Agent skills

Data & Analytics skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
4,693 found
2,8812,928 · page 61 / 98
Custom Multiclass Logistic Regression with NumPyImplement a multiclass logistic regression classifier from scratch using NumPy and Pandas, avoiding libraries like scikit-learn.…ECNU-ICALKCustom Python DataFrame Class ImplementationImplement a custom DataFrame class in Python with specific methods (__init__, set_index, __setitem__, __getitem__, loc…ECNU-ICALKCustom Python DataFrame ImplementationImplement a custom DataFrame class in Python with specific methods (__init__, __getitem__, __repr__, etc.) that handles…ECNU-ICALKcustomer-data-platformCDP operations for unified customer data management and audience activationa5c-aiwritesCustomer.io AutomationAutomate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter…ComposioHQcvpr-artifact-evaluationUse when packaging code, models, datasets, or demo videos for a CVPR paper at either review time or release time, covering…brycewang-stanfordcvpr-camera-readyUse when preparing the final version of an accepted CVPR paper, covering de-anonymization, the dataset-release-by-camera-ready…brycewang-stanfordcvpr-experimentsUse when designing or auditing the experimental program of a CVPR paper, covering benchmark and baseline selection under…brycewang-stanfordcwd-rollupRoll up Claude Code sessions by working directory (project) from Agent Monitor data — session count, total cost, total tokens…hoangsonwwCyclic Time Feature EncodingEncode cyclic time features (e.g., hour of day, day of week) using sine and cosine transformations to preserve the cyclical…ECNU-ICALKd2Agent D2 - Data Collection Specialist - Interviews, Focus Groups & Observation. Covers protocol development, question design…brycewang-stanfordd3-visualization-guideGuide to D3.js for building custom interactive data visualizationsbrycewang-stanfordd3-visualizationTeaches the agent to produce D3 charts and interactive data visualizations. A comprehensive D3.js skill with examples across…nexu-iodag-mapRender the multi-agent orchestration DAG for a session — parent→child subagent edges, tree depth, and fan-out — from the Agent…hoangsonwwdagster-pipeline-creatorCreate dagster pipeline creator operations. Auto-activating skill for Data Pipelines. Triggers on: dagster pipeline creator…jeremylongshorewritesdaily-briefOperational knowledge for the daily-brief digest pipeline (this project). RSS/API fetchers, pluggable LLM enrichment (default…leiting-ericdaily-budget-checkRun a daily spend check-in against a daily budget on the Agent Monitor dashboard — today's spend vs the daily target, pace…hoangsonwwdan / as / marketGeneral SOP for common requests related to data, google, analysis.ECNU-ICALKdark-social-attributorUse when the user asks to "figure out where our direct traffic really comes from", "measure dark social", "add a…aaron-he-zhudart-3-updatesUse when writing switch statements, refactoring if-else chains, creating data classes, choosing records vs classes, destructuring…evancadashboard-associate-healthWenn es um Associate Health Dashboard in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzkettedashboard-board-packWenn es um Board Pack fürs Management Committee in Kanzlei Management geht: rechnet Schwellen, Beträge, Varianten und…Klotzkettedashboard-briefConvert a business question into a complete dashboard specification. Use when asked to design a dashboard, create a dashboard…mohitagw15856dashboard-builderBuild monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning…mturacdashboard-cash-wip-arWenn es um Cash WIP AR Dashboard in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen…Klotzkettedashboard-cross-selling-associate-healthWenn es um Cross-Selling ohne Nerven in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen…KlotzkettedashboardView all tracked vulnerabilities and their current statusdavepoondashboard-design-qualitygateWenn es um Dashboard Design Qualitygate in Kanzlei-Mandant Lifecycle geht: zerlegt Ergebnis, Frist, Zuständigkeit, Beweislast und…Klotzkettedashboard-designWeb and App implementation guide for Dashboard Design. Trigger when user wants analytics-focused layouts, data visualization, and…sickn33dashboard-executive-cockpit-partner-scorecardWenn es um Executive Cockpit in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen; liefert…Klotzkettedashboard-layout-plannerConfigure dashboard layout planner operations. Auto-activating skill for Data Analytics. Triggers on: dashboard layout planner…jeremylongshorewritesdashboard-matter-statusWenn es um Matter Status Dashboard in Kanzlei-Mandant Lifecycle geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzkettedashboard-partner-scorecardWenn es um Partner Scorecard in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen; liefert…Klotzkettedashboard-practice-groupWenn es um Practice Group Dashboard in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen…Klotzkettedashboard-pricing-realizationWenn es um Pricing Realization Dashboard in Kanzlei Management geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzkettedashboard-red-teamWenn es um Dashboard Red Team in Kanzlei Management geht: zerlegt Ergebnis, Frist, Zuständigkeit, Beweislast und Gegenposition…Klotzkettedashboard-statusQuick dashboard health and status overview — checks the Agent Monitor API (port 4820), reports session/agent/event counts from…hoangsonwwdashboardAuthoritative reference for the Lagune dashboard, a live view of a project's .lagune/ chain with a locked-down local action…wellwelweldata-act-bei-backup-exportWenn es um Data Act und Zugang zu IoT-Daten — Verhältnis zum Datenbankherstellerrecht in Datenbankrecht und…Klotzkettedata-act-export-control-freelancer-codeWenn es um EU Data Act in Softwareverträgen in Softwarerecht Deutschland/EU/International/USA geht: prüft Frist, Form…Klotzkettedata-act-roboterdatenWenn es um Data Act bei vernetzten Robotern in robotik-recht geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzkettedata-analysisEnd-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures.…brycewang-stanfordwritesdata-analyzerGuidance for analyzing structured data, generating statistics and producing data-driven insights. Use when the user asks to…vixuesdata-anomaly-detectionDetect anomalies and outliers in research data using statistical methodsbrycewang-stanforddata-artistCreate beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful"…foryourhealth111-pixeldata-augmentation-pipelineProcess data augmentation pipeline operations. Auto-activating skill for ML Training. Triggers on: data augmentation pipeline…jeremylongshorewritesdata-boardWenn es um Sicherer Data Room für Counsel und Behörden in Internal Investigations Praxis geht: ordnet Sachverhalt, Norm…Klotzkettedata-breach-responseRespond to your data being breached — triage by what actually leaked, the freeze/rotate/monitor ladder in the right order, and…mohitagw15856
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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