Outlines
技能 活跃Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library
To reliably generate structured output from LLMs, ensuring data validity and maximizing performance with local models.
功能
- Guaranteed valid JSON/XML/code structure
- Pydantic model integration for type-safe outputs
- Support for local models (Transformers, vLLM, llama.cpp)
- Maximized inference speed via Outlines' structured generation
- Generation against JSON schemas
- Control over token sampling at the grammar level
使用场景
- Extracting structured data (e.g., from unstructured text)
- Generating code snippets that conform to specific schemas
- Classifying text into predefined categories with guaranteed output formats
- Creating type-safe data models for AI outputs
非目标
- Performing arbitrary code execution outside of LLM generation
- Acting as a general-purpose API wrapper for LLM services
- Replacing a full LLM framework with complex agentic behavior
Trust
- warning:Issues AttentionThe repository shows 17 open issues and 4 closed issues in the last 90 days, indicating a low closure rate and potential for slow response.
Execution
- info:Pinned dependenciesDependencies are listed in SKILL.md but not strictly pinned via a lockfile, which could lead to potential compatibility issues if not managed carefully.
安装
npx skills add davila7/claude-code-templates通过 npx 运行 Vercel skills CLI(skills.sh)— 需要本地安装 Node.js,以及至少一个兼容 skills 的智能体(Claude Code、Cursor、Codex 等)。前提是仓库遵循 agentskills.io 格式。
质量评分
类似扩展
Outlines
98Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library
Hqq Quantization
98Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.
Moyu (摸鱼)
100감지된 과잉 엔지니어링 패턴: (1) 사용자가 명시적으로 요청하지 않은 코드나 파일을 수정할 때 (2) 요청되지 않은 새로운 추상화 계층(클래스, 인터페이스, 팩토리, 래퍼)을 생성할 때 (3) 요청되지 않은 주석, 문서, JSDoc, 타입 주석을 추가할 때 (4) 요청되지 않은 새로운 종속성을 도입할 때 (5) 최소 편집 대신 파일 전체를 다시 작성할 때 (6) diff 범위가 사용자의 요청을 명백히 초과할 때 (7) 사용자가 "너무 많아", "거기는 건드리지 마", "X만 변경해", "간단하게", "그만"과 같은 신호를 보낼 때 (8) 발생할 수 없는 시나리오에 대한 오류 처리, 유효성 검사, 방어적 코드를 추가할 때 (9) 요청되지 않은 테스트, 설정 스캐폴딩, 문서를 생성할 때
Create Command
100Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration
Write A Skill
100Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
Openclaw
100使用多提供商路由从文本生成图像和视频 — 支持 GPT Image 2.0（近乎完美的文本渲染）、Nanobanana 2、Seedream 5.0、Midjourney V8.1（统一的逼真+动漫风格）、Flux 2 Klein（经济高效的草稿）、Seedance 2.0 / Happyhorse 1.0 / Veo 3.1 视频，以及本地 ComfyUI 工作流。包含 1,446 个精选提示和风格感知提示增强。当用户想要创建图像/视频、设计素材、制作照片动画、增强提示或管理 AI 艺术工作流时使用。不适用于：通用聊天、代码生成、文档编写、现有素材的视频编辑、音频/TTS，或任何与 AI 图像/视频创建无关的任务。