Fuel price announcements can differ from prices currently in effect. This skill retrieves official CPC prices and recent history with clear effective dates and units.

Mistyped Taiwan identifiers can cause errors in forms and records. This skill provides local checksum calculations and format checks without database access.

Air quality differs between stations, and delayed readings can misrepresent current conditions. This skill retrieves official hourly Taiwan AQI data with pollutants and publication times.

Heat-risk planning requires location-specific readings with clear timestamps. This skill retrieves Japanese government WBGT forecasts and observations, matches stations, and presents five risk categories.

Japanese location lookups can return ambiguous matches or missing data without an HTTP error. This skill uses public GSI services to retrieve coordinates, elevation, and municipality names with explicit result handling.

Japanese statistical tables use table identifiers and dimension codes that can be difficult to navigate. This skill guides table search, metadata inspection, and filtered retrieval through the official e-Stat API.

Recent earthquake bulletins can be difficult to interpret, especially when old warnings remain visible. This skill retrieves public Japanese earthquake and tsunami reports and explains timestamps, warning status, and missing data.

Weather forecasts do not show what nearby stations have just measured. This skill guides assistants through public JMA observations with station names and timestamps.

Japanese air quality measurements are spread across station snapshots, histories, and advisory feeds. This skill retrieves public AEROS data and reports provisional readings with station names and measurement times.

Japanese addresses contain inconsistent numerals and omitted administrative names. This skill uses public ABR masters to identify address components and codes while preserving the remaining text.

Choosing search indexes and query patterns becomes difficult when applications need keyword relevance, semantic similarity, and filtering. This skill guides MongoDB search design, prerequisite checks, and query refinement through documented workflows and MongoDB MCP tools.

Crypto market questions require precise metric definitions, exchange identifiers, and reliable time windows. BlackForge connects those questions to its MCP tools or CLI and explains returned measurements with units and quality context.

Twitter/X 資料收集在大規模情境下很難組織。此技能會引導 twscrape 設定、帳號管理、搜尋、匯出與疑難排解。

時間序列資料工作需要正確的 schema、保留與彙總選擇。這項 skill 為 PostgreSQL 開發人員與資料庫團隊提供 TimescaleDB 參考指引。

當交易所使用不同的 feeds 和格式時，加密貨幣市場資料工作會變得困難。此技能會引導 Claude、Codex 和 Claude Code 完成 Cryptofeed 設定、callbacks、channels 與 backend 選擇。

加密貨幣資料整合需要準確的端點、驗證和 SDK 指引。此 skill 為 Claude、Codex 和 Claude Code 工作流程提供 CoinGecko 參考資料。

Claude Router 使用者需要清楚了解路由量、例外處理與預估節省金額。此技能會讀取本機 router stats 檔案，並呈現精簡的使用量分析。

PDF 工作流程通常需要在不一致的文件中處理文字、表格、表單和頁面操作。這項技能會引導 Claude、Codex 和 Claude Code 完成實用的 PDF 處理任務。

當資料停留在表格中時，往往會隱藏趨勢。此技能會引導圖表選擇、樣式設定與匯出，協助產生清晰的視覺化報告。

SQL 團隊經常需要可靠的範例，來處理常見查詢模式與效能決策。此技能為 CTE、視窗函數、JOIN、分頁和索引提供精簡參考。