Data & Analytics Agent Skills

Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.

Data & Analytics

1,725 skills

github

x-twitter-scraper

Integrate Xquik into apps, scripts, data pipelines, or AI agents for X API tasks like tweet search, user lookup, follower export, media actions, and webhook verification.

36.2k

github

aws-resource-query

Query AWS resources using natural language, translating intent into read-only AWS CLI commands for EC2, S3, RDS, Lambda, ECS, EKS, and more.

36.2k

github

mini-context-graph

Build a persistent, compounding knowledge base that combines a wiki, knowledge graph, and raw source storage for structured retrieval with provenance.

36.2k · bundle

github

qdrant-clients-sdk

Integrate Qdrant vector search into applications using officially supported client SDKs for Python, JavaScript, Rust, Go, .NET, and Java.

36.2k

github

cloud-design-patterns

Provides 42 technology-agnostic cloud design patterns for distributed systems, covering reliability, performance, messaging, security, and deployment to help architects design robust workloads.

36.2k · bundle

github

copilot-usage-metrics

Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.

36.2k · bundle

github

copilot-cli-quickstart

Learn GitHub Copilot CLI from scratch with interactive step-by-step tutorials and on-demand Q&A, featuring separate tracks for developers and non-developers.

36.2k

github

postgresql-code-review

Review PostgreSQL code for best practices, anti-patterns, and quality standards including JSONB, arrays, custom types, schema design, functions, and security features like Row Level Security.

36.2k

github

qdrant-model-migration

Guides embedding model migration in Qdrant without downtime, covering alias swap, side-by-side, and hybrid search strategies.

36.2k

github

qdrant-version-upgrade

Upgrade Qdrant version without interrupting application availability and ensuring data integrity.

36.2k

github

snowflake-semanticview

Create, alter, and validate Snowflake semantic views using Snowflake CLI, including DDL drafting, validation, and querying.

36.2k

github

bigquery-pipeline-audit

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness, returning a structured report with exact patch locations.

36.2k

github

datanalysis-credit-risk

Cleans credit risk data and screens variables for pre-loan modeling through an 11-step pipeline covering missing rate calculation, IV/PSI filtering, null importance denoising, and correlation removal.

36.2k · bundle

github

optimize-simplicite-logs

Parses Simplicité log files from raw .txt format, filters fields to reduce noise, and outputs structured JSON for efficient AI context usage.

36.2k · bundle

github

qdrant-deployment-options

Guides selection of Qdrant deployment options: local mode, Docker, self-hosted, Qdrant Cloud, Hybrid Cloud, or Qdrant EDGE based on latency, control, and production needs.

36.2k

github

qdrant-scaling-qps

Guides scaling Qdrant query throughput (QPS) through performance tuning, horizontal scaling with read replicas, and disk I/O optimization.

36.2k

github

dataverse-python-quickstart

Generate Python SDK setup, CRUD, bulk, and paging snippets for Microsoft Dataverse using official patterns.

36.2k

github

power-bi-model-design-review

Evaluates Power BI data model architecture, relationships, storage modes, and performance to identify optimization opportunities and ensure adherence to best practices.

36.2k

github

import-infrastructure-as-code

Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM).

36.2k

github

python-azure-iot-edge-modules

Design, implement, and validate Python-based IoT Edge modules for telemetry processing, local inference, protocol translation, and edge-to-cloud integration.

36.2k · bundle

github

qdrant-performance-optimization

Optimize Qdrant vector search performance through indexing strategies, query tuning, memory management, and hardware considerations.

36.2k

github

qdrant-minimize-latency

Guides optimization of Qdrant query latency by tuning segments, memory, quantization, and search parameters.

36.2k

github

qdrant-search-quality-diagnosis

Diagnoses Qdrant search quality issues by isolating causes like HNSW approximation, quantization, embedding model, or search pipeline problems.

36.2k

github

dataverse-python-usecase-builder

Generate production-ready Dataverse SDK solutions with architecture recommendations, data models, and implementation code for common business use cases.

36.2k

github

qdrant-scaling-data-volume

Guides scaling decisions for Qdrant vector databases when data volume exceeds single-node capacity, covering tenant scaling, time window rotation, vertical scaling, and horizontal sharding.

36.2k

github

power-bi-report-design-consultation

Guides the design of effective, user-friendly, and accessible Power BI reports with optimal chart selection and layout design.

36.2k

github

qdrant-scaling-query-volume

Optimizes Qdrant query performance for large limits across multiple shards by using Poisson-distributed subsampling to reduce inter-shard data transfer.

36.2k

github

flowstudio-power-automate-monitoring

Monitor Power Automate flow health, failure rates, and tenant assets through the FlowStudio MCP cached store with governance metadata and remediation hints.

36.2k

github

power-bi-performance-troubleshooting

Systematically diagnose and resolve performance issues in Power BI models, reports, and queries using a structured troubleshooting methodology.

36.2k

github

azure-smart-city-iot-solution-builder

Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.

36.2k · bundle

github

reviewing-oracle-to-postgres-migration

Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences. Use when planning a database migration, reviewing migration artifacts, or validating integration test coverage.

36.2k · bundle

github

qdrant-search-strategies

Guides selection of Qdrant search strategies including hybrid search, reranking, relevance feedback, MMR, and discovery APIs to improve retrieval quality.

36.2k

github

creating-oracle-to-postgres-master-migration-plan

Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan.

36.2k

github

qdrant-tenant-scaling

Guides scaling Qdrant for multi-tenant workloads using payload partitioning, custom sharding, and tiered multitenancy.

36.2k

github

qdrant-vertical-scaling

Guides vertical scaling decisions for Qdrant vector databases, covering when to scale up, how to resize nodes in Qdrant Cloud or self-hosted deployments, RAM sizing formulas, and when to switch to horizontal scaling.

36.2k

github

qdrant-horizontal-scaling

Diagnoses Qdrant capacity needs and guides horizontal scaling decisions, including node count, shard count, replication factor, and resharding trade-offs.

36.2k

Frequently asked questions

What are Data & Analytics agent skills?

Which Data & Analytics skills are most installed?

Popular Data & Analytics skills on SkillMD right now include datanalysis-credit-risk, cloud-design-patterns, mini-context-graph. Rankings shift as installs change; sort this page by "Most downloaded" for the live list.

Do Data & Analytics skills work with Claude Code and Cursor?

Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds add <owner>/<name>, or copy the file into your agent's skills directory.