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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tradermonty Bundle Backtest ExpertProvides expert guidance for systematic backtesting of trading strategies, covering methodology, stress testing, bias prevention, and result interpretation.
2.3k -
tradermonty Bundle Finviz ScreenerTranslate natural-language stock screening requests into FinViz screener filter codes, build the URL, and open it in Chrome.
2.3k -
tradermonty Bundle Uptrend AnalyzerAnalyzes market breadth using Monty's Uptrend Ratio Dashboard data to diagnose the current market environment. Generates a 0-100 composite score from 5 components (breadth, sector participation, rotation, momentum, historical context).
2.3k -
tradermonty Bundle Earnings CalendarRetrieves upcoming earnings announcements for US stocks using the Financial Modeling Prep API, filtered by market cap over $2B, and organizes them into a markdown table grouped by date and timing.
2.3k -
tradermonty Bundle Portfolio ManagerAnalyze investment portfolios by fetching real-time holdings via Alpaca MCP Server, then assess asset allocation, diversification, risk metrics, and generate rebalancing recommendations.
2.3k -
tradermonty Bundle Us Stock AnalysisAnalyze US stocks with fundamental and technical analysis, peer comparisons, and investment reports using real-time market data.
2.3k -
tradermonty Bundle Trader Memory CoreTrack investment theses across their lifecycle — from screening idea to closed position with postmortem. Register theses from screener outputs, manage state transitions, attach position sizing, review due dates, and generate postmortem reports with P&L and MAE/MFE analysis.
2.3k -
tradermonty Bundle Market Top DetectorQuantifies market top probability using O'Neil Distribution Days, Minervini leading stock deterioration, and Monty defensive sector rotation, producing a 0-100 composite score with risk zone classification for tactical 2-8 week timing signals.
2.3k -
tradermonty Bundle Data Quality CheckerValidate financial data quality in market analysis documents before publication, checking price scales, instrument notation, date accuracy, allocation totals, and unit usage.
Audited 2.3k -
tradermonty Bundle Stockbee 20pct StudyScans US equities for daily +20%/-20% movers, classifies catalysts and chart context, updates forward outcomes, and summarizes cohort patterns for research.
2.3k -
tradermonty Bundle Breadth Chart AnalystAnalyze S&P 500 market breadth charts and CSV data to assess market health, identify trading signals, and generate positioning recommendations for different trader types.
Audited 2.3k -
tradermonty Bundle Earnings Trade AnalyzerScreens recent post-earnings stocks using a 5-factor scoring system (Gap Size, Pre-Earnings Trend, Volume Trend, MA200 Position, MA50 Position) and assigns A/B/C/D grades to identify momentum trade candidates.
2.3k -
tradermonty Bundle Market Breadth AnalyzerQuantifies market breadth health using public CSV data, generating a 0-100 composite score across six components to assess market participation and rally breadth.
2.3k -
tradermonty Bundle Trade Performance CoachReviews closed trades, partial exits, and monthly trade aggregates for process adherence, risk discipline, execution quality, and evidence-based trading behavior patterns.
2.3k -
tradermonty Bundle Trade Hypothesis IdeatorGenerate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets, with ranked hypothesis cards, experiment designs, kill criteria, and optional strategy.yaml export.
2.3k -
tradermonty Bundle Edge Pipeline OrchestratorCoordinate multi-stage edge research pipelines from candidate detection through strategy design, review, revision, and export.
2.3k -
tradermonty Bundle Downtrend Duration AnalyzerAnalyze historical downtrend durations and generate interactive HTML histograms showing typical correction lengths by sector and market cap.
2.3k -
tradermonty Bundle Ibd Distribution Day MonitorDetect IBD-style Distribution Days for QQQ/SPY, track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk, and emit TQQQ/QQQ exposure recommendations.
2.3k -
tradermonty Bundle Parabolic Short Trade PlannerScreen US equities for parabolic exhaustion patterns, generate conditional pre-market short plans, and monitor intraday trigger signals using 5-min bars.
2.3k -
tradermonty Bundle Stockbee Setup Fluency TrainerBuild and maintain a model book for Stockbee-style Momentum Burst setups by ingesting screener candidates, updating 3-day and 5-day forward outcomes with MFE/MAE and stop-hit status, and summarizing cohort statistics to improve setup recognition.
2.3k -
tradermonty Bundle Stanley Druckenmiller InvestmentSynthesizes outputs from 8 upstream market analysis skills into a unified conviction score (0-100), pattern classification, and allocation recommendation for Druckenmiller-style portfolio positioning.
2.3k -
tradermonty Bundle Stockbee Episodic Pivot AnalyzerAnalyzes Stockbee-style Day 1 Episodic Pivot candidates by scoring catalyst quality alongside price/volume confirmation, gap/range expansion, volume shock, neglect/revaluation context, liquidity, and risk to the EP-day low.
2.3k -
tradermonty Bundle Stockbee Momentum Burst ScreenerScreen US stocks for Stockbee-style short-term momentum burst setups using 4% breakout, dollar breakout, range expansion, volume expansion, prior range contraction, close-location, failure filters, and risk-distance scoring.
2.3k -
tradermonty Bundle Stockbee Exhaustion Hammer ScreenerScreen US stocks for Stockbee-style selling-exhaustion hammer setups using prior momentum, pullback depth, undercut/reclaim, long lower-wick geometry, close-location, volume confirmation, quality/liquidity gates, and risk-distance scoring.
2.3k -
memento-teams Bundle PDFRead, extract, merge, split, rotate, encrypt, and create PDF files. Supports markdown-to-PDF conversion, table extraction, form filling, and OCR for scanned documents.
1.5k -
memento-teams Bundle XLSXOpen, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv) with full formula support and professional formatting.
1.5k -
antigravity Skill AI AnalyzerIntegrates multi-dimensional health data to detect anomalies, predict risks (hypertension, diabetes, cardiovascular), and generate personalized recommendations and interactive HTML reports.
Audited 42.4k -
antigravity Bundle Dbos PythonBuild reliable, fault-tolerant Python applications with DBOS durable workflows, steps, queues, and communication patterns.
42.4k -
antigravity Bundle Hasdata CLIProvides command-line access to search, scraping, and structured web data from over 40 APIs including Google, Amazon, Yelp, and Zillow.
42.4k -
antigravity Skill Mesh MemoryProvides persistent, self-hosted semantic memory for AI agents via MCP, storing worklogs, decisions, and notes in PostgreSQL with pgvector for meaning-based retrieval across sessions.
42.4k -
adobe Bundle Page TreeCaptures a spatial hierarchy of rendered DOM elements from any webpage via Playwright CLI, returning an LLM-friendly text tree, structured JSON tree, and a node map with CSS selectors and overlay metadata.
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agricidaniel Skill Ads TestDesign and evaluate paid-ad experiments with hypotheses, randomization, sample-size calculations, guardrails, and decision rules for A/B and split tests.
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agricidaniel Skill Ads AttributionAudit cross-platform attribution by reconciling conversion definitions, reporting windows, and data sources across browsers, servers, MMPs, and ad platforms.
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agricidaniel Skill Ads Server Side TrackingAudit server-side paid-media measurement, including tag management, conversion APIs, event taxonomy, deduplication, consent, hashing, data quality, and observability.
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thedotmack Skill Mem SearchSearch and retrieve past work from claude-mem's persistent cross-session memory database using a three-layer workflow: search, timeline, and fetch.
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nexu-io Bundle Flowai Team DashboardGenerates a single-page team management dashboard with tabs for members, details, and activity log, including charts and CSV export.
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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 hasdata-cli, xlsx, dbos-python. 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.