Data Ai

from "obra/superpowers"

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

from "affaan-m/everything-claude-code"

Claude Codeセッション向けの包括的な検証システム。

from "affaan-m/everything-claude-code"

X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the...

from "affaan-m/everything-claude-code"

Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image Nano Banana , text/image-to-video Seedance, Kling, Veo 3 , text-to-speech CSM-1B , and video-to-audio...

from "affaan-m/everything-claude-code"

Interactive installer for Everything Claude Code — guides users through selecting and installing skills and rules to user-level or project-level directories, verifies paths, and optionally...

from "affaan-m/everything-claude-code"

Everything Claude Code のインタラクティブなインストーラー — スキルとルールの選択とインストールをユーザーレベルまたはプロジェクトレベルのディレクトリへガイドし、パスを検証し、必要に応じてインストールされたファイルを最適化します。

from "affaan-m/everything-claude-code"

Claude Codeセッションの正式な評価フレームワークで、評価駆動開発（EDD）の原則を実装します

from "affaan-m/everything-claude-code"

Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files

from "affaan-m/everything-claude-code"

Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more.

from "affaan-m/everything-claude-code"

PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.

from "affaan-m/everything-claude-code"

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.

from "affaan-m/everything-claude-code"

Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.

from "affaan-m/everything-claude-code"

GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper.

from "affaan-m/everything-claude-code"

Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.

from "affaan-m/everything-claude-code"

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

from "affaan-m/everything-claude-code"

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

from "affaan-m/everything-claude-code"

Pattern for progressively refining context retrieval to solve the subagent context problem

from "affaan-m/everything-claude-code"

为受监管制造业中的质量控制、不合格调查、根本原因分析、纠正措施和供应商质量管理提供编码化专业知识。基于在FDA、IATF 16949和AS9100环境中拥有15年以上经验的质量工程师的见解。包括不合格报告生命周期管理、纠正与预防措施系统、统计过程控制解释和审核方法。适用于调查不合格、进行根本原因分析、管理纠正与预防措施、解释统计过程控制数据或处理供应商质量问题。license:...

from "affaan-m/everything-claude-code"

PyTorch深度学习模式与最佳实践，用于构建稳健、高效且可复现的训练流程、模型架构和数据加载。

from "affaan-m/everything-claude-code"

Kotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。

from "affaan-m/everything-claude-code"

苹果FoundationModels框架用于设备上的LLM——文本生成、使用@Generable进行引导生成、工具调用，以及在iOS 26+中的快照流。

from "affaan-m/everything-claude-code"

电力与燃气采购、电价优化、需量电费管理、可再生能源购电协议评估及多设施能源成本管理的编码化专业知识。基于能源采购经理在大型工商业用户中超过15年的经验。包括市场结构分析、对冲策略、负荷分析和可持续性报告框架。适用于采购能源、优化电价、管理需量电费、评估购电协议或制定能源策略时使用。license: Apache-2.0

from "affaan-m/everything-claude-code"

设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。

from "affaan-m/everything-claude-code"

고성능 분석 워크로드를 위한 ClickHouse 데이터베이스 패턴, 쿼리 최적화, 분석 및 데이터 엔지니어링 모범 사례.