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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majiayu000 Bundle Model SavingsEstimate the dollars saved by routing eligible Claude Code work to a cheaper model family, using the Agent Monitor pricing engine. Re-prices each model's token mix at the target family's rates and quantifies the delta. Uses /api/pricing (rates), /api/pricing/cost (current per-model spend), /api/sessions, and /api/analytics. Use when hunting for cost cuts or comparing model tiers.
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majiayu000 Bundle Endpoint ProbeProbes each major Agent Monitor API route — /api/stats, /api/analytics, /api/sessions, /api/pricing/cost, /api/workflows/runs, /api/cc-config/overview — and reports each one's HTTP status, latency, and response shape, flagging which are reachable. Use to verify a dashboard install is wired up correctly.
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majiayu000 Bundle Spend ForecastForecast Claude Code spend to the end of the week or month from the daily session trend on the Agent Monitor dashboard — moving average of daily spend × days remaining, added to spend-to-date. Uses /api/analytics daily_sessions, /api/pricing/cost, and /api/sessions for a per-day cost curve. Use when projecting cost or asking "where will my spend land".
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majiayu000 Bundle CSV To SQLConvert CSV files to SQLite databases for efficient querying
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majiayu000 Bundle OctolensGitHub repository analytics and insights.
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majiayu000 Bundle Dwg To ExcelConvert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.
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majiayu000 Bundle Usage TrendsAnalyze Claude Code usage trends over time using the Agent Monitor's analytics API — daily session counts, daily event counts, token volumes by type, model distribution, tool usage rankings, and agent/event type distributions across 365-day retention windows.
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majiayu000 Bundle Model MixBreak down Claude Code usage by model family (Opus / Sonnet / Haiku) from the Agent Monitor dashboard — each family's share of tokens, share of cost, and the spots where an expensive model is doing cheap work. Pulls per-model token and cost splits from /api/pricing/cost, current rates from /api/pricing, fleet token totals from /api/analytics, and per-session model assignment from /api/sessions. Use when deciding model routing or whether to downshift work to a cheaper tier.
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majiayu000 Bundle CSV To PageConvert CSV files to Page notes with markdown tables (no truncation)
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majiayu000 Bundle Erp Data ExtractorExtract and analyze data from construction ERP systems. Pull project data for analytics, reporting, and integration.
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majiayu000 Bundle RescuetimeIntegration with RescueTime for productivity analytics.
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majiayu000 Bundle Documents XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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majiayu000 Bundle Cache EfficiencyAnalyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (total_cache_read / (total_cache_read + total_input)), cache_write vs cache_read reuse, cache-read vs cache-write spend, and the sessions with the poorest reuse. Pulls token totals from /api/analytics, per-session detail from /api/sessions, and dollar splits from /api/pricing/cost. Use when diagnosing cache spend or deciding whether prompt caching is paying off.
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majiayu000 Bundle Cwicr Data LoaderLoad and parse DDC CWICR construction cost database from multiple formats: Parquet, Excel, CSV, Qdrant snapshots. Foundation for all CWICR operations.
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majiayu000 Bundle PDF To StructuredExtract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.
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majiayu000 Bundle Platform DatabaseSQL database design, query optimization, and migration safety. Extends core-coding-standards with database-specific rules. Use when writing queries, schemas, or migrations.
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majiayu000 Bundle Time Of DayDiscover when you are most active and most productive with Claude Code by bucketing sessions and events into hour-of-day and day-of-week bins from their timestamps, then flagging peak versus low-output windows. Uses the session list, per-session events, and analytics daily trends. Use when planning a schedule or deciding when to do deep work versus lighter tasks.
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majiayu000 Bundle Vercel Analytics SetupAdd privacy-focused web analytics with Vercel Web Analytics. Track page views, visitors, and custom events with zero configuration.
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majiayu000 Bundle SQL Baphled DotopencodeSkill: sql
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majiayu000 Bundle Metrics Analytics SkillMetrics & Analytics Skill
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majiayu000 Bundle Vercel Analytics Setup 2Add privacy-focused web analytics with Vercel Web Analytics. Track page views, visitors, and custom events with zero configuration.
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majiayu000 Bundle Duckdb Ies 2Layer 4: IES Interactome Analytics with GF(3) Momentum Tracking
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majiayu000 Bundle Benchling Integration 2Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
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majiayu000 Bundle Data Scientist Anton Abyzov SpecweaveStatistical modeling and data analysis expert. A/B testing, causal inference, customer analytics (CLV, churn), anomaly detection, experiment tracking (MLflow/W&B), and data visualization. Use for business analytics, experiment design, or exploratory data analysis.
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majiayu000 Bundle TypefullyIntegration with Typefully for tweet scheduling and analytics.
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majiayu000 Bundle Agentdb Learning Plugins 2Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
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majiayu000 Bundle Dotnet Backend Anton Abyzov Specweave.NET/C# backend developer for ASP.NET Core 8+ APIs with Entity Framework Core and enterprise patterns. Use when building C# backends, implementing REST/gRPC APIs, or working with SQL Server/PostgreSQL. Covers JWT authentication, dependency injection, background services, and Minimal APIs.
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majiayu000 Bundle Standards Queries 2Write secure, optimized database queries with parameterized inputs, eager loading, and strategic indexing. Apply when writing SQL, ORM queries, or optimizing data access patterns.
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majiayu000 Bundle Create Skill Lightricks Ltx Analytics AgentsCreate new Cursor skills following the Agent Skills spec. Use when: (1) creating automation for repeatable tasks, (2) documenting team patterns, (3) packaging domain knowledge for reuse. Guides through skill qualification, structure, frontmatter, content organization, and validation.
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majiayu000 Bundle Swarm Advanced 2Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
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majiayu000 Bundle Verification Quality Assurance 2Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
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majiayu000 Bundle Agentdb Advanced Features 3Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
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majiayu000 Bundle Github Multi Repo 2Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
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majiayu000 Bundle Agentic Jujutsu 2Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
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majiayu000 Bundle Audit Security Baselhussain AI Keto Meal Plan GeRun security audit checks (rate limiting, webhook validation, SQL injection, XSS)
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majiayu000 Bundle Reasoningbank Intelligence 2Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
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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 model-savings, endpoint-probe, spend-forecast. 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.