Use for factual lookups, evidence checks, lists, and inventory status without wiki writes.

• Wiki Query

  by @nvk

  Fast, read-only, index-first queries over an llm-wiki with bounded file reads, exact citations, and honest evidence gaps.

• Wiki Query

  by @nvk

  Fast, read-only, index-first llm-wiki queries for OpenCode and compatible instruction-file harnesses.

• Seo Google

  by @hashgraph-online

  Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic. Provides real Google field data for Core Web…

• Vidseeds

  by @hashgraph-online

  Registry fallback entry point for the VidSeeds.ai MCP connector. Use the bundled domain skills for setup, efficiency, thumbnails, projects, analytics, local video, and publishing workflows.

• Seo Dataforseo

  by @hashgraph-online

  Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor…

• Clueless Blindspots

  by @hashgraph-online

  Use when the user asks what they are not seeing, what they forgot, what could go wrong, or what an expert would say about a plan, decision, document, code change, or setup they already have. Triggers: "what am I missing", "what…

• Darkmoon Pentest

  by @hashgraph-online

  Use when the user wants to start or follow an autonomous penetration test with their own Darkmoon Pro instance, check the status of a Darkmoon run, list Darkmoon campaigns, or read and triage the findings of a campaign. Requires…

• Launchfast Product Research

  by @hashgraph-online

  Codex-native multi-keyword Amazon opportunity scan using LaunchFast MCP. Use when the user wants to research 1-10 keywords, compare niches, or decide whether a product idea is a GO, INVESTIGATE, or PASS. Requires the LaunchFast…

• Seo Content

  by @hashgraph-online

  Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit".

• Project Discovery

  by @hashgraph-online

  Используй только внутри активного Codex Project Autopilot-проекта, когда пользователь уже запустил автопилот или в workspace есть .codex-agent в фазе discovery/planning.

• Backend Builder

  by @hashgraph-online

  Используй только внутри активного Codex Project Autopilot-проекта по утверждённому плану; не включай для обычных backend-задач вне автопилота.

• App Builder

  by @vellum-ai

  Build and edit small, personal visual tools and artifacts — dashboards, trackers, calculators, data visualizations, charts, simple landing pages, and slide decks the user wants for THEMSELVES. This is the right skill whenever…

• Sequences

  by @vellum-ai

  Create and manage automated email drip sequences

• Assistant Migration

  by @vellum-ai

  Migrate from ChatGPT, Claude, OpenClaw, Hermes, Manus, and other AI assistants into Vellum by inspecting their data exports, conversation archives, files, prompts, custom instructions, memory, saved memories, tools, GPTs,…

• Skill Management

  by @vellum-ai

  Create, edit, and delete custom managed skills in the user's workspace. Use whenever the user wants to author a new skill from a description, scaffold a SKILL.md, or remove a skill they no longer need.

• Js Secrets Extraction

  by @uphiago

  Analyze JS bundles and source maps for hardcoded secrets, API keys, JWTs, and internal endpoints

• Origin Ip Discovery

  by @uphiago

  Discover origin IPs behind CDN/WAF via favicon hash, DNS history, and SSL certs.

• Cq

  by @mozilla-ai

  INVOKE WHEN: - Starting any task — query first (cq catches blind spots your training data missed: stale versions, integration gotchas, undocumented quirks) - You just resolved a non-obvious error, confusing error message, or…

• Li Post

  by @Jakeschincariol

  Write a LinkedIn post from a raw idea using 21 proven hook formulas, in the user's own voice, humanized so it does not read as AI. Use whenever the user wants a LinkedIn post, a hook, a draft for the feed, "post about X", "turn…

• Godot Signals Groups

  by @gamedev-skills

  Build event-driven, decoupled Godot 4.7 gameplay with signals and node groups: declare and emit custom signals, connect with Callables (incl. bind/one-shot), and broadcast to many nodes via groups and call_group. Use when wiring…

• Level Design

  by @gamedev-skills

  Design and build playable levels — the blockout/whitebox-to-playable workflow, player metrics and grid layout, pacing and flow (tension/rest curve), gating and the critical path, and encounter design. Engine-neutral practice.…

• Godot Audio

  by @gamedev-skills

  Play and mix audio in Godot 4.7: AudioStreamPlayer (2D/3D variants), audio buses with volume/mute and effects, music vs SFX routing, db/linear volume, and precise sync-to-beat playback timing. Use when playing sounds or music in…

• Li Audit

  by @Jakeschincariol

  Post-mortem on what the user has already published - which posts actually worked, why, and what to stop doing. Use when the user pastes their LinkedIn analytics or past posts and asks "what's working", "why did this flop", "read…

• Synapse Migration

  by @microsoft

  Converts Synapse workspaces to Fabric: Spark items, Lake Databases, Linked Services, and Dedicated SQL Pool schema/procedures for Lakehouse or Warehouse. During Pool-to-Lakehouse migration only, can migrate approved dependent…

• Project Osmos

  by @microsoft

  Orchestrate Project Osmos for long-running Fabric and OneLake data-engineering outcomes, including task status, messages, follow-ups, cancellation, and deletion. Osmos tasks are remote service tasks, not local background agents.…

• Dataflows Cli

  by @microsoft

  Manages Fabric Dataflow Gen2 items, including creation, M editing, connections, output destinations, getDefinition and updateDefinition inspection, executeQuery, refresh history, and Gen1-to-Gen2 save-as upgrades via…

• Spark Cli

  by @microsoft

  Manages Fabric Spark work, including notebook cell code with %%configure, %%sql, PySpark and notebookutils, named notebook runs, Livy sessions, triage of failed or OOM notebook and pipeline Spark runs, and the Materialized Lake…

• Sqldw Cli

  by @microsoft

  Manage Fabric Warehouse, Lakehouse SQL endpoints, and Mirrored Databases: DDL/DML, COPY INTO, read-only T-SQL, Query Insights diagnostics, and Capacity Metrics CU-spike correlation. Synapse migration target SQL belongs to…

• Eventhouse Cli

  by @microsoft

  Authors and queries Fabric Eventhouse and KQL databases: tables, functions, policies, materialized views, ingestion, and read-only KQL for real-time and time-series analytics. All KQL database work belongs here, table creation…

• Fabriciq Ontology Cli

  by @microsoft

  Manages Fabric IQ Ontology items, including entity and relationship types, data bindings, and definition updates, plus schema, lineage, grounding, and graph-walk exploration. Use for ontology modelling and traversal. For…

• Azmon Mirroredcatalogs Operations Cli

  by @microsoft

  Brings Azure Monitor, Application Insights, and Log Analytics telemetry into Fabric as Eventhouse external delta tables and correlates it with business data. Use to onboard observability data, judge whether latency or…

• Pipeline Migration

  by @microsoft

  Migrates Synapse Data Factory pipelines to Fabric Data Factory, turning linked services into Fabric connections, inlining datasets into activities, converting global parameters to Variable Libraries, and mapping SynapseNotebook…

• Sqldb Cli

  by @microsoft

  Manages a Fabric SQL database item, the OLTP SQL Server engine, including running T-SQL through sqlcmd, temporal and vector similarity search, schema and sys.tables inspection, dacpac deployment, and Query Store, blocked…

• Hdinsight Migration

  by @microsoft

  Ports HDInsight Spark and Hive workloads to Fabric, converting HiveContext and SparkContext to SparkSession, WASB and ABFS paths to OneLake shortcuts, Hive DDL to Delta tables in a Lakehouse, and Oozie coordinators and actions…

• E2e Medallion Architecture

  by @microsoft

  Plans and builds end-to-end Fabric data platforms on the Bronze, Silver, and Gold medallion pattern: ingestion to analytics, PySpark and Delta layers, pipeline orchestration, per-layer Spark tuning, Materialized Lake View versus…

• Search Consumption Cli

  by @microsoft

  Finds Fabric items across every workspace with the Catalog Search API when the workspace is unknown, locating an item by display name, inventorying one item type tenant-wide, and returning the workspace and item IDs later calls…

• Aaai Supplementary

  by @brycewang-stanford

  Use when organizing AAAI supplementary material, including the technical appendix, multimedia appendix, and code/data ZIPs, while respecting that AAAI supplements are due with the paper, treated as immutable after submission,…

• Acl Reproducibility

  by @brycewang-stanford

  Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute reporting, prompt and decoding disclosure for…

• Acl Artifact Evaluation

  by @brycewang-stanford

  Use when packaging code, datasets, prompts, model outputs, or annotation materials for an ACL submission under ACL Rolling Review, covering anonymized supplement archives, scientific-artifact items of the Responsible NLP…

• Acmmm Experiments

  by @brycewang-stanford

  Use when designing or auditing the experiments of an ACM MM (ACM Multimedia) paper — matched baselines per modality, ablations that isolate the cross-modal fusion, user studies or QoE measurement where the claim is subjective,…

• Acl Experiments

  by @brycewang-stanford

  Use when designing or auditing experiments for an ACL paper, covering tuned LLM baselines, multi-dataset and multilingual evaluation, statistical significance and variance, human evaluation with agreement reporting,…

• Aaai Experiments

  by @brycewang-stanford

  Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical significance, robustness, human evaluation, AI-for-Social-Impact and alignment/safety evidence,…

• Aaai Topic Selection

  by @brycewang-stanford

  Use when deciding whether a project is a strong AAAI submission across its broad AI scope, should be reframed or routed to a dedicated track such as AI for Social Impact or AI Alignment, or should instead go to IJCAI, NeurIPS,…

• Moai Ref Api Patterns

  by @modu-ai

  REST/GraphQL API design patterns, error handling conventions, and input validation reference for backend development. Agent-extending skill that amplifies backend domain work (spawned via Agent(general-purpose) with backend…

• Moai Domain Database

  by @modu-ai

  Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and cloud database platforms (Neon, Supabase, Firestore). Use for schema design, query optimization, indexing strategies, data modeling, or cloud database…

• Principle Build The Lever

  by @michael-denyer

  Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or proves it (codemod, script, generator, or a skill your subagents follow) instead of working by hand. The tool…

• Benchmark Checklist

  by @michael-denyer

  Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.

• Simulink Run Parallel Simulations

  by @matlab

  Use this skill to run multiple Simulink simulations in parallel with parsim, batchsim, and DesignStudy. TRIGGER when: user asks for parameter sweep, sweeping/varying parameters across simulations, Monte Carlo study, batch…

• Simulink Collect Metrics

  by @matlab

  Collect and assess quality metrics for Simulink models using the metric.Engine API. Use when evaluating model design quality (maintainability, complexity, architecture) or testing completeness (unit testing, SIL, PIL, coverage,…

• Simulating Simulink Models

  by @matlab

  Configures Simulink simulations non-destructively using SimulationInput objects — parameter overrides without modifying the model, batch sweeps via parsim, custom input signals via Dataset, and simulation data retrieval via…

• Ad Campaign Analyzer

  by @gooseworks-ai

  Analyze ad campaign performance data (Google, Meta, LinkedIn) to identify what's working, what's wasting budget, and specific cut/scale/test recommendations. Runs statistical analysis, funnel diagnostics, and multi-channel…

• Bernstein Status

  by @sipyourdrink-ltd

  Show Bernstein orchestrator status - active agents, task progress, costs, and alerts. Use when the user asks about orchestrator status, what agents are doing, task progress, how much has been spent, or what's happening with the…

• Bernstein Quality

  by @sipyourdrink-ltd

  Show quality metrics for Bernstein runs - success rates per model, lint/test pass rates, completion time distributions. Use when the user asks about quality, reliability, which model performs best, or pass rates.

• Deploy

  by @clacky-ai

  Deploy Rails applications to Railway. Handles first-time setup and re-deploys idempotently using Railway CLI. Trigger on: "deploy", "deploy to railway", "railway deploy", "发布", "部署", "上线".

• Metr Merchant Payments

  by @BankrBot

  Claim and withdraw payments from Metr (metrpay.com) merchant account.

• Opentelemetry Net Instrumentation

  by @Aaronontheweb

  Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation,…

• Skill Data Tracker

  by @ZJU-REAL

  社媒数据记录与趋势分析。三种模式：(A) 记录快照 — 记录当日粉丝数、互动量等指标快照； (B) 增长趋势 — 分析粉丝增长率、增速变化、里程碑预测；(C) 内容生命周期 — 追踪单条内容 从发布到衰减的数据变化，判断速爆型/稳增型/长尾型。当用户说"记录数据"、"今天粉丝数"、 "增长趋势"、"粉丝增长"、"内容生命周期"、"这条笔记数据变化"、"数据快照"时触发。

• Csharp Concurrency Patterns

  by @Aaronontheweb

  Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization unless absolutely necessary.

• Database Performance

  by @Aaronontheweb

  Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper.

• Product Ui Taste

  by @huytieu

  Anti-slop skill for PRODUCT UI - dashboards, data tables, forms, multi-step flows, settings, list/detail, app shells. The agent reads the surface, budgets the frame first, and ships dense interfaces that are correct at every…

• Team Brief

  by @huytieu

  Generate daily team intelligence brief by cross-referencing GitHub, Linear, Slack, PostHog, meetings, and braindumps with two-way Linear sync-back

• Data Forms

  by @huytieu

  Pick the right way to represent a dataset so a reader gets the finding in three seconds — a catalog of 20+ chart and diagram forms with when-to-use and failure modes, plus the encoding decisions that make any of them readable…

• Knowledge Consolidation

  by @huytieu

  Build frameworks from scattered insights across all braindumps and notes

• Generate Prd

  by @huytieu

  Generate product requirements documents with optional publishing to Confluence or other wiki platforms

• Export Open Issues

  by @huytieu

  Audit and export open issues from any project tracker with summary analysis and vault archival

• Alchemy

  by @BankrBot

  Blockchain API access via Alchemy. Use when an agent needs to query blockchain data (balances, token prices, NFT ownership, transfer history, transaction simulation, gas estimates) across Ethereum, Base, Arbitrum, BNB, Polygon,…

• Coinhero

  by @BankrBot

  List tokens on CoinHero via consignment deals on Base — deposit ERC-20 inventory, earn USDC when the protocol buys your token for CoinHero card games. Use when a wallet-enabled agent wants to consign a Base ERC-20 token, check…

• Xlsx

  by @polyuiislab

  Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing…

• Pdf

  by @polyuiislab

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding…

• Axiom Shipping

  by @CharlesWiltgen

  Use when preparing an app for App Store submission, handling rejections or appeals, managing App Store Connect and Xcode Cloud, or triaging TestFlight/Sentry crash corpora. Covers checklists, metadata, privacy manifests, age…

• Axiom Analyze Triage

  by @CharlesWiltgen

  Use when the user wants to triage a CORPUS of production crashes/hangs from an aggregator (Sentry, App Store Connect) — grouped, counted issues — rather than a single crash file.

• Axiom Audit Database Schema

  by @CharlesWiltgen

  Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.

• Axiom Audit Core Data

  by @CharlesWiltgen

  Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.

• Supabase Cli

  by @fcakyon

  This skill should be used when user asks to "use supabase CLI", "supabase init", "supabase start", "run migrations", "deploy edge functions", "manage Supabase project", or works with the supabase command-line tool for local…

• Polar Local Environment

  by @fcakyon

  This skill should be used when setting up or managing Polar local development environment with Docker.

• Ultralytics Platform

  by @fcakyon

  This skill should be used when user asks to "upload my model to Ultralytics Platform", "push this run to the platform", "upload a dataset to platform", "download a dataset from platform", "search platform datasets", "start cloud…

• Data Layer Footguns

  by @maxrave-dev

  Room/SQLite, DataStore and repository traps: migrations, NOT IN with NULLs, LIKE escaping, delete order, local-time bucketing, imports, caching, paging. Use before writing a query or migration, or when data comes back wrong.

• Cloudwatch

  by @itsmostafa

  AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application…

• Spatial Transcriptomics

  by @ClawBio

  Analyse 10x Visium spatial transcriptomics: SpaceRanger outs or spatial h5ad in, then QC, Leiden clustering, Wilcoxon markers, Moran's I, neighbourhood enrichment and co-occurrence in one local report.

• Geo Fetch

  by @ClawBio

  Query metadata and download data from the NCBI Gene Expression Omnibus (GEO). Works with GEO accessions (GSE series, GSM samples, GPL platforms, GDS datasets) to search GEO DataSets, fetch series and sample metadata, list and…

• Healthkit

  by @dpearson2699

  Read, write, and query Apple Health data using HealthKit. Covers HKHealthStore authorization, sample queries, statistics queries, statistics collection queries for charts, saving HKQuantitySample data, background delivery,…

• Sensorkit

  by @dpearson2699

  Access research-grade sensor data using SensorKit for approved studies. Use when an app needs SensorKit entitlement setup, Research Sensor & Usage Data authorization, ambient light, recorded motion, device usage, keyboard…

• Carplay

  by @dpearson2699

  Build CarPlay-enabled apps using the CarPlay framework. Use when creating navigation, audio, communication, EV charging, parking, or food ordering apps for the car display, working with CPTemplateApplicationScene,…

• Gamekit

  by @dpearson2699

  Integrate Game Center features using GameKit. Use when authenticating GKLocalPlayer, checking player restrictions, submitting leaderboard scores, reporting achievements, implementing real-time or turn-based matchmaking, handling…

• Weatherkit

  by @dpearson2699

  Fetch WeatherKit current, minute, hourly, and daily forecasts; weather alerts; iOS 18+ changes, historical comparisons, summaries, and statistics; and required Apple Weather attribution. Use when integrating weather data,…

• Energykit

  by @dpearson2699

  Query grid electricity forecasts and submit load events using EnergyKit to help users optimize home electricity usage. Use when building smart home apps, EV charger controls, HVAC scheduling, or energy management dashboards that…

• Init Analysis

  by @OpenLAIR

  This skill should be used when the user asks to "run initial analysis", "analyze single-cell data", "QC my data", "run bioinformatics pipeline", "generate analysis report", "explore my dataset", "do exploratory data analysis",…