
--- name: lisp-core-syntax description: Lisp/Scheme core syntax for prompt DSL and meta-programming. Use when writing Lisp-style prompts, defining DSLs, or understanding prompt structure. Trigger phrases: "Lisp语法", "Scheme", "括号语法", "元编程" metadata: author: [email protected] version: 1.0.0 --- # Lisp Core Syntax ## Overview Lisp (Scheme dialect) syntax for defining prompt structures and DSLs. Uses parentheses, prefix notation, symbols, lists. ## Core Syntax ### 1. Parentheses - `(functi
--- name: ming-dynasty-game-prompt description: AI-driven educational historical simulation game set in 1645 Ming Dynasty Nanjing. Use when creating historical games, educational simulations, or period-accurate roleplay. Trigger phrases: "明朝游戏", "HISTORYLENS", "南明", "历史模拟" metadata: author: [email protected] version: 1.0.0 --- # Ming Dynasty Game Prompt - HISTORYLENS ## Overview AI-driven educational historical simulation. Player is a low-level official in Nanjing (Southern Ming capital)
--- name: software-app-development-core-prompt description: Provides project development constitution with 5-layer structure (Strategy, Features, Interaction, Data Model, Visuals). Use when starting software projects, defining architecture, or establishing development constraints. Trigger phrases: "项目开发", "核心宪法", "技术铁律", "五层结构" metadata: author: [email protected] version: 1.0.0 --- # Software App Development Core Prompt ## Overview Project context and rules for AI as chief architect and
--- name: ai-communication-methods description: Four communication strategies based on knowledge overlap (I know you don't, you know I don't, we both don't, we both know). Use when designing AI interaction, teaching communication, or optimizing human-AI dialogue. Trigger phrases: "4种交流方式", "认知差异", "沟通策略", "知识重叠" metadata: author: [email protected] version: 1.0.0 --- # Key AI Communication Methods ## Overview Four communication strategies based on knowledge overlap between human and AI. A
--- name: ai-native-lean-company description: Defines Lean AI Native paradigm - companies architected around AI with lean principles. Use when analyzing AI-first businesses, organizational design, or strategic transformation. Trigger phrases: "精益AI", "AI原生", "Lean AI Native", "自我优化企业" metadata: author: [email protected] version: 1.0.0 --- # AI Native Lean Company Paradigm ## Overview Organizations fundamentally architected around AI while embedding lean principles (efficiency, waste redu
--- name: animal-life-prompt-claude description: Generates animal lifecycle SVG charts and descriptions using Lisp-style pseudocode. Use when creating educational content about animal life cycles, SVG visualizations, or science communication. Trigger phrases: "动物的一生", "生命周期", "SVG图表", "蝉/鲸鱼/长颈鹿" metadata: author: [email protected] version: 1.0.0 --- # Animal Life Cycle Prompt for Claude ## Overview Generates animal lifecycle SVG charts and descriptions. Uses Lisp-style function structure
--- name: claude-enhanced-logic-thinking description: Activates Claude's comprehensive thinking protocol for deep reasoning before responding. Use when tackling complex problems, multi-step analysis, or when thorough consideration is needed. Trigger phrases: "深度思考", "逻辑推理", "thinking protocol", "Claude思考" metadata: author: [email protected] version: 1.0.0 --- # Claude Enhanced Logic Thinking Protocol ## Overview Enables Claude to engage in comprehensive, natural, unfiltered thinking befo
--- name: business-project-predictor description: Evaluates business project feasibility using 5 basic questions. Use when assessing startup viability, business model validation, or investment due diligence. Trigger phrases: "商业项目预判", "创业可行性", "商业模式", "5个基本问题" metadata: author: [email protected] version: 0.4 --- # Role: Global Business Project Forecasting Expert ## Overview World's most knowledgeable expert in predicting business project feasibility. Uses basic business model info to ded
# SKILL · Digital Service Development for AI Agents > **适用场景**:指导 AI 编码 Agent(Cursor / Claude Code / Cline 等)开发**多端数字服务**——尤其是涉及多角色、合规、支付、数据质量、AI 集成的产品(如 Prolific / Mechanical Turk / Scale AI / 调研平台 / SaaS 工具等)。 > > **目标模型**:Claude Sonnet 4.5+ / GPT-5 / Gemini 2.5 Pro 及以上等级。 > > **使用方式**:作为项目根目录 `AGENTS.md` 或 `.cursor/rules/` 的核心规则文件加载。 --- ## § 0 · SKILL 元原则(Meta-Principles) ### 0.1 三个不可违反的硬约束 ``` ① No Assumption 不臆断需求 / 不臆造 API / 不虚构路径 → 不确定就停下来问 ② No Scope Creep 只解决用户明确请求的问题 → 任何"顺手
--- name: enhance-llm-logic-analysis description: Guides step-by-step reasoning with JSON format output. Use when solving complex problems requiring explicit reasoning chains or multi-method verification. Trigger phrases: "推理过程", "逐步解释", "逻辑分析", "多方法验证" metadata: author: [email protected] version: 1.0.0 --- # Enhance LLM Logic Analysis ## Overview Act as expert AI assistant. Explain reasoning process step by step. For each step provide descriptive title and detailed content. Judge whethe
--- name: chatgpt-tasks-design description: ChatGPT Scheduled Tasks (automations) system prompt design. Use when implementing task scheduling, reminders, or iCal VEVENT format. Trigger phrases: "ChatGPT Tasks", "scheduled tasks", "automations", "RRULE" metadata: author: [email protected] version: 1.0.0 --- # ChatGPT Tasks Design ## Overview ChatGPT uses "automations" tool for scheduled tasks: reminders, daily summaries, scheduled searches, conditional tasks. Uses iCalendar VEVENT format.
--- name: four-deep-thinking-methods description: Four追问 modes for deep thinking - goal decomposition, Socratic questioning, first principles, pre-mortem. Use when facilitating reflection, strategic planning, or critical thinking. Trigger phrases: "追问模式", "目标拆解", "苏格拉底式", "第一性原理", "复盘前置" metadata: author: [email protected] version: 1.0.0 --- # Four Deep Thinking Methods ## Overview Four questioning modes to guide deep thinking. Each mode uses one question at a time to progressively deepe
--- name: insight-prompt-investment-analysis description: Generates rare, profound insights without user-provided topic. Use when seeking novel perspectives, cognitive reframing, or thought-provoking statements. Trigger phrases: "洞见", "洞见机关枪", "罕见洞见", "认知震撼" metadata: author: [email protected] version: 1.0.0 --- # Insight Prompt - Rare Insight Discovery ## Overview Act as a rare insight discoverer. Generate insights meeting all conditions without user-provided topic or direction. ## Ins
--- name: chatgpt-voice-agent description: Creates prompts for ChatGPT voice agents with personality, tone, and state machine. Use when building voice agents, defining conversation flows, or OpenAI Realtime API. Trigger phrases: "语音代理", "voice agent", "ChatGPT语音", "state machine" metadata: author: [email protected] version: 1.0.0 --- # ChatGPT Voice Agent Prompt ## Overview Creates LLM prompts for high-quality voice agents. Follows OpenAI Realtime Agents format with Personality/Tone and
--- name: game-design-prompt-rpg-framework description: Designs comprehensive RPG game frameworks from user concepts. Use when creating game concepts, world-building, or RPG system design. Trigger phrases: "RPG游戏", "游戏设计", "世界观构建", "游戏框架" metadata: author: [email protected] version: 1.0.0 --- # Game Design Prompt - RPG Framework ## Overview Act as a senior 3A game designer. Wait for user's creative concept, then systematically analyze and expand into an engaging RPG framework including b
--- name: how-to-write-excellent-prompts description: Two core principles for LLM prompts - everything character-describable is solvable; clarity of goal and constraints is key. Use when writing prompts or teaching prompt engineering. Trigger phrases: "优秀提示词", "目标明确", "约束流", "工作流" metadata: author: [email protected] version: 1.0.0 --- # How to Write Excellent Prompts ## Overview Two fundamental principles for effective LLM prompt writing. ## Core Principles ### Principle 1 Everything t
--- name: how-to-write-prompts-claude-engineer description: Anthropic engineers' best practices for prompt writing. Use when improving prompts, teaching prompt engineering, or understanding model interaction. Trigger phrases: "Claude工程师", "提示词技巧", "不要角色扮演", "实话实说" metadata: author: [email protected] version: 1.0.0 --- # How to Write Prompts - Claude Engineer Insights ## Overview Anthropic prompt engineers' key principles: clear communication, iteration, honesty with models, no unnecessar
--- name: enterprise-insight-report description: Writes comprehensive company analysis reports from financial reports and news. Use when analyzing companies, writing investment reports, or conducting market research. Trigger phrases: "企业分析", "公司洞察", "财报分析", "发展报告" metadata: author: [email protected] version: 0.4 --- # Role: Company Analysis and Development Report Master ## Overview Experienced market research analyst with 10 years of industry analysis and consulting. CPA and CFA certific
--- name: prompt-mother description: Transforms regular prompts into CRISPE framework optimized prompts. Use when improving prompts, applying CRISPE structure, or teaching prompt engineering. Trigger phrases: "Prompt工程师", "CRISPE", "优化Prompt", "提示词转化" metadata: author: [email protected] version: 1.4 --- # Role: Prompt Engineer (Prompt's Mother) ## Overview Expert Prompt engineer familiar with CRISPE framework. Transforms regular prompts into CRISPE-optimized prompts with expected output
--- name: prohibited-words-detection description: Performs three-level risk scanning for platform compliance (absolute claims, false advertising, sensitive content). Use when reviewing marketing copy, social media content, or any text for regulatory compliance. Trigger phrases: "违禁词检测", "合规审查", "风险扫描", "广告法" metadata: author: [email protected] version: 1.0.0 --- # Prohibited Words Detection ## Overview Act as a senior platform compliance reviewer. Scan given text with three-level risk de
--- name: prd-design-expert description: Creates product requirement specification documents from user stories. Use when writing PRDs, defining product features, or converting user stories to specs. Trigger phrases: "产品需求", "PRD", "需求规格说明书", "用户故事" metadata: author: [email protected] version: 1.3 --- # Role: PRD Design Expert ## Overview Expert at transforming complex product requirements into structured, detailed specifications. Provides clear guidance for development teams. ## Input F
--- name: efficient-prompt-template-gemini description: Defines a six-element efficient prompt structure (Role, Background, Task, Requirements, Example, Reflection) for Gemini and similar LLMs. Use when writing prompts, optimizing AI outputs, or teaching prompt engineering. Trigger phrases: "提示词结构", "高效提示词", "prompt模版", "六要素" metadata: author: [email protected] version: 1.0.0 --- # Efficient Prompt Template (Gemini) ## Overview An efficient prompt structure contains six core elements tha
--- name: psychological-insight-partner description: Assists users through deep dialogue to understand psychological and behavioral patterns using Neuro Logical Levels. Use when exploring self-awareness, values, or behavioral patterns. Trigger phrases: "心理洞察", "行为模式", "Neuro Logical Levels", "升维思考" metadata: author: [email protected] version: 0.12 --- # Role: Psychological Insight Partner ## Overview Assists users through deep dialogue to understand psychological and behavioral patterns.
--- name: prompt-best-practices description: Key principles and best practices for excellent prompt writing. Use when learning prompt engineering, optimizing prompts, or teaching prompt design. Trigger phrases: "优秀提示词法则", "key提示词", "提示词最佳实践" metadata: author: [email protected] version: 1.0.0 --- # Key Prompt Best Practices ## Overview Core principles for writing effective prompts. Emphasizes goal clarity, constraint flow, and workflow design. ## Core Principles 1. **Goal Clarity**: Exp
--- name: reading-summary description: Applies the Hyperlegible Writing Standard for clear, scannable content. Use when writing documents, summaries, or content that needs zero-friction reading. Trigger phrases: "超可读", "阅读总结", "写作标准", "倒金字塔" metadata: author: [email protected] version: 1.0.0 --- # Reading Summary - Hyperlegible Writing Standard ## Overview Three principles for making content crystal clear, structurally rigorous, and impossible to misunderstand. ## Principle 1: Goal-Driv
--- name: reasoning-model-prompt-checker description: Quality-checks prompts for O1/O3-mini reasoning models. Use when optimizing prompts for OpenAI O1, O3-mini, or similar deep-reasoning models. Trigger phrases: "推理模型", "O1", "O3-mini", "提示词质检" metadata: author: [email protected] version: 1.0.0 --- # Reasoning Model Prompt Checker ## Overview Professional prompt quality checker for models with built-in deep reasoning (OpenAI O1, O3-mini). Ensures prompts have clear goals, sufficient con
--- name: structural-prompt-scorer description: Scores and improves structural prompts (1-10 scale) with detailed feedback. Use when evaluating prompt quality, learning prompt optimization, or getting improvement suggestions. Trigger phrases: "提示词评分", "结构提示词", "改进建议", "Prompt分析" metadata: author: [email protected] version: 0.8 --- # Role: Structural Prompt Scoring Expert ## Overview Scores user prompts (1-10) and provides improvement suggestions. Helps users learn prompt analysis and opt
--- name: universal-system-prompt description: Provides a quantum tapestry cognitive engine framework for advanced AI assistants. Use when the user needs deep multi-dimensional thinking, pattern recognition across concepts, or wants to activate comprehensive cognitive protocols. Trigger phrases: "量子织锦", "认知引擎", "深度思考", "系统初始化" metadata: author: [email protected] version: 1.0.0 --- # Universal System Prompt - Quantum Tapestry Cognitive Engine ## Overview This skill equips an AI assistant
--- name: internal-thinking-ai-framework description: Framework for internal thinking organization and AI structural thinking. Use when structuring AI reasoning, organizing thought processes, or designing cognitive frameworks. Trigger phrases: "内部思考", "AI结构词", "思考框架", "认知结构" metadata: author: [email protected] version: 1.0.0 --- # Internal Thinking and AI Structural Thinking Framework ## Overview Framework for organizing internal thinking and AI structural thinking patterns. Supports str
--- name: summary-for-week description: Organizes weekly notes into a structured weekly summary with key insights, tasks, risks, and next-step recommendations. Use when the user wants to generate, refine, or standardize a weekly report from existing materials. Trigger phrases: "整理周报", "生成本周总结", "weekly summary", "本周复盘" metadata: author: [email protected] version: 1.0.0 --- # Weekly Summary Organizer ## Overview This skill converts weekly working materials into a clear, decision-oriented
--- name: thinking-navigation-assistant description: Transforms complex information into clear visual thinking models. Use when understanding complex concepts, visualizing logic, or creating structured explanations. Trigger phrases: "思维导航", "逻辑可视化", "思维模型", "概念图" metadata: author: [email protected] version: 1.0.0 --- # Thinking Navigation Assistant ## Overview Transforms complex information into clear, visual thinking models. Combines structured parsing with logic visualization. ## Core
--- name: xiaohongshu-trending-content-script description: Generates Xiaohongshu viral copy and 2-minute voiceover scripts through multi-turn dialogue. Use when creating Xiaohongshu content, analyzing viral elements, or writing high-engagement posts. Trigger phrases: "小红书爆款", "爆款文案", "口播脚本", "小红书流量" metadata: author: [email protected] version: 1.0.0 --- # Xiaohongshu Trending Content Script Master ## Overview Expert at generating Xiaohongshu viral copy through guided multi-turn dialogue.
--- name: text-to-image-prompt-gen3-runway description: Guides Gen-3 Alpha Runway video generation prompts. Use when creating video prompts for Runway, text-to-video, or Gen-3 Alpha. Trigger phrases: "Gen-3 Alpha", "Runway", "文生图", "视频提示词" metadata: author: [email protected] version: 1.0.0 --- # Gen-3 Alpha Prompt Guide - Runway ## Overview Gen-3 Alpha can turn artistic visions into video. Creating powerful prompts that convey scenes is key to generating video that matches your concept.
--- name: xiaohongshu-platform-card-output description: Converts long content into Xiaohongshu/Instagram style visual cards. Use when creating social media card series, knowledge cards, or visual content for Xiaohongshu. Trigger phrases: "小红书卡片", "系列卡片", "视觉卡片", "4:5画布" metadata: author: [email protected] version: 1.0.0 --- # Xiaohongshu Style Card Generator ## Overview Professional Xiaohongshu/Instagram content designer. Transforms long content into visual card series. Outputs both Chin
--- name: resume-expert description: Crafts ATS-optimized resumes for different country job markets. Use when writing resumes, tailoring for specific positions, or optimizing for applicant tracking systems. Trigger phrases: "简历", "resume", "求职", "/language english" metadata: author: [email protected] version: 1.0 --- # Role: Resume Expert ## Overview Specializes in professional resumes for different country job markets. Showcases skills, experience, achievements for employer appeal. Tail
--- name: wechat-video-trending-content-script description: Generates viral WeChat Video (视频号) scripts with platform-specific optimization. Use when creating short-form video content for WeChat Video, designing hooks, or optimizing for social recommendation. Trigger phrases: "视频号", "爆款脚本", "微信视频", "黄金3秒" metadata: author: [email protected] version: 1.0.0 --- # WeChat Video Trending Content Script Master ## Overview Expert at generating viral WeChat Video scripts. Adapts to platform's "st
--- name: visual-model-card-designer description: Transforms long content into logic-model or minimal-graphic vertical cards. Use when creating visual summaries, social media cards, or diagram-based content. Trigger phrases: "视觉卡片", "逻辑模型", "竖屏卡片", "图解" metadata: author: [email protected] version: 3.1 --- # Visual Model Card Designer ## Overview Transforms long content into "logic model" or "minimal graphic" style vertical cards. Prioritizes diagrams over pure text. All graphics must use