Compare two server-platform adaptation modules of the same platform but different Minecraft/game versions (e.g. forge-1.21.5 vs forge-1.21.8), surfacing only the real API / 写法 differences by normalizing away package-name and version-string noise. Use when the user asks to 对比/比较/diff two version modules, find what…
Write and debug Minecraft Java 26.x and 1.21.x commands, selectors, execute chains, scoreboards, NBT, and RCON scripts. Use for command-only work; use minecraft-datapack for complete datapack structures.
Create, modify, and debug server plugins for current Paper 26.x on Java 25 or legacy Bukkit-derived 1.21.x servers on Java 21. Use for JavaPlugin APIs, events, commands, schedulers, configuration, PDC, and Adventure, not client mods or vanilla datapacks.
Create and debug Minecraft 26.x and 1.21.x world generation for datapacks, NeoForge, or Fabric, including biomes, dimensions, features, structures, and biome modifiers. Use for worldgen data or registration, not general gameplay systems.
Troubleshoot Microsoft Fabric materialized lake views (MLV) performance issues including slow refresh, incremental refresh failures, full refresh fallback, Spark job failures, lineage execution errors, data quality constraint violations, and optimal refresh configuration. Use when diagnosing MLV refresh duration…
Diagnose and resolve Microsoft Fabric REST API errors including HTTP 401 Unauthorized, 403 Forbidden, 404 Not Found, 429 Throttling, and 5xx server errors. Use when debugging Fabric API authentication failures, Entra ID token issues, insufficient scopes, throttling/rate limiting, long running operation (LRO) polling…
Scaffolds a complete dbt-fabric project for a Fabric Data Warehouse: generates profiles.yml, dbtproject.yml, a column-rich sources.yml (with data types for every table column, ready for dbt contracts), requirements.txt, and .gitignore, then writes them to the local filesystem. Use when the user asks to "set up dbt"…
Analyzes query performance on a Fabric Data Warehouse: captures the estimated execution plan, inspects query insights history, identifies costly operators and missing or stale statistics, inspects data-clustering columns, and proposes or applies optimizations. Use when the user asks to "optimize a query", "why is my…
Investigates the performance of an ENTIRE Fabric Data Warehouse (warehouse-wide, not a single query): surfaces long-running and frequent queries, reads SQL pool resource-pressure insights, audits statistics health, checks result-set caching, reviews and tunes SQL pool configuration, and produces a prioritized findings…
Use this skill whenever the user needs to operate a network fabric through a controller API — Cisco Meraki Dashboard (full read+write), Cisco Catalyst Center / DNA Center (read subset), Arista CloudVision Portal / CVP (read subset), or UniFi Network (self-hosted controller / UniFi OS console; read subset + device…