Data & Analytics

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When the user wants to implement cross-docking operations, optimize transshipment, or reduce warehouse storage. Also use when the user mentions "crossdock," "transshipment," "flow-through distribution," "dock-to-dock," "consolidation center," or "break-bulk operations." For general warehouse design, see warehouse-design. For dock scheduling, see dock-door-assignment. Use when this capability is needed.

tomevault-io Bundle

This skill should be used when the user asks to "generate annual schedule", "update annual schedule", "create year schedule", "rebuild schedule", "refresh schedule from spreadsheet", "create full-year view", "build annual camp plan", "consolidate all camp days", "combine summer and PA days", or needs to produce a consolidated annual schedule covering summer, PA days, winter break, and March break from spreadsheet data and school calendar. Generates both markdown and Excel output. Use when this capability is needed.

tomevault-io Bundle

大規模プロジェクト用のドキュメント群を自動生成します。docs/projects/{プロジェクト名}/配下にproject-plan.md、requirements.md、design.md（全体概要のみ）、wbs.md、implementation-plan.md、および各フェーズごとのdesign.mdを生成します。「プロジェクトドキュメント作成」「大規模機能のドキュメント作って」「プロジェクト計画書を作成」などで呼び出されます。 Use when this capability is needed.

tomevault-io Bundle

開発作業の要件定義書（requirements.md）を生成します。このスキルは単独で使用することも、generate-working-docsから呼び出されることもあります。 Use when this capability is needed.

tomevault-io Bundle

開発作業ドキュメントを自動生成します。YYYYMMDD_要件名の形式でディレクトリを作成し、requirements.md、design.md、tasklist.md、testing.mdを生成します。「開発作業ドキュメント作成」「新規開発のドキュメント作って」「ドキュメント生成」などで呼び出されます。 Use when this capability is needed.

tomevault-io Bundle

Detects AI coding agent traffic in server logs and analytics. Identifies Claude Code, Cursor, Cline, Aider, and other agent fingerprints. Use when analyzing AI agent access patterns to documentation. Use when this capability is needed.

tomevault-io Bundle

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. Use when this capability is needed.

tomevault-io Bundle

Use when the task is to build, edit, or debug a semantic layer for the Teradata MCP server (https://github.com/Teradata/teradata-mcp-server) — custom tools, cubes, prompts, and glossary entries declared in YAML, plus the profiles.yml that exposes them. Covers schema rules, the cube SQL wrapping model, parameter substitution, profile regex selection, and the runtime smoke-test flow.

tomevault-io Bundle

Query onchain data on Base using the CDP SQL API via x402. Use when you or your user want to view onchain information about decoded blocks, transactions, and event. Use when this capability is needed.

tomevault-io Bundle

Requirements for Outputs

tomevault-io Bundle

Kailash DataFlow - zero-config data operations framework with automatic model-to-node generation and Data Fabric Engine. Use when asking about 'database operations', 'DataFlow', 'database models', 'CRUD operations', 'bulk operations', 'database queries', 'database migrations', 'multi-tenancy', 'multi-instance', 'database transactions', 'PostgreSQL', 'MySQL', 'SQLite', 'MongoDB', 'pgvector', 'vector search', 'document database', 'RAG', 'semantic search', 'existing database', 'database performance', 'database deployment', 'database testing', 'TDD with databases', 'external data sources', 'data products', 'db.source', 'db.product', 'db.start', 'fabric engine', 'source adapters', 'REST source', 'webhooks', or 'data fabric'. DataFlow is NOT an ORM - it generates 11 workflow nodes per SQL model, 8 nodes for MongoDB, and 3 nodes for vector operations. Use when this capability is needed.

tomevault-io Bundle

When the user wants to implement or optimize cycle counting programs, improve inventory accuracy, or design physical inventory processes. Also use when the user mentions "inventory accuracy," "physical inventory," "stock counting," "ABC cycle counting," "perpetual inventory," "inventory reconciliation," or "variance analysis." For inventory optimization, see inventory-optimization. For warehouse operations, see warehouse-design. Use when this capability is needed.

tomevault-io Bundle

Work with Tautulli analytics integration for Plex streaming metrics. Use when building analytics features, adding charts, fetching streaming data, working with watch history, or analyzing user activity patterns. Covers both the Tautulli client (API communication) and analytics module (data collection and storage). Use when this capability is needed.

tomevault-io Bundle

This skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data profiling. It provides comprehensive tools for exploratory data analysis using Plotly for interactive visualizations. Use when this capability is needed.

tomevault-io Bundle

PostHog event tracking, user identification, group analytics for B2B, GDPR consent patterns. Use when implementing product analytics, tracking user behavior, setting up funnels, or configuring privacy-compliant tracking. Use when this capability is needed.

tomevault-io Bundle

Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replication, planning partitioning, auditing indexes, or onboarding to database conventions — the database patterns knowledge base for PostgreSQL, MySQL, SQL Server, MongoDB, Redis, Cassandra, DynamoDB engines, schema design, SQL optimization, indexing strategies (B-tree, hash, GIN, GiST, BRIN, partial, covering), partitioning (range, list, hash), replication topologies, NoSQL data modeling, time-series, graph, monitoring, capacity planning, backup and recovery.

tomevault-io Bundle

Create, validate, and apply Supabase migrations with idempotent SQL, RLS checks, and types regeneration. Use when the user mentions migrations, db diff, schema changes, or type generation. Use when this capability is needed.

tomevault-io Bundle

Sequelize Node.js ORM for SQL databases. Use for database models, migrations, associations, queries, transactions, validations, hooks, and working with PostgreSQL, MySQL, MariaDB, SQLite, SQL Server. Use when this capability is needed.

tomevault-io Bundle

Add file download and export functionality (CSV, Excel, PDF, JSON) to a Goravel entity page using the existing client-side export system. Also covers chart PNG capture. Use when this capability is needed.

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Common patterns for extracting analytics data from GA4 and GSC with API handling Use when this capability is needed.

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Go Wails SQL Client Definition

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Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts. Use this skill when building business intelligence dashboards, monitoring systems, executive reports, or any interface that requires multiple coordinated data displays with filters, metrics, and visualizations working together.

tomevault-io Bundle

Generate markdown digests and CSV exports for GitHub issues, PRs, and initiative health tracking Use when this capability is needed.

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Analytics Dashboard

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SQL Fundamentals Core Knowledge

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Analyze and determine career information based on a person's given name Use when this capability is needed.

tomevault-io Bundle

Define a focused hunt hypothesis by synthesizing completed system internals and adversary tradecraft research. Use this skill after research has been completed to narrow a high-level hunt topic into a single, concrete attack pattern with clear investigative intent. This skill produces a structured, testable hypothesis and should be used before selecting data sources, defining environment scope, or developing analytics. Use when this capability is needed.

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Analytics Review Skill

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Fabric SQL Database

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Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault, wide tables), data mesh principles, and medallion architecture patterns. Use when architecting data platforms, choosing between centralized vs decentralized patterns, selecting table formats (Iceberg, Delta Lake), or designing data governance frameworks. Use when this capability is needed.

tomevault-io Bundle

This skill should be used when the user asks to "统计故障", "MTTR", "MTTA", "故障趋势", "故障报告", "incident trend", "incident metrics", "SLO report", "运营指标", "可靠性分析", or discusses incident statistical analysis and operational metrics (事件统计分析和运营指标). Use when this capability is needed.

tomevault-io Bundle

Converts ORM calls to raw SQL and analyzes query performance. Detects N+1 queries, missing indexes, and other anti-patterns. Use when debugging slow queries, tracing ORM-generated SQL, or optimizing database performance for Sequelize, Prisma, TypeORM (Node.js), GORM, sqlc, sqlx, ent (Go), or SQLAlchemy, Django ORM, Peewee (Python).

tomevault-io Bundle

CLI automation for Supabase development workflows. Provides scripts for migrations, Edge Functions, secrets management, type generation, and SQL execution with safety checks. Use when this capability is needed.

tomevault-io Bundle

AGGRESSIVELY use TOON v2.0 format for biggish regular data (≥5 items, ≥60% uniform). Auto-applies to tables, logs, events, transactions, analytics, API responses, database results. Supports 3 array types (inline, tabular, expanded), 3 delimiters (comma, tab, pipe), key folding for nested objects. Triggers on structured data, arrays, repeated patterns. Use TOON by default when tokens matter - RAG pipelines, tool calls, agents, benchmarks. Keywords "data", "array", "list", "table", "log", "transaction", "metric", "analytics", "API", "database", "query", "TOON". Use when this capability is needed.

tomevault-io Bundle

Set up analytics tracking for your Product Hunt launch. Use this skill to configure tracking tools, create dashboards, and ensure you capture all important launch metrics. Use when this capability is needed.

tomevault-io Bundle

Activates when user needs help with database design, SQL queries, migrations, or ORM usage. Triggers on "database schema", "SQL query", "migration", "optimize query", "foreign key", "index", "normalize", "ORM", "Prisma", "TypeORM", "SQLAlchemy", or database-related questions. Use when this capability is needed.