Creates and maintains technical documentation including API docs, README files, architecture docs, and inline code comments. Trigger keywords: document, docs, readme, api docs, jsdoc, docstring, architecture doc.
Updates documentation (READMEs and store descriptions) across multiple languages.
Auto-applies MECE/BFO framework (thesis, Mermaid TD/LR, numbered sections, Ground Truth) to ANY .md file creation.
多言語ドキュメントと国際化の専門スキル。i18n/l10nベストプラクティス、翻訳準備ライティング、多言語構造設計、グローバルコンテンツ品質保証を提供。 Anchors: • The Culture Map (Erin Meyer) / 適用: 文化適応戦略 / 目的: 地域特化ローカライゼーション • Everybody Writes (Ann Handley) / 適用: 翻訳可能コンテンツ作成 / 目的: 明確で翻訳しやすい原文 Trigger: Use when designing multilingual documentation, preparing content for translation, implementing i18n frameworks, or validating localization quality.
Search and read user's uploaded files (PDFs, markdown, images, documents)
Creates images and video via Alibaba Wan 2.6 (DashScope), Google Gemini/Veo, and OpenAI GPT Image APIs, plus background extraction workflows. Triggers: image generation, video generation, dashscope, wan 2.6, alibaba, gemini, veo, gpt image, openai images, background removal, alpha extraction, transparent png.
Transform team photos into professional startup portraits using fal.ai Nano Banana Pro image-to-image API.
Analyzes and optimizes SQL queries for better performance, including index design and query rewriting. Trigger keywords: sql, query optimization, slow query, index, explain, performance, database tuning.
Generates production-ready BAML applications from natural language requirements. Creates complete type definitions, functions, clients, tests, and framework integrations for data extraction, classification, RAG, and agent workflows. Queries official BoundaryML repositories via MCP for real-time patterns. Supports multimodal inputs (images, audio), 6 programming languages (Python, TypeScript, Ruby, Java, Go, C#), 10+ frameworks, 50-70% token optimization, and 95%+ compilation success.
AshPostgres data layer guidelines for PostgreSQL with Ash Framework. Use when configuring postgres blocks, foreign key references, check constraints, custom indexes, migrations, or multitenancy. The default choice for Ash data layers. Supports PostgreSQL 13+.
データ変換パイプラインの設計・実装・検証を整理するスキル。 スキーママッピング、ETL設計、品質確認までの実務フローを提供する。 Anchors: • Designing Data-Intensive Applications / 適用: データモデリング / 目的: 変換の整合性確保 • Designing Data-Intensive Applications / 適用: スキーマ設計 / 目的: マッピングの明確化 • Designing Data-Intensive Applications / 適用: パイプライン設計 / 目的: 伸縮性と監視性の確保 Trigger: Use when designing data transformation pipelines, defining schema mappings, implementing ETL processes, or optimizing data flows. data transformation, schema mapping, etl design, pipeline optimization, data modeling
データベースの初期データ投入を安全に設計・実装・検証するスキル。 開発/テスト/本番のデータ分離、シード戦略、再現性の確保を整理する。 Anchors: • Designing Data-Intensive Applications / 適用: データ整合性 / 目的: 参照整合性の担保 • Database Reliability Engineering / 適用: 運用設計 / 目的: 本番投入の安全性 • Data Quality Principles / 適用: データ品質 / 目的: 再現性と検証性の確保 Trigger: Use when planning database seeding, generating test fixtures, separating datasets by environment, or validating seed data quality. database seeding, test data, fixtures, seed strategy, environment separation, data validation
Docker container management for Qdrant and MeiliSearch services. Use when user mentions starting services, stopping services, checking container status, viewing logs, restarting containers, or resetting database services.
Discipline epistemique stricte pour eliminer les derives cognitives de Claude. Activation SYSTEMATIQUE sur TOUTES les conversations. Impose: (1) Zero invention/supposition, (2) Honnetete absolue, (3) Vision holistique avec relecture du contexte, (4) Questions plutot que suppositions, (5) Remise en contexte perpetuelle avec checkpoints structures, (6) Documentation incrementielle sans doublons, (7) Vigilance workflow/CI-CD/securite, (8) TODO/plan obligatoire avant tout travail, (9) Documentation FR/EN scholar style signee Julien GELEE, (10) Zero credentials/API keys/donnees sensibles en clair. Posture ingenieur generaliste specialise IA.
