トレーダーは、すべての流動性レベルを手動で確認することなく、構造化されたSMC分析を必要としています。このスキルはローカルのチャートデータを、バイアス、エントリー、ストップ、ターゲット、リスク警告に変換します。

Web pages contain content that is difficult to collect in consistent formats. This skill guides XCrawl requests for page content, structured extraction, and asynchronous result retrieval.

Web pages contain useful information in inconsistent formats. This skill guides XCrawl requests for selected formats and structured extraction while preserving upstream responses.

Bulk website collection requires clear crawl boundaries and asynchronous result tracking. This skill guides XCrawl requests, filtering rules, and retrieval of original API responses.

Saved prospect lists can contain missing template values, incomplete captures, and text that exceeds product limits. This skill checks selected snapshots locally and produces private reports without modifying records or sending messages.

機械学習プロジェクトは、データ、指標、デプロイの選択が不明確な場合に失敗します。このスキルは、モデル計画、前処理、評価、MLOps に関する体系的なガイダンスを提供します。

手作業でのファイル変換は時間がかかり、ミスも起こりやすいものです。このスキルは、ドキュメント、データファイル、画像に特化した変換ガイダンスを提供します。

遅いクエリや弱いインデックスは、アプリケーションのコスト増大や信頼性低下につながります。このスキルは、SQLチューニング、インデックス設計、キャッシュ、N+1の修正を支援します。

AIデータプロジェクトには、信頼性の高いインデックス作成フロー、カスタム変換、運用コマンドが必要です。このスキルは、CocoIndexの設計、実装、テスト、トラブルシューティングをガイドします。

Japanese postal codes and town addresses can be difficult to match accurately. This skill guides local searches using Japan Post's official data without login credentials.

Water interruptions can leave residents uncertain about affected areas and expected restoration times. This skill guides assistants through official public notices and location-based summaries.

Daily UV maxima can be confused with current exposure levels. This skill queries CWA station data and explains UV categories while identifying daily maximum values.

Taiwan market data uses different endpoints, date formats, and update schedules. This skill guides closing-price queries and percentage rankings using public TWSE and TPEX APIs.

School directories and enrollment figures are difficult to compare across academic years. This skill guides public dataset retrieval, school filtering, and year-specific reporting.

Taiwan property records require careful handling of quarterly files, date formats, and price units. This skill guides government CSV downloads and contextual transaction reporting.

Taiwan produce prices vary by market and trading date, making comparisons difficult. This skill guides CSV retrieval and filtering to report wholesale prices and volumes.

Taiwan power supply reports combine current readings and forecasts that can be difficult to interpret. This skill retrieves Taipower open data and summarizes load, reserves, supply indicators, and publication time.

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.