Data & Analytics

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Mobile Analytics & Crash Reporting

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Klingai Usage Analytics

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AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting Use when this capability is needed.

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When the user wants to design a warehouse, optimize warehouse layout, determine facility size, or configure storage systems. Also use when the user mentions "warehouse layout," "facility design," "warehouse sizing," "storage systems," "material flow," "pick path design," "dock configuration," or "space utilization." For warehouse location selection, see facility-location-problem. For slotting existing warehouses, see warehouse-slotting-optimization. Use when this capability is needed.

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Security best practices for web applications including XSS prevention, CSRF protection, and input validation. Use when implementing authentication, handling user input, configuring security headers, or when user asks about "security", "XSS", "CSRF", "SQL injection", or "authentication". Use when this capability is needed.

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Read and analyze Google Docs, Sheets, and Slides by exporting them to local formats (DOCX, XLSX, PPTX) via browser download. Use this skill when users request to read, summarize, or analyze content from Google Drive URLs or .gdoc/.gsheet/.gslides files. Use when this capability is needed.

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Enterprise Platform architecture assistant. Use for questions about Customer Management, Billing & Payments, Analytics & Insights, or any Enterprise Platform architecture topic. Use when this capability is needed.

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Use automatically when evaluating or applying Dolt, the Git-like version-controlled SQL database, for database branching, merging, diffs, audit history, rollback, data collaboration, DoltHub, or versioned MySQL replica workflows. Use when this capability is needed.

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Windsurf Usage Analytics

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Batch job description processor using MANUAL REVIEW by parallel subagents. NO automated scripts allowed. Reads Excel/CSV with job data, splits into groups, launches max subagents for human-like analysis against user filter criteria. Outputs color-coded Excel with PASS/REJECT/ERROR classifications and detailed reasoning. Triggers include "batch process these JDs", "help me filter these positions", "process jobs in Excel", "batch filter jobs". Use when this capability is needed.

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SQL Optimization — Comprehensive Reference

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Generate query-agnostic analytics that model adversary behavior by translating hunt investigative intent into analytic definitions grounded in schema semantics. This skill is used to define how behavior should manifest in data before query execution or validation, and works best when informed by system internals, adversary tradecraft, a structured hunt focus, and suggested data sources. Use when this capability is needed.

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Assemble a complete hunt blueprint by consolidating outputs from prior hunt planning skills into a single, structured plan for execution. Use this skill after system and tradecraft research, hunt focus definition, data source identification, and analytics generation have been completed. This skill is synthesis and packaging only and must not introduce new research, assumptions, or analytics. Use when this capability is needed.

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SQL Injection Prevention

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Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting. This skill covers CSV schema design for security reports, using Python csv.DictWriter, severity-based filtering, and field mapping from JSON to tabular format. Use when this capability is needed.

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Comprehensive guide for BlazeMeter Service Virtualization, including virtual services, transactions, templates, and management. Use when working with Service Virtualization for (1) Creating virtual services and transactions, (2) Managing services (clone, export/import, rename/delete), (3) Using templates and environment variables, (4) Adding processing actions to transactions, (5) Using test data with virtual services, (6) Understanding transactional analytics, or any other Service Virtualization tasks. Use when this capability is needed.

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Skill for the CrestApps Orchard Core AI Agent module that provides 50+ natural-language AI tools for managing an Orchard Core site. Covers content management, content definitions, feature toggling, tenant management, recipe execution, user and role lookup, workflow management, email/SMS/notification sending, AI profile inspection, and chat analytics. Use this skill when requests mention AI Agent tools, natural language site management, CrestApps.OrchardCore.AI.Agent, AI-powered content operations, or closely related Orchard Core AI tool integration and troubleshooting work. Strong matches include searchForContentItems, createOrUpdateContentItem, importOrchardCoreRecipe, createTenant, enableSiteFeature, sendEmail, sendNotification, listWorkflowTypes, listAIProfiles, queryChatSessionMetrics, and the code patterns, admin flows, recipe steps, and tool categories captured in this skill. Use when this capability is needed.

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Advanced sub-skill for pandas focused on memory optimization, execution speed, and handling large-scale datasets (10M+ rows). Covers low-level dtypes, efficient indexing, and vectorization of complex logic. Use when this capability is needed.

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Use for Desktop Commander MCP capabilities — persistent shells and REPLs, long-running processes, filesystem beyond the workspace, structured files (.xlsx, .docx, .pdf, images) and large local data files such as CSVs, ripgrep search at scale, SSH, or cross-turn state. Use when this capability is needed.

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Implement data pipelines with SQLAlchemy 2.0 patterns (TypeDecorator, hybrid properties, events) and warehouse architectures (Kimball star schemas, medallion layers, SCD handling). Covers ETL/ELT design, dim_/fact_/stg_ conventions, and orchestration with dbt, Airflow, or Dagster. Reference for API-to-database flows or dimensional modeling with Python and PostgreSQL. Use when this capability is needed.

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session-analytics

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Warehouse Management System testing patterns for inventory operations, pick/pack/ship workflows, wave management, EDI X12/EDIFACT compliance, RF/barcode scanning, and WMS-ERP integration. Use when testing WMS platforms (Blue Yonder, Manhattan, SAP EWM). Use when this capability is needed.

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Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "run uvicorn server", "configure alembic migrations", "set up logging", "process data with pandas", or "debug Python errors". Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydantic validation", "dependency injection", "SQLAlchemy models". Use when this capability is needed.

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Data Analyst SQL Optimization Skill

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Database access in REDAXO using rex_sql – queries, prepared statements, transactions, and proper escaping. Use when the user runs SQL in a REDAXO project, mentions rex_sql, queries the rex_* tables, or writes addon code that touches the database. Use when this capability is needed.

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Review Prisma SQL migration files for risks before production deployment. Use when asked to review a migration, check migration safety, analyze schema changes, or audit Prisma migrations before deploying. Use when this capability is needed.

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写 SQL、改表结构、做数据迁移时使用。防止锁表、丢数据、慢查询。 Use when this capability is needed.

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Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode. Checks for long-running locks, missing indexes on foreign keys, and backward-incompatible column changes.

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This skill should be used when analyzing business sales and revenue data from CSV files to identify weak areas, generate statistical insights, and provide strategic improvement recommendations. Use when the user requests a business performance report, asks to analyze sales data, wants to identify areas of weakness, or needs recommendations on business improvement strategies. Use when this capability is needed.

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Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors. Use when this capability is needed.

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Sql Query Optimizer

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Security audit for FastAPI applications including dependency injection for auth, Pydantic schemas for input/output, OAuth2 scopes, async endpoint patterns, CORS middleware, SQL injection via SQLAlchemy raw queries, Starlette middleware, and FastAPI-specific patterns. Use this skill whenever the user mentions FastAPI, Pydantic, Starlette, OAuth2PasswordBearer, Depends, APIRouter, fastapi-users, SQLAlchemy in FastAPI, or asks "audit my FastAPI app", "FastAPI security review", "Pydantic safe". Trigger when the codebase contains `fastapi` in `requirements.txt` / `pyproject.toml`. Use when this capability is needed.

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End-to-end Flutter project initialization with Firebase, AdMob, RevenueCat IAP, GA4 Analytics, Crashlytics, BYOK secure key management, Riverpod 3.0 state management, and pluggable engine architecture. This is the ONE skill to use when creating any new Flutter app from scratch. Triggers on keywords like 'new Flutter app', 'Flutter project', 'init Flutter', '建立新專案', '新專案', 'create Flutter', 'start project'. Also use when setting up Firebase, AdMob, IAP, or GA4 for an existing project that is missing these integrations. This skill supersedes flutter-project-standards for project creation — it contains the full executable workflow, not just a checklist. Use when this capability is needed.

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When the user wants to optimize yard operations, manage trailer parking, or improve dock door utilization. Also use when the user mentions "yard management," "trailer tracking," "yard jockey," "drop trailer program," "trailer pool," "dock scheduling," or "gate management." For cross-dock operations, see cross-docking. For warehouse design, see warehouse-design. Use when this capability is needed.

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SQL Server 2025 and SqlPackage 170.2.70 (October 2025) - Vector databases, AI integration, and latest features Use when this capability is needed.