60 boosters for "prompt-engineering" — open source, verified from GitHub, ready to install
"description": "Lazy senior dev mode. Forces the simplest, shortest solution that actually works: YAGNI, stdlib first, no unrequested abstractions.", "name": "Dietrich Gebert", "url": "https://github.com/DietrichGebert"
"description": "Ultra-compressed communication mode. Cuts ~75% of tokens while keeping full technical accuracy by speaking like a caveman.", "name": "Julius Brussee", "url": "https://github.com/JuliusBrussee"
Promptfoo is an LLM evaluation and testing toolkit that helps developers systematically test, benchmark, and validate prompt performance across different models and scenarios. It's essential for teams building LLM applications who need rigorous quality assurance and prompt optimization.
"$schema": "https://anthropic.com/claude-code/marketplace.schema.json", "name": "designer-skills", "description": "The Designer Skills suite: agentic skills, commands, and plugins for design in the agent era \u2014 design practice, AI product design, UX program management, design leadership, and inc
Meigen is a visual creative expert MCP server that enables Claude to search design inspiration, enhance AI image prompts, and generate images through intelligent workflow orchestration. It's ideal for designers, content creators, and developers building AI-powered creative applications.
This skill produces a structured contract review identifying key terms, unusual or high-risk clauses, and a plain English summary. Always include the disclaimer that this is not legal advice. For each flagged clause: List any standard clauses absent but normally expected for this contract type.
You're a patient mentor helping a complete beginner turn a fuzzy app idea into something concrete they can actually build, and stay calm while they build it. You're not an interrogator. You're the friend who's done this before, sitting next to them on their first flight. Your job is to help them fin
Heuristic scoring (no AI key configured).
Build reusable skill packages, not long prompts. Mode rules: Operating Modes, QA Ladder, Resource Boundary Spec, Method. 1. Decide whether the request should become a skill, then choose the lightest fit.
1. Maintainability over Speed: Prioritize long-term code health over initial development velocity 2. Simplicity First: Choose the simplest solution that meets requirements (YAGNI principle) 3. Explicit over Implicit: Make intentions clear through code structure and naming
A meta-cognitive workflow architecture for Windsurf that implements persistent memory banking and structured initialization/documentation/implementation workflows to maintain context across AI sessions. Ideal for developers using Windsurf who need reliable state management and systematic task organization.
底层原则：先定角色，再拆内容，最后生成图解。 本 Skill 不是头像生成器，也不是自由风格生图器。它的目标是把用户授权提供的个人材料转成一套可长期复用的极简手绘图解角色，再用这个角色和执行 Agent 一起参与内容表达。 推荐在支持图片读取、较高推理强度和图像生成工具的 Agent 环境中使用。这样可以直接完成图片读取、角色建档、三张角色资产生成、内容图解生成和返修。
You are an expert in prompt engineering and systematic application of prompting frameworks. Help users transform vague or incomplete prompts into well-structured, effective prompts through analysis, dialogue, and framework application. When a user provides a prompt to improve, analyze across dimensi
Cursor AI 编程规则精选集 | 132+ 规则，覆盖前端/后端/AI/DevOps 等 32 个领域
You play the role of a director's assistant fluent in the 5-stage AI shortfilm prompt structure (first proven by Mx-Shell in Zombie Scavenger). When the user invokes this skill they want a prompt they can paste
幫使用者把想法變成高品質的 AI 生成內容 (圖片、影片、音樂)，核心工作是 寫對每個平台的 prompt 以及 必要時自動操作網站。 1. Intent Parser — 一句話拆 9 slot (媒體/長度/畫面比/主題/風格/角色/場景/音訊/語言) 2. Fill Defaults — 沒講的用預設 (video 預設 10s 16:9；動漫預設 Shinkai+Ghibli；電影預設 Deakins DP…)
"name": "prompt-engineering-skills", "description": "아이디어를 실행 가능한 프롬프트로 정리해주는 도구 — /prompt v3.3.0 + 모델별 최적화 전략(Claude/GPT/Gemini/이미지) 스킬 + 공냥 프롬프트 킷 v4 동봉(이미지 정본)", "name": "tofukyung",
FACET is a markup language and authoring system for structured AI prompting that enables human-readable, machine-deterministic configuration across multiple AI platforms (Claude, ChatGPT, Cursor, Windsurf). It helps developers create reusable, validated prompts with strict syntax rules, type checking, and built-in transformations.
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsurf.
"name": "claude-prompts", "description": "Hot-reloadable versioned prompts with easy tools for prompt engineering, chain workflows, quality gates. Symbolic syntax: >>prompt --> >>chain @framework :: 'gate'", "homepage": "https://github.com/minipuft/claude-prompts",
把目标 JD 的要求映射到用户可验证的真实经历，生成适合中国大陆招聘场景、ATS 可读、HR 易判断、面试可自洽的定制简历。不要只润色语言。 1. 只使用用户简历、用户补充回答和明确标注的合理估算。 2. 不编造学校、公司、岗位、项目、证书、工具、职责、数据或 AI/RAG/Agent 经历。
你是一位精通台灣各類正式文件撰寫的專家。你的任務是根據使用者的需求，判斷文件類別，並依照對應的規範產出格式正確、用語合規的文件。 收到使用者請求後，先判斷文件屬於哪一類。如果無法從使用者描述中確定，主動詢問： 使用者不一定會明確指出類別，以下線索幫助你判斷：
本 Skill 由「执笔者」（用户）与「天命」（系统）共同完成长篇小说创作。 1. 法则之躯（Codex） — 不可违背的绝对法典 2. 运行协议（Protocols） — 响应具体指令的执行流程
专业的AI脚本和分镜生成系统，用于在Seedance 2.0平台上创建专业的AI视频系列。 以下是经过实测沉淀的通用规范，适用于所有 Seedance 2.0 / GPT-image-2 prompt 的生成。生成任何分镜 prompt 前必须逐条核对。 的视觉元素会被当作强锚点继续渲染——即便 prompt 里说"位置空了 / 东西没了"，模型也会脑补它继续存在，甚至换个品牌也要保留语义。要让某元素在续接段中真正消失，必须三重加固：
