Data & Analytics
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.
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alphagbm Skill Alphagbm PolymarketCompares prediction market probabilities from Polymarket with options-implied probabilities to identify mispricing signals and potential arbitrage opportunities.
Audited 1.2k -
alphagbm Skill Alphagbm Vol SurfaceBuilds a 3D volatility surface for any optionable ticker, mapping implied volatility across strike price and time to expiration to identify cheap, expensive, or anomalous options.
1.2k -
alphagbm Skill Alphagbm Bps BacktestRuns a side-by-side walk-forward backtest of a Bull Put Spread strategy with and without a FearScore entry signal, comparing performance metrics over ~8 years of daily data.
Audited 1.2k -
alphagbm Skill Alphagbm Tepper SignalDetects whether current market conditions match David Tepper's historic panic-buy signal by combining VIX, FearScore, and a quality filter.
1.2k -
alphagbm Skill Alphagbm Earnings CrushAnalyzes earnings-season implied volatility: historical IV crush, implied move forecast, IV Rank strategy tag, and a priced Iron Condor quote ready to trade.
1.2k -
alphagbm Skill Alphagbm Stock AnalysisAnalyzes stocks using the AlphaGBM Five Pillars framework, returning a composite score, risk assessment, target price, and AI-generated report from real market data.
1.2k -
alphagbm Skill Alphagbm Theme ResearchOrganize tickers into named investment themes with AI-generated summaries and news keyword monitoring.
1.2k -
alphagbm Skill Alphagbm Company ProfileBuild and manage company research profiles in a personal knowledge base, tracking fundamentals, valuation bands, red flags, and events with auto-refresh.
1.2k -
alphagbm Skill Alphagbm Unusual ActivityDetects unusual options activity and classifies smart money signals to help follow institutional positioning, including volume/OI ratio spikes, block trades, sweep orders, and net premium flow.
Audited 1.2k -
composiohq Bundle PaperjsxGenerate PPTX presentations, DOCX documents, XLSX spreadsheets, and PDF reports from structured JSON input using PaperJSX.
Audited 66.9k -
composiohq Skill Datadog LogsQuery and filter Datadog logs from the shell using the Composio CLI, enabling scoped log searches, pivoting across services and environments, and exporting structured JSON for downstream analysis.
66.9k -
composiohq Skill Spreadsheet Formula HelperWrite and debug spreadsheet formulas (Excel/Google Sheets), pivot tables, and array formulas; translate between dialects; use when users need working formulas with examples and edge-case checks.
Audited 66.9k -
jeffallan Bundle SQL ProOptimizes SQL queries, designs database schemas, and troubleshoots performance issues using execution plan analysis, indexing strategies, and set-based operations.
Audited 10.4k -
jeffallan Bundle Ml PipelineDesigns and implements production-grade ML pipeline infrastructure: configures experiment tracking, creates orchestration DAGs, builds feature store schemas, deploys model registries, and automates retraining and validation workflows.
Audited 10.4k -
jeffallan Bundle Postgres ProOptimize PostgreSQL queries, configure replication, and implement advanced database features with EXPLAIN analysis, JSONB operations, extension usage, and VACUUM tuning.
Audited 10.4k -
jeffallan Bundle Code ReviewerAnalyzes code diffs and files to identify bugs, security vulnerabilities, code smells, and architectural concerns, producing a structured review report with prioritized, actionable feedback.
Audited 10.4k -
jeffallan Bundle RAG ArchitectDesigns and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality.
10.4k -
jeffallan Bundle Database OptimizerOptimizes database queries and improves performance across PostgreSQL and MySQL systems by analyzing execution plans, designing index strategies, and tuning configurations.
Audited 10.4k -
jeffallan Bundle Secure Code GuardianGuides implementing authentication, authorization, input validation, and OWASP Top 10 prevention with secure code patterns and validation checkpoints.
Audited 10.4k -
inference-sh Skill Python ExecutorExecute Python code in a safe sandboxed environment with 100+ pre-installed libraries for data processing, web scraping, image manipulation, video creation, 3D model processing, PDF generation, API calls, and automation.
584 -
muratcankoylan Bundle Book Sft PipelineConvert books into supervised fine-tuning datasets and train style-transfer models that replicate an author's voice.
16.9k -
orchestra-research Bundle FaissEnables fast similarity search and clustering of dense vectors using FAISS, supporting billions of vectors, GPU acceleration, and various index types.
Audited 10.4k -
orchestra-research Bundle Qdrant Vector SearchBuild production RAG and semantic search systems with a high-performance vector database written in Rust, supporting hybrid search, filtering, and horizontal scaling.
Audited 10.4k -
orchestra-research Bundle PineconeProvides code examples and best practices for using Pinecone, a managed vector database for production RAG, recommendation, and semantic search applications.
10.4k -
orchestra-research Bundle Experiment Tracking SwanlabTrack ML experiments with open-source run logging, local or self-hosted dashboards, and media visualization using SwanLab.
10.4k -
orchestra-research Bundle LlamaindexConnects LLMs with user data for RAG applications, document Q&A, and knowledge retrieval using 300+ data connectors and vector indices.
10.4k -
orchestra-research Bundle Ray DataProcess large-scale ML datasets with distributed streaming execution across CPU/GPU, supporting Parquet, CSV, JSON, images, and integration with PyTorch, TensorFlow, and Ray Train.
Audited 10.4k -
orchestra-research Bundle Sentence TransformersGenerate high-quality sentence and text embeddings for semantic similarity, clustering, and retrieval using 5000+ pre-trained models. Supports multilingual and domain-specific embeddings for RAG and semantic search.
Audited 10.4k -
orchestra-research Bundle Nemo CuratorGPU-accelerated data curation for LLM training, supporting text, image, video, and audio with fuzzy deduplication, quality filtering, semantic deduplication, PII redaction, and NSFW detection.
Audited 10.4k -
czlonkowski Bundle N8n Binary And DataHandle files and binary data in n8n workflows correctly, covering the $binary vs $json split, reading/writing binary, preserving binary across transforms, and the agent-tool binary boundary.
Audited 5.7k -
openclaw Skill Convex RetentionManage Convex table retention policies, TTL fields, cleanup crons, and schema classification for ClawHub.
Audited 9.1k -
openclaw Bundle Convex Migration HelperPlan and execute safe Convex schema and data migrations using the widen-migrate-narrow pattern and the @convex-dev/migrations component.
Audited 9.1k -
tradermonty Bundle Ftd DetectorDetects Follow-Through Day (FTD) signals for market bottom confirmation using William O'Neil's methodology, with dual-index tracking and a state machine for rally attempt, FTD qualification, and post-FTD health monitoring.
2.3k -
tradermonty Bundle Pead ScreenerScreen post-earnings gap-up stocks for Post-Earnings Announcement Drift patterns using weekly candle analysis to detect red candle pullbacks and breakout signals.
2.3k -
tradermonty Bundle Sector AnalystAnalyzes sector rotation patterns and market cycle positioning using publicly available CSV data, with optional chart image analysis.
2.3k -
tradermonty Bundle Theme DetectorDetects and ranks trending market themes by analyzing cross-sector momentum, volume, and breadth signals with lifecycle maturity assessment.
2.3k
Frequently asked questions
What are 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.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include code-reviewer, database-optimizer, alphagbm-stock-analysis. Rankings shift as installs change; sort this page by "Most installs" 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@latest add <owner>/<name>, or copy the file into your agent's skills directory.