全部能力

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

Checks unreachable code, unused imports/variables/functions, commented-out code, unsupported patterns. Use when auditing dead code.

Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores,…

Comprehensive code review workflow - parallel specialized reviews → synthesis

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or…

Implement rate limiting, throttling, API quotas, and backpressure mechanisms to protect services from abuse and ensure fair resource usage. Use when building APIs, preventing DOS attacks, or managing system load.

Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.

Generate website images with Gemini 3 Native Image Generation. Covers hero banners, service cards, infographics with legible text, and multi-turn editing.…

Teaches selective hydration combined with streaming SSR in React 18+. Use when you need to prioritize hydrating interactive components while streaming the rest…

Add, review, or remove inline custom scripts on a Webflow site (up to 10,000 chars). Use for analytics, tracking pixels, chat widgets, or any custom…

OCR skill for extracting text from images and PDFs. Use when you need to read text from screenshots, photos, scanned documents, or any image file. Supports…

Analyzes Axiom query patterns to find unused data, then builds dashboards and monitors for cost optimization. Use when asked to reduce Axiom costs, find unused…

为 Claude Code 创建和开发启动钩子。当用户希望为 Claude Code 设置代码仓库，或创建 SessionStart 钩子以确保……时使用。

NuGet package management best practices including versioning strategies, central package management, and dependency resolution. Use when setting up Central…

Comprehensive guide for Firestore Standard Edition, including provisioning, security rules, and SDK usage. Use this skill when the user needs help setting up…

JSON and binary serialization patterns for .NET applications, including System.Text.Json source generators, Protocol Buffers, MessagePack, and AOT-compatible…

General software development best practices covering code quality, testing, security, performance, and maintainability across technology stacks

Guidelines for organizing .NET projects, including solution structure, project references, folder conventions, .slnx format, centralized build properties, and…

Debug issues by investigating logs, database state, and git history