Data Analysis AI agent skills

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

• Deep Research

  by @feiskyer

  Multi-agent research orchestration: split a research goal into parallel sub-goals, run each via headless `claude -p` subprocesses, aggregate results into a polished report file. Use for systematic web/document research,…

• Manim Video

  by @Pluviobyte

  Production pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation derivations, architecture diagrams, and data stories.…

• Ai Daily Digest

  by @vigorX777

  Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category grouping, trend highlights, and…

• Simulation Study

  by @pedrohcgs

  Scaffold and run a reproducible Monte Carlo simulation study in R — a declared assumption regime, a parameterized DGP, an estimator grid, a seeded replication loop, and a summary of bias, RMSE, empirical SE, coverage, size/power…

• Blast Radius

  by @pedrohcgs

  Before and after changing anything shared — a function's return value, a signature, a schema, a label set, a config default, a constant, a file format — find every consumer and actually run them. Catches the change that looks…

• Data Analysis

  by @pedrohcgs

  End-to-end R data analysis pipeline — exploration → cleaning → regression → publication-ready tables and figures. Use when user says "analyze this dataset", "run a regression on X", "explore this CSV", "full analysis workflow",…

• Chief Data Officer

  by @cbrock84

  Owns data as an asset — governance, quality, the warehouse and semantic layer, analytics capability, and the governance of models built on top. Use this for a decision about how data is collected, stored, defined, or shared;…

• Data Modeling

  by @cbrock84

  Designs the warehouse and semantic layer — source-to-mart structure, dimensional modeling, grain, slowly changing dimensions, and the metric layer analytics reads through. Use this to design or restructure a warehouse, model a…

• Business Intelligence

  by @cbrock84

  Builds reporting and self-serve analytics that people actually use — metric trees, dashboard design, distribution, and the discipline that stops dashboards proliferating. Use this to build a dashboard or report, design a metrics…

• Marketing Analytics

  by @cbrock84

  Sets up, audits, and reports on marketing measurement — tracking plans, event schemas, attribution models, and the dashboards built on them. Use this to instrument a site or product, audit tracking nobody trusts, choose or…

• Data Engineering

  by @cbrock84

  Builds and operates data pipelines — ingestion, transformation, orchestration, quality testing, and reliability of data delivery. Use this to design or debug a pipeline, decide batch versus streaming, add data quality checks,…

• Data Governance

  by @cbrock84

  Establishes ownership, definitions, quality, access, and lineage for the organization's data. Use this when metrics disagree between teams, when nobody knows which dataset is authoritative, when setting up data ownership or…

• Business Growth Consultant

  by @cbrock84

  Finds the single constraint currently limiting a business's growth and the highest-leverage moves against it, rather than producing a list of everything that could be improved. Use this when growth has stalled or slowed, when…

• Ktx

  by @Kaelio

  Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent integration, and verifies…

• Dbt Ingest

  by @Kaelio

  Map dbt `schema.yml` / `properties.yml` models and sources into ktx semantic-layer overlays and column notes. Covers `sources:` vs `models:`, column `data_tests` (not_null, unique, accepted_values, relationships), and how…

• Ktx Analytics

  by @Kaelio

  Use when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining…

• Metabase Ingest

  by @Kaelio

  Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication, pre-aggregation decomposition,…

• Sl

  by @Kaelio

  ktx's semantic layer - a structured catalog of sources (tables/views), measures, joins, and segments expressed as YAML. Covers the schema and how to query it via `sl_query`. Use when the task involves querying pre-defined…

• Wiki Capture

  by @Kaelio

  ktx's knowledge base - wiki pages for durable, reusable business knowledge. Covers capture workflow for user preferences, metric definitions, organizational conventions, and cross-references between wiki pages and semantic-layer…

• Sl Capture

  by @Kaelio

  How to capture new reusable patterns into ktx's semantic layer - when a measure, segment, or join belongs in the catalog and how to write it generically so it stays small and useful over time. Loaded by the post-turn…

• Lookml Ingest

  by @Kaelio

  Map a LookML view/model/explore into ktx semantic layer sources. Covers the LookML to ktx primitive table, provenance tagging, and three worked examples (overlay, standalone from derived_table, standalone with sql_always_where).…

• Notion Synthesize

  by @Kaelio

  Synthesize durable ktx wiki pages and semantic-layer sources from staged Notion pages, databases, data-source rows, and clustered Notion evidence. Load when a WorkUnit contains Notion raw files or Notion evidence chunks.

• Looker Ingest

  by @Kaelio

  Extract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/, dashboards/, or looks/.

• Ingest Triage

  by @Kaelio

  Classify and resolve conflicts detected during bundle ingest (structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, evictions).

• Sigma Ingest

  by @Kaelio

  Extract durable ktx wiki knowledge from staged Sigma data model specs and workbook summaries. Load for WorkUnits with unitKey sigma-data-models or sigma-workbooks.

• Historic Sql Patterns

  by @Kaelio

  Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.

• Gdrive Synthesize

  by @Kaelio

  Synthesize durable KTX wiki pages from staged Google Drive document pulls. Load when a WorkUnit contains Google Doc raw files from `docs/**`.

• Historic Sql Table Digest

  by @Kaelio

  Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection.

• Live Database Ingest

  by @Kaelio

  Capture semantic-layer and knowledge updates from a live database schema snapshot.

• Excel工具

  by @XiaoMaColtAI

  读取、创建、修改和验证 XLSX，支持模板保留、公式重算和错误检查。

• Image Gen

  by @amd

  Turn a description into an image file with local Stable Diffusion, then iterate on it. Use when the user says draw, sketch, paint, render, "make a picture of", "generate an image", or asks for concept art, a thumbnail, a logo…

• Gaia Voice

  by @amd

  How GAIA talks and what it must never claim. Always on — the agent's voice and its honesty floor, not a task recipe.

• Attack Tree Construction

  by @rmyndharis

  Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

• Business Analyst

  by @rmyndharis

  Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business…

• Backend Development Feature Development

  by @rmyndharis

  Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.

• Huashu Data Pro

  by @alchaincyf

  数据分析与办公提效全能助手。覆盖数据处理、分析洞察、报告撰写、PPT制作、数据可视化的端到端工作流。 始终从专家视角出发，帮用户多想一步。遇到不确定的问题主动与用户确认。 支持：Excel数据分析、投放数据复盘、ROI测算、数据可视化、报告生成、PPT制作、公式生成。 当用户提到"分析数据"、"做报告"、"做PPT"、"Excel"、"投放分析"、"ROI"、"复盘"、…

• Memory

  by @Prismer-AI

  Persist and retrieve agent memory across sessions — write durable notes, read by path, recall via semantic search, list/delete, and consolidate. Use whenever the user asks to remember/forget something, when you need to look up…

• Uv Pip Install

  by @Memento-Teams

  Install and manage Python packages using uv pip. Use when a Python import fails with ModuleNotFoundError, user asks to install a package, or a script requires a missing dependency.

• Community Report

  by @Prismer-AI

  Publish a battle report after significant evolution progress.

• Prismer Baoyu Infographic

  by @Prismer-AI

  Infographics: 21 layouts x 21 styles (信息图, 可视化).

• Prismer Manim Video

  by @Prismer-AI

  Manim CE animations: 3Blue1Brown math/algo videos.

• Coverage Reel

  by @elvisun

  Turn a user-owned coverage CSV and reviewed press-clip captures into an honest, source-linked earned-media dashboard and a motion-designed highlight reel (MP4) that scrolls each real article to the client's sentence and…

• Add Report

  by @tddworks

  Guide for adding new report cards to ClaudeBar that analyze local data sources and display metrics with comparison deltas. Use this skill when: (1) Adding a new report/analytics card (e.g., weekly summary, model breakdown,…

• Add Provider

  by @tddworks

  Add an AI provider to ClaudeBar as a JSON definition run by the one generic Provider and DataSource. Use this skill when: (1) Adding a new AI assistant provider (like Antigravity, Cursor, etc.) (2) A provider needs a setting, an…

• Paper2code

  by @PrathamLearnsToCode

  Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation.…

• Analyzing Time Series

  by @datawhalechina

  Comprehensive diagnostic analysis of time series data. Use when users provide CSV time series data and want to understand its characteristics before forecasting - stationarity, seasonality, trend, forecastability, and transform…

• Knowledge Graph Skill

  by @NPC-Worldwide

  Skill for searching and evolving the SQLite-backed Knowledge Graph. Use this when you need structured fact/concept/link search across one or more teams, NPCs, or directory scopes. The Knowledge Graph (KG) is stored in the…

• Knowledge Index Skill

  by @NPC-Worldwide

  Skill for using the KnowledgeIndex registry to discover which directories contain `.knowledge.yaml` files without walking the filesystem. KnowledgeIndex is a lightweight SQLite cache. It maps directory paths to file metadata…

• Traceway

  by @tracewayapp

  Operate a Traceway observability instance through the traceway CLI: log in, query exceptions, logs, endpoints, and metrics, and debug production issues down to root cause. Use when the user invokes /traceway with a subcommand,…

• Plotbeat

  by @Unclecheng-li

  Build deterministic, editable data-visualization videos from local CSV/JSON or data fetched from a user-approved URL, API, or public source by adapting native HyperFrames templates and selectable visual-style presets. Requires…

• Error Discovery

  by @ai-evals-course

  Run error analysis on a dataset. Build a review UI, select diverse samples, monitor annotations, and organize failure modes.

• Eval Audit

  by @ai-evals-course

  Audit an LLM eval pipeline and surface problems: missing error analysis, unvalidated judges, vanity metrics, etc. Use when inheriting an eval system, when unsure whether evals are trustworthy, or as a starting point when no eval…

• Write Judge Prompt

  by @ai-evals-course

  Design LLM-as-Judge evaluators for subjective criteria that code-based checks cannot handle. Use when a failure mode requires interpretation (tone, faithfulness, relevance, completeness). Do NOT use when the failure mode can be…

• Evaluate Rag

  by @ai-evals-course

  Guides evaluation of RAG pipeline retrieval and generation quality. Use when evaluating a retrieval-augmented generation system, measuring retrieval quality, assessing generation faithfulness or relevance, generating synthetic…

• Azure Resource Visualizer

  by @microsoft

  Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships,…

• Azure Kusto

  by @microsoft

  Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series…

• Dust Elasticsearch

  by @dust-tt

  Create, migrate, or query Elasticsearch indices in `front`. Use when adding a new front Elasticsearch index, changing mappings or settings, wiring indexing logic, or exposing Elasticsearch-backed analytics/search endpoints.

• Dust I18n

  by @dust-tt

  Make front and sparkle UI strings translatable with Lingui. Use when adding or changing user-visible text in `front/components`, `front/hooks` or `front/lib` React code or in `sparkle/src` components, when wrapping existing…

• Space Xhs Account Audit

  by @SpaceZephyr

  小红书账号整体诊断与竞品对标。对一个或多个小红书账号做量化体检——定位清晰度、内容垂直度、封面统一性、标题钩子率、更新节奏、互动率、爆款率、粉丝转化效率八个维度打分，定位卡点并给出可执行改动。当用户说"账号诊断""帮我看看我的号""我的号没起色/不涨粉/流量下滑""主页体检""账号定位有问题吗""竞品账号分析""对标账号拆解""这个博主为什么能起来""帮我和竞品比一比"，或直接贴出小红书主页链接/主页截图要求分析时触发。支持有数据源（GUAIKEI_AP…

• Space Xhs Buddy

  by @SpaceZephyr

  小红书创作总控台。判断用户当前卡在哪一环，路由到对应的专项技能，并把多步骤工作流串起来执行。当用户说"做小红书""帮我运营小红书""小红书从头到尾走一遍""我想开始做小红书""小红书全流程""不知道从哪下手""帮我搞小红书"，或同时提出跨多个环节的需求（如"帮我想选题顺便写出来配好图"）时触发。单一环节的需求应直接使用对应专项技能，不必经过本技能。

• Clawteam

  by @win4r

  Multi-agent swarm coordination via the ClawTeam CLI. Use when the user wants to create agent teams, spawn multiple agents to work in parallel, coordinate tasks with dependencies, broadcast messages between agents, monitor…

• Frontend Visual Qa

  by @daymade

  Audits already-rendered UI — web app, deck/slide, dashboard, design-system, or Electron/native app — via real-browser/native-app journeys and a Playwright sweep. Use after UI implementation to find typography, overflow,…

• Data Visualization Discipline

  by @daymade

  数据可视化的判断层 SSOT——画任何图表、dashboard、看板之前先加载它，不是画完之后。管"该不该这么画"：这张图想让读者得出什么结论、用均值还是中位数、能不能聚合、堆叠还是折线、能不能上双轴、配色与颜色数量、同一实体跨图是否同色同位、表格该留几列。介质无关：HTML 报告页、React/Vue dashboard、PPT 原生图表、matplotlib/plotly/ECharts/D3、渲染成 PNG 的图，一律适用。Use when…

• Model Migration Plan

  by @mohitagw15856

  Plan the migration of an LLM feature from one model to another without breaking production. Use when a model is being deprecated, a newer model looks better or cheaper, or when asked how to upgrade models safely, run shadow…

• Voice Agent Design

  by @mohitagw15856

  Design a voice AI agent for phone or in-app conversations — call flows, interruption handling, escalation to humans, and the metrics that catch a bad voice experience. Use when asked to design a voice agent, automate a phone…

• Experiment Designer

  by @mohitagw15856

  Design statistically rigorous A/B tests and interpret experiment results. Use when asked to design an experiment, run an A/B test, calculate sample size, interpret test results, or assess whether an experiment was successful.…

• Metrics Framework

  by @mohitagw15856

  Construye un marco de métricas para cualquier producto, equipo o negocio. Úsalo cuando se pida un árbol de métricas, marco de KPI, métrica North Star, embudo AARRR, marco HEART, u OKR de métricas. Produce una jerarquía de…

• Plugin Builder

  by @vellum-ai

  Use when the user wants to build, scaffold, ship, or edit a Vellum plugin that bundles multiple surfaces (hooks, tools, skills, and more) into one installable package.

• Resend Setup

  by @vellum-ai

  Set up and send emails via a user-provided Resend account (BYO email provider)

• Vellum Client Capabilities

  by @vellum-ai

  Truthful answers about what the Vellum client apps can and cannot do on the user's device. Device location and GPS are unavailable in every client and there is no location permission prompt to approve, so location requests are…

• Vellum Conversation Management

  by @vellum-ai

  Manage conversation threads (rename, list, search, export)

• Extensions And Components

  by @agent0ai

  Use HTML adapters, JS hook seams, and component loading correctly in the layered module system.

• Documentation

  by @agent0ai

  Read the supplemental project documentation module

• Read Codex History

  by @daymade

  Reads, searches, and exports local OpenAI Codex history without continuing the old task. Lists recent Codex sessions, extracts exact prompt-ledger inputs by Session, locates a rollout by verified session_meta identity,…

• Excel Automation

  by @daymade

  Create, parse, and control Excel files on macOS. Professional formatting with openpyxl, complex xlsm parsing with stdlib zipfile+xml for investment bank financial models, and Excel window control via AppleScript. Use when…

• Design Style Picker

  by @daymade

  Batch-generate and compare visual design directions so a user can choose the style they actually want. Use when the user says they cannot describe an abstract visual style, asks for many style options, wants to choose from…

• Record Episode

  by @AgibotTech

  Capture a Genie Sim RT Engine episode while a scene runs — record the canonical ROS 2 topics (`/joint_states`, `/joint_command`, `/tf`, `/clock`, cameras) with `ros2 bag`, or pair the recording with the teleop / benchmark loops…

• Nanoresearch Experiment

  by @OpenRaiser

  Generate a Python code skeleton from an experiment blueprint

• Nanoresearch Planning

  by @OpenRaiser

  Produce an experiment blueprint from a research hypothesis

• All Hands Deck

  by @mohitagw15856

  Build an all-hands that lands with everyone from intern to VP — the mixed-altitude structure (the story for all, the numbers for some), the wins-with-names section done right, the hard-news slide handled straight, and the Q&A…

• Agent Observability Spec

  by @mohitagw15856

  Specify the tracing, metrics, and alerting for an AI agent or LLM feature in production. Use when asked what to log for an LLM app, design agent tracing or spans, define quality and cost monitors, or answer 'how do we know if…

• Ai Eval Plan

  by @mohitagw15856

  Design an evaluation plan for an LLM or AI feature before shipping it. Use when asked how to evaluate a prompt/model/agent, set up an eval harness, define quality metrics for an AI feature, or build a regression gate. Produces…

• Frontend Dev

  by @marmelab

  Coding practices for frontend development in Atomic CRM. Use when creating or modifying React components, forms, list pages, detail views, filters, data fetching, or responsive layouts.

• Shadcn Customization

  by @marmelab

  Shadcn/ui theming and component customization — CSS variables, OKLCH colors, dark mode, variants, wrappers. Load for any ticket involving colors, theme, UI layout, or component styling.

• Graphql

  by @PentesterFlow

  GraphQL pentest playbook — find the endpoint, dump the schema (introspection or field-suggestion fallback), then test for authorization gaps, query batching, alias overload, depth-based DoS, and SQLi/NoSQLi in resolver…

• Officecli Data Dashboard

  by @Team-Commonly

  Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular input. Trigger on: 'dashboard',…

• Recon

  by @PentesterFlow

  External recon playbook for a web target — subdomain enumeration, live-host probing, tech fingerprinting, and a first pass at content discovery. Use when the user gives you a root domain or apex and wants attack surface mapping.

• Agent Integration

  by @fastclaw-ai

  Integrate an application's backend with FastClaw cloud agents over the FastClaw API. Use when a project needs to chat with one or more existing FastClaw agents (agent-scope API key), or to create, update, delete and chat with…

• Data Analysis

  by @fastclaw-ai

  Analyze data, process CSV/JSON files, compute statistics, and create data visualizations. Use when the user asks about data processing, statistics, or analysis.

• Leaf Agriculture

  by @Anil-matcha

  Read and manage farm data through Leaf Agriculture: fields, boundaries, machine operation files, and as-applied irrigation. Trigger phrases: leaf agriculture, farm data, field boundaries, as-applied irrigation, john deere data,…

• Ideogram

  by @Anil-matcha

  Ideogram text-to-image generation with the strongest text rendering in the catalog: generate, edit, remix, upscale, describe, balance. Trigger phrases: ideogram, text in image, thumbnail with words, ideogram generate, magic fill.

• Lob

  by @Anil-matcha

  Print and mail physical letters and postcards through Lob, verify US addresses, and cancel pieces before production. Trigger phrases: lob, send postcard, send letter, direct mail, print and mail.

• Black Forest Labs

  by @Anil-matcha

  Black Forest Labs FLUX image generation: flux-2-pro and flux-2-flex text-to-image with async polling. Trigger phrases: black forest labs, BFL, flux image, flux-2-pro, flux 2 generate.

• Luma

  by @Anil-matcha

  Luma Dream Machine video generation: text-to-video and image-to-video, status polling, cancel, image upload. Trigger phrases: luma, dream machine, luma video, ray video.

• Firecrawl

  by @Anil-matcha

  Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web. Trigger phrases: firecrawl, scrape website.

• Polar

  by @Anil-matcha

  Read Polar orders, subscriptions, products, and customers; create checkouts and refunds. Trigger phrases: polar, orders, refunds, merchant of record.

• Podbean

  by @Anil-matcha

  Manage Podbean podcast hosting: podcasts and episodes via OAuth API. Trigger phrases: podbean, podcast hosting, publish episode, podcast episodes.

• Flyio

  by @Anil-matcha

  Read and write Fly.io: list apps and machines, manage volumes, start/stop/restart machines, run exec commands. Trigger phrases: fly.io, machines.

• Dub

  by @Anil-matcha

  Read and write Dub: manage short links and read their click analytics; record lead or sale conversions. Trigger phrases: dub, short links.

• Exa

  by @Anil-matcha

  Neural web search with page text: one call returns ranked sources with snippets. Trigger phrases: exa, exa search, search the web.