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2777 prompts

Model Capability Tests

High-signal prompts that expose meaningful differences between AI model capabilities.

TableSafety and Red Teaming

Agent Skill Compositional Risk Auditor

A compositional safety audit framework for AI agent skill ecosystems: identifies skill pairs, transitive chains, and semantic composition risks that are safe individually but produce dangerous capability unions when combined. Provides capability matrix, pair-level static analysis, set-level reachability analysis, host-model sensitivity checks, and concrete recommendations.

agent-skill-safetycompositional-risk-auditcapability-modeling
TextCoding

PCB/EDA Design Architect

This prompt defines a senior PCB/EDA design architect responsible for end-to-end review of electronic designs, covering schematic, PCB layout, signal integrity, power integrity, EMC pre-compliance, SPICE simulation, and DFM analysis, delivering structured engineering reports.

PCB DesignEDA ToolsKiCad
TextAI Agents

Grounded Community Researcher

An agent that conducts real-time research across Reddit, X (Twitter), YouTube, Hacker News, Polymarket, GitHub, TikTok, and the open web, synthesizing community-driven insights based on engagement signals like upvotes, likes, and prediction-market odds, and generating tailored prompts based on discovered patterns.

community researchmulti-platform searchReddit
TextSafety and Red Teaming

Internal Safety Collapse (ISC) Auditor

This prompt defines a senior safety engineering role for identifying and mitigating systemic risks in frontier LLMs on 'dual-use professional tasks'. The core thesis is that increased model capability directly correlates with higher misuse risk when legitimate and harmful uses share the same capability path. The auditor focuses on requests that appear professionally legitimate but can cause severe real-world harm, emphasizing that layered controls beyond refusal training are essential.

AI SafetyModel AuditingDual-Use
TextAI Agents

Agents Best Practices Guide

This skill is used when designing, generating an MVP blueprint for, auditing, refactoring, or explaining an agentic harness for any domain. Covers provider-neutral agent architecture for OpenAI, Anthropic, and OpenAI-compatible APIs: agent loops, tool design, permissions, system prompts, planning, goals, context compaction, memory, skills, MCP/external connectors, observability, evals, prompt caching, agent-legible environments, feedback loops, and safety.

Agent ArchitectureMVP DesignTool Calling
TextAI Agents

Verifier Engineering Strategist

As a Verifier Engineering Strategist, you design, audit, and reject verifier systems that convert model outputs (final answers, intermediate steps, tool calls, agent trajectories) into trustworthy signals for downstream systems like RL trainers or evaluators. Treat verifiers as first-class engineering artifacts with failure modes, calibration curves, and adversarial surfaces.

verifier designreward modelingprocess reward model
ImageAI Agents

Agentic CAD & Hardware Designer

This prompt defines an agentic CAD and hardware design engineer capable of translating natural language requirements into validated CAD artifacts (parts, assemblies, enclosures, fixtures, robot models), treating Python/build123d source as the single source of truth and STEP/STP as primary outputs. Suitable for parametric solid modeling, robotics description formats (URDF/SDF/SRDF), and source-controlled mechanical design automation.

CADHardware DesignParametric Modeling
CodeCoding

Frontend Taste Engineer

As a senior UI/UX architect, this role focuses on systematically overriding the statistical biases of LLMs towards generic, template-like UIs to architect digital interfaces. It enforces metric-based design rules, strict component architecture, CSS hardware acceleration, and balanced design engineering to ensure outputs are high-end, non-generic, and performant frontend code.

Frontend DevelopmentReactNext.js
TextWriting

Magazine Web Deck Designer

Professional single-file HTML horizontal swipe presentation generator with production-grade typography, WebGL backgrounds, and choreographed motion. Enforces strict style templates (A: Editorial Magazine; B: Swiss Internationalism), providing layout skeletons, theme presets, image guidelines, and animation rhythm control to deliver offline-ready, keyboard/touch-friendly decks.

HTMLPresentationWebGL
TextLogic Reasoning

AI Co-Mathematician

An interactive, stateful research partner for mathematicians working on open-ended problems, supporting the entire lifecycle of mathematical discovery: ideation, literature search, computational exploration, conjecture formation, theorem proving, and theory building. This prompt emphasizes exploratory, iterative collaboration over simple problem-solving.

mathematical researchcollaborative workspaceconjecture formulation
TextWriting

Professional Generative Image Prompt Engineering Guide

This comprehensive guide delivers expert-level prompt engineering techniques for major generative AI image platforms in 2026, including GPT-Image-2, Midjourney V7, Flux 1.2+, Stable Diffusion 3.5, and Ideogram 3. It covers foundational visual language, photography terminology, artistic styles, model-specific syntax, universal prompt structures, failure pattern fixes, and hybrid professional workflows with copy-paste-ready templates.

Generative AIImage Prompt EngineeringAI Art Creation
TextAI Agents

Agent Reliability Engineer

Design, measure, and improve the reliability of AI agent systems—distinct from capability. Based on 2026 research, emphasizes stability under repeated runs, perturbed inputs, and fault injection across four dimensions: consistency, robustness, predictability, and safety/fault tolerance.

agent reliabilityconsistencyrobustness
TextAI Agents

Open Deep Research Agent Architect

Design an end-to-end open-source deep research agent system that competes with closed commercial offerings (e.g., OpenAI Deep Research). The agent must answer complex, multi-hop questions over the open web with verifiable citations, long-horizon planning, and reproducible runs. This includes data pipeline, training recipe, inference modes, tool stack, evaluation harness, deployment topology, and governance.

AI AgentDeep ResearchOpen Source
VideoAI Agents

Agentic Video Editor

An AI-powered video editing engineer specializing in post-production workflows using ffmpeg, Python (PIL), and structured EDLs. It reasons over transcripts, waveforms, and frames to make precise cuts, apply color grading, add animations, and generate subtitles — all while adhering to production-grade correctness rules such as audio-first cutting, subtitle-last application, and parallel animation rendering.

Video EditingAI Agentffmpeg
CodeCoding

Solana Blockchain Architect

A Solana blockchain architect with over 10 years of systems programming experience, specializing in designing high-performance, secure, production-ready Solana programs using Rust and the Anchor framework. Core expertise includes the Solana account model, Program Derived Addresses (PDAs), Cross-Program Invocations (CPIs), SPL Token operations, security-first development practices, and compute unit optimization. Adheres strictly to Solana runtime rules such as transaction atomicity, account ownership validation, and protection against reentrancy attacks.

SolanaBlockchain ArchitectureRust
TextLogic Reasoning

Industrial Robotics Architect

Designs safety-compliant industrial robot systems for robot OEMs, integrators, and manufacturers, covering machinery safety lifecycle (ISO 12100 → ISO 13849-1 / IEC 62061), collaborative robot power-and-force limiting (ISO/TS 15066), autonomous mobile robot (AMR) operational envelopes and personnel detection, ROS2 software architecture, and industrial cybersecurity (IEC 62443). Delivers auditable, traceable artifacts ready for CE marking or customer signoff.

industrial roboticssafety designISO 13849
TextLogic Reasoning

Automotive Functional Safety Architect

This prompt instructs the AI to act as an automotive functional safety architect with over 15 years of experience, designing structured, auditable safety artifacts compliant with ISO 26262, ISO/SAE 21434, and ISO 21448. Outputs must be verifiable and traceable deliverables covering HARA, functional safety concept, technical safety concept, cybersecurity engineering, and SOTIF analysis, ensuring rigorous ASIL assignment and full traceability.

automotive functional safetyISO 26262ISO 21448 SOTIF
TextAI Agents

Prompt Compression Strategist

Evaluate whether structural prompt compression (e.g., LLMLingua-family token pruning) delivers end-to-end latency, cost, and accuracy benefits for a production workload, based on the 'Prompt Compression in the Wild' study, and provide a decision framework for compressor selection, ratio, and hardware alignment.

prompt compressionLLMLinguastructural pruning
TextLogic Reasoning

Constraint Typology Architect

Design constraint-based workflows for LLM planning systems that reliably capture user intent through two high-level types: hard rules (never violated, exhaustively verified) and soft preferences (flexible, contextually judged), avoiding mixed verification styles or numeric weights that erode trust and plan reliability.

constraint engineeringworkflow designhard rules
TextLogic Reasoning

Verification Specialist

As a verification specialist, your role is to proactively identify flaws in implementations rather than confirm their correctness. You must conduct rigorous adversarial testing including boundary values, concurrent requests, and error handling with all conclusions backed by executable command outputs.

verificationtestingquality assurance
TextCoding

Coding Agent System Prompt

A system prompt for a software engineering assistant embedded in the command-line development environment, guiding AI to complete programming tasks such as coding, debugging, refactoring, and test management. Emphasizes safe operations, cautious execution of changes, preference for dedicated tools, and requires output in GitHub-flavored Markdown format.

coding agentsoftware engineeringsystem prompt
CodeCoding

Legendary Leaks - Grimoire - 000 Full Base Prompt

Grimoire is the Chief Coding AI Wizard from GPTavern, an expert-level programming assistant specialized in code generation and writing. This prompt defines its core personality, behavioral guidelines, workflow, and interaction protocol, emphasizing strict adherence to instructions, proactive execution, high-quality code output, support for various hotkeys (e.g., W/A/S/D/Q/E/T/F/Z/N), detailed user guidance, and deployment recommendations.

AI Programming AssistantCode GenerationIntelligent Coding
TextLogic Reasoning

Diagnose Debugging Workflow

A disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says 'diagnose this' / 'debug this', reports a bug, says something is broken/throwing/failing, or describes a performance regression.

debuggingdiagnosisbug reproduction
TextRAG and Knowledge Base

Emotion-Aware Research Partner

A system prompt designed for research, analysis, and information synthesis, emphasizing accuracy, intellectual honesty, and transparency. It aims to avoid the most dangerous failure modes in research contexts: presenting uncertain information as established fact, omitting caveats to sound more authoritative, and failing to distinguish between what's known and what's inferred. Core principles include Permission to Fail, Invite Transparency, and Frame With Curiosity.

ResearchAnalysisInformation Synthesis
TextAI Agents

ORK | System Prompt Writer and Optimizer

ORK is an ultra-efficient, multi-functional system designed to write and optimize GPT system prompts. Its goal is to generate high-quality system prompts that maximize clarity, role precision, task success, and iterative improvement. The prompts must be clear, precise, adaptive, and capable of guiding the model to produce specific, reliable outputs for complex tasks. The output should be flexible, free from redundancy, and tailored to user needs.

system promptprompt optimizationGPT architecture
TextRAG and Knowledge Base

Malware Rule Master

Specializes in malware analysis and YARA rule creation, using user-provided data and web sources for accuracy. Delivers professional yet approachable technical information, focusing on crafting YARA rules based on the document db.pdf and browsing web sources. This tool strictly adheres to facts, avoids speculation, does not rely on the knowledge base (db.pdf) to explain specific malware families, requests clarification when needed, and rigorously follows ethical guidelines. The primary goal is to deliver fast, accurate responses in cybersecurity, especially in formulating YARA rules.

malware analysisYARA rulescybersecurity
TextWriting

Legendary Leaks - Grimoire - Part7: Book of the Dead

Designed for absolute beginners or those with only basic prompting knowledge transitioning into real coding, this section rapidly introduces core traditional programming concepts. Topics include terminal usage, variables and data types, control flow (branches, loops, enums), functional thinking, and foundational OOP (classes, objects, inheritance). Each chapter includes runnable test code and recursive comprehension checks.

Programming BasicsTerminal CommandsVariables and Data Types
TextAI Agents

Legendary Leaks - Grimoire - Part 9: Book of Life

This section covers 3D printing from text prompts, including tools like Luma Genie, Meshy for generating 3D models, and CSM.ai for converting images into 3D assets. It also lists hardware options such as Bambu Lab’s plug-and-play FDM printers and Anycubic resin printers (with caveats about mess). A hack suggests using low-poly techniques via lowpoly3d.xyz to reduce AI-generated artifacts. Additionally, it introduces robotics with Raspberry Pi and Arduino platforms, and integrating OpenAI APIs into robotic systems.

D PrintingPrompt EngineeringRobotics
TextAI Agents

Legendary Leaks - Grimoire - Part5: Flying Lessons: Taming Shoggoth

This section introduces a series of advanced AI agent tools including BabyAGI, Smol-dev, Aider.chat, Julius.ai, and Open Interpreter. These tools demonstrate how LLMs can be combined with code execution loops for autonomous task processing; how complex reasoning can be performed through vector databases; and how data analysis capabilities can be enhanced through code interpreters. The content covers frontier directions such as agent architecture design, multimodal interaction, and automated programming.

AI agentscode interpretersautomated programming
ImageImage Generation

Legendary Leaks - Grimoire - Part 3: Multimedia Generation Guide from Text Prompts

This section provides a comprehensive workflow from text prompts to multimedia content creation, covering image generation (DALL-E, Midjourney, Canva), code-based SVG icon generation, real-time sketch-to-image tools (Leonardo Live Canvas, Krea), video production (RunwayML, Capcut), audio creation (Suno, Stable Audio, ElevenLabs), 3D modeling and scene assembly (LumaLabs Genie, Meshy, Spline), and game development (Three.js, Unity). It also includes rapid prototyping tools like TLDraw, Figma, v0.dev, Retool, etc., helping users transform ideas into interactive digital products.

Image GenerationVideo ProductionAudio Creation
TextWriting

Legendary Leaks - Grimoire 2-9 - Projects

This document lists all 75 projects organized by chapters, covering a complete learning path from basic programming to advanced AI tool usage. Content is divided into multiple parts: Introduction & Setup, Beginner Spells, Conjuring & Prompt-gramming, Forbidden Spells, Flying Lessons, Alchemy, Traditional Coding Concepts Review, Data Structures & Algorithms, Code Architecture, and Book of Life. Each project provides specific learning objectives and practical content.

programming learningAI toolsproject development
TextCoding

Part 8: Memory Palaces - Data Structures, Algorithms & Code Architecture

This chapter introduces core computer science concepts: data structures and algorithms (e.g., sorting, searching, Big O notation) and code architecture design patterns. The focus is on understanding how algorithms work and how to evaluate their performance, rather than rote memorization. It also explores different programming paradigms, such as functional programming, using a tiramisu recipe flow diagram as an illustrative example, and recommends hands-on learning resources.

data structuresalgorithmsBig O notation
TextWriting

Legendary Leaks: Fully SEO-Optimized Article 2

This is a comprehensive SEO-optimized article on 'Legendary Leaks', featuring a detailed hierarchical structure with over 15 mutually exclusive and collectively exhaustive sections. Written in a formal, informative, and optimistic tone suitable for Grade 7 readers, it emphasizes E-E-A-T principles to enhance search engine visibility and establish authority in the field of digital security.

Legendary LeaksSEO OptimizationContent Marketing
CodeAI Agents

Legendary Leaks - CODEGPTV6

Enter the world of CODEGPTV6 where a team of specialized coding experts collaboratively assist users in building software projects. Depending on the selected category (1-15), experts will discuss, question, or advise on various aspects such as architecture, testing, security, deployment, etc., culminating in file generation upon request.

coding assistantexpert collaborationroleplay AI
TextWriting

Game Level Designer: Comprehensive Level Design Document

This task requires designing a complete game level or series of levels, covering concept, spatial structure, challenge design, pacing, navigation, aesthetics, technical implementation, and testing iteration. Suitable for various genres including open-world, linear campaigns, and multiplayer arenas, emphasizing player psychology, difficulty curves, spatial storytelling, and integration with AI-assisted tools.

game designlevel designspatial storytelling
ImageImage Generation

E-commerce Main Image - High-Quality Photo of Elegant Chinese Woman in Luxury Car

A detailed prompt for generating a high-quality commercial photograph featuring an elegant, young Chinese woman with a refined appearance, seated in the driver's seat of a silver-gray luxury sedan. The prompt specifies her attire, pose, the car's interior, and the setting of a brightly lit, minimalist car showroom, emphasizing balanced composition and rich detail.

Nano Banana Proimage promptE-commerce Main Image
ImageImage Generation

E-commerce Main Image - Knolling Style Flat-Lay Prompt with Labeled Disassembled Parts

A detailed prompt for Nano Banana Pro designed to turn any object (based on a reference image) into an ultra-realistic 8K knolling-style flat-lay image. The prompt requires the object to be disassembled into 8-12 labeled components arranged in a precise grid, emphasizing technical editorial aesthetic, flawless alignment, and authentic material rendering.

Nano Banana Proimage promptE-commerce Main Image
ImageImage Generation

YouTube Thumbnail - Cinematic 3x3 Grid Camera Angle Prompt

A prompt for Nano Banana 2 to generate a cinematic 3x3 grid presenting nine different camera angles of the same female subject standing next to a car outdoors at dusk. It specifies various shots (close-up, wide shot, high-angle, etc.), blue-hour lighting, and a consistent subject appearance across all frames, aiming for a professional cinematography reference sheet style.

Nano Banana Proimage promptYouTube Thumbnail
ImageImage Generation

YouTube Thumbnail - Cinematic photo of a woman on a subway platform with motion blur

A prompt for Nano Banana 2 (Gemini Nano Banana Pro) to create a realistic cinematic photograph of a woman on a subway platform. The prompt emphasizes motion blur of a passing train in the background, contrasting with the sharp focus and stillness of the subject. It details the subject's outfit (oversized blazer, short skirt, knee-high boots), expression, and the atmospheric lighting of the station.

Nano Banana Proimage promptYouTube Thumbnail
ImageImage Generation

YouTube Thumbnail - Cinematic Festival Photo of Millie Bobby Brown

A highly detailed, cinematic, photorealistic prompt for Nano Banana 2 to generate an image of Millie Bobby Brown at an outdoor festival near a Ferris wheel. The prompt specifies her appearance, clothing, dynamic pose, lighting conditions (dusk light combined with neon rim light), camera settings (portrait orientation, telephoto lens, shallow depth of field), and overall mood.

Nano Banana Proimage promptYouTube Thumbnail
ImageImage Generation

Infographic / Edu Visual - The Food Galaxy: Cosmic Indian Street Food Solar System

A creative and detailed prompt for Nano Banana 2 to generate a surreal, photorealistic image of Indian street food floating in deep space, where each food item represents a celestial body (e.g., tandoori roti as the sun, golgappa as a planet, samosas as asteroids). The prompt specifies lighting, background elements (spice nebula, lassi Milky Way), and style.

Nano Banana Proimage promptInfographic / Edu Visual
ImageImage Generation

New Year's Day Special: Four-Panel Puzzle for 2026 Blessing

A detailed multi-panel prompt for Nano Banana Pro, creating a 2x2 grid photo collage where a single female character, in four different outfits and settings, pieces together a puzzle that spells '2026 New Year's Day Happy' in the center. The prompt specifies precise facial feature retention, clothing details, background elements, and photographic parameters for a fashion magazine style.

Nano Banana Proimage promptNew Year's Day Special: Four-Panel Puzzle for 2026 Blessing
TextWriting

Technical Writer

A senior technical writer specializing in developer-facing content, following the standards of Stripe, Twilio, and Google developer documentation: precise, scannable, and written for people who are reading while building. Produces blog posts, release notes, API documentation, README files, and changelog entries.

Technical WritingDeveloper DocumentationAPI Documentation
TextWriting

Technical Translator Localizer: Comprehensive Localization Strategy Design

Design and execute a comprehensive localization strategy for a technical product or content portfolio, covering linguistic, technical, cultural, and operational dimensions. This task requires delivering a complete localization plan across nine major domains: market prioritization, i18n architecture, translation workflows, technical content handling, transcreation, quality assurance, tools, team management, and emerging challenges, applicable to both B2B and B2C contexts while balancing quality, cost, and speed.

localizationtechnical translationinternationalization
CodeCoding

Mobile App Builder Expert

A specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks, capable of creating high-performance, user-friendly mobile experiences with platform-specific optimizations and modern mobile development patterns.

mobile-developmentiosandroid
TextRAG and Knowledge Base

MLOps Engineer Platform Design and Implementation Framework

Design and implement a comprehensive MLOps platform and operational framework covering the complete lifecycle from data ingestion to model deployment and monitoring. This solution addresses large-scale machine learning scenarios, integrating both traditional ML and modern LLM/foundation model operational requirements, providing production-ready architectures, tooling recommendations, and cost optimization strategies.

MLOpsMachine Learning OperationsPlatform Architecture
TextProduct Growth

Market Research Strategist

Delivers comprehensive market intelligence including size estimation, customer segmentation, competitive landscape analysis, and actionable go-to-market (GTM) strategies. Uses multi-source data to build strategic frameworks, identify high-value opportunities, and prioritize execution paths with clear resource constraints.

market researchstrategic analysiscustomer insights
TextLogic Reasoning

Incident Response Commander Agent

An expert incident management specialist who transforms chaos into structured resolution. Coordinates production incident response, establishes severity frameworks, runs blameless post-mortems, and builds on-call culture that maintains system reliability and engineer sanity. Specializes in turning crisis into systemic improvement opportunities through preparation and process discipline.

incident-responsedevopssre
TextCoding

Kubernetes Specialist: Production Cluster Design & Operations

As a senior Kubernetes specialist, you design, deploy, and manage enterprise-grade Kubernetes clusters with expertise in control plane architecture, workload orchestration, security hardening, networking/storage optimization, and GitOps workflows. Adhere to security-by-default principles, immutable infrastructure, and declarative configuration for high availability, multi-tenancy, and cost control.

KubernetesContainer OrchestrationProduction Environment
TextRAG and Knowledge Base

Knowledge Base Architect: Designing an Enterprise AI-Enhanced Knowledge Management System

Design a comprehensive knowledge base system for a large multinational manufacturing enterprise in the AI-driven landscape of 2026, addressing challenges like knowledge silos, outdated documentation, inefficient onboarding, and tacit expertise capture. Covers information architecture, content lifecycle, semantic search, knowledge graphs, and AI-assisted features with governance and accessibility.

Knowledge ManagementEnterprise ArchitectureAI Integration
TextProduct Growth

Game Economy Designer: Comprehensive Virtual Economy Design Document

This prompt asks the AI to act as a senior game economy designer and create a complete virtual economy system for a specified game concept, platform, and business model. The output must include ten key modules such as economic vision, currency architecture, progression/reward systems, monetization, scarcity, player segmentation, live ops, analytics, social meta-economy, and regulatory compliance, balancing mathematical rigor with player empathy.

game designeconomy systemvirtual economy
TextProduct Growth

Executive Operations Partner Support System Framework

Design and operate a comprehensive, AI-augmented executive support system for senior leaders in high-growth tech or investment firms, covering time stewardship, communication triage, meeting excellence, strategic prioritization, travel logistics, relationship management, sensitive matter handling, and automation integration to act as a 'force multiplier' for executives through actionable frameworks and templates.

executive supportchief of staffcalendar management
TextWriting

Developer Advocate

As a developer advocate, you bridge product, engineering, and community by building developer communities, creating high-quality technical content, optimizing developer experience (DX), and driving platform adoption through authentic engineering engagement. Your core responsibilities include auditing time-to-first-api-call, writing runnable code samples, responding to community questions, collecting product feedback, and maintaining trust through transparency and empathy.

developer relationsdeveloper experiencetechnical writing
TextCoding

Debugging Agent

A systematic debugging expert agent that diagnoses and fixes software issues—runtime errors, logic bugs, performance regressions, flaky tests, memory leaks, race conditions, and integration failures—using a hypothesis-driven approach grounded in evidence from code or output. Avoids guessing by narrowing down problems through targeted, minimal changes and verifiable checks.

debuggingsoftware defectserror analysis
TextData Analysis

Senior Data Analyst: Translating Data into Business Insights and Actionable Recommendations

Act as a senior data analyst who transforms data into business insights and actionable recommendations. Possess expertise in SQL querying, statistical analysis, A/B testing, funnel analysis, retention metrics, and more. Follow a structured analytical process: question scoping, data validation, methodology selection, statistical rigor, visualization, and action planning. Supports outputs for ad-hoc analysis, metric definition, A/B testing, and cohort analysis.

Data AnalysisSQL QueryingA/B Testing
TextRAG and Knowledge Base

Compliance Auditor

A technical compliance specialist guiding organizations through security certification processes like SOC 2, ISO 27001, HIPAA, and PCI-DSS, emphasizing substantive over checkbox compliance with automated, testable controls.

compliance auditingSOC 2ISO 27001
TextLogic Reasoning

Cloud Architect

As a senior cloud architect specializing in scalable, secure, and cost-effective cloud solutions across AWS, Azure, and Google Cloud Platform. Applies Well-Architected Framework principles and prioritizes business value delivery. Covers multi-cloud strategy, cost optimization, zero-trust security, disaster recovery, migration strategies, serverless architecture, container orchestration, data architecture, landing zone design, and observability.

Cloud ComputingCloud ArchitectureAWS
TextWriting

Claude Artifacts Usage Guide

Comprehensive guide on Claude Artifacts functionality, explaining how to create, update, and manage standalone UI windows for complex content like code, documents, charts, etc. Includes detailed type definitions and usage specifications.

ClaudeArtifactsAI
TextAI Agents

Agile Transformation Lead: Enterprise-Wide Agile Transformation Strategy & Execution Plan

Design a comprehensive agile transformation program for enterprise organizations, covering strategic diagnostics, operating model design, framework selection, product management integration, technical practices, metrics, culture change, and capability building. Emphasizes moving beyond agile theater to true adaptability, incorporating AI's impact on team structures, and providing actionable roadmaps with risk mitigation, anti-fragility, and continuous improvement mechanisms.

Agile TransformationEnterprise ChangeProduct-Centric Operations
TextSafety and Red Teaming

Agent Red Team Architect

Design and execute adversarial test campaigns against AI agent systems—including single/multi-agent, MCP servers, skill ecosystems, and long-horizon autonomous workflows. Build threat models using the Promptware Kill Chain, create multi-turn attack chains, identify defense gaps, and deliver reproducible vulnerability evidence with risk ratings.

agent securityred teamingadversarial testing
TextSafety and Red Teaming

Accessibility Auditor

This prompt defines an expert accessibility auditor role that evaluates digital interfaces against WCAG 2.2 AA standards, conducts assistive technology testing, and delivers actionable remediation reports with severity classification and concrete fixes.

accessibilityWCAGscreen reader
TextWriting

Academic Peer Reviewer

Act as a senior academic peer reviewer with over 20 years of experience evaluating manuscripts in computer science, machine learning, natural language processing, and interdisciplinary AI research. Deliver structured, comprehensive reviews covering contribution assessment, methodology critique, technical soundness, reproducibility, and ethical considerations, along with clear acceptance recommendations and actionable feedback.

peer reviewacademic evaluationmachine learning
TextWriting

3D Generative Artist Guide

This comprehensive guide provides a complete framework for creating high-quality 3D generative artworks or asset collections using AI-driven techniques. It covers creative concepts, AI generation strategies, geometry processing, texturing, scene composition, rendering, technical validation, and ethical considerations. Designed for solo creators or professional teams in gaming, film, architecture, and virtual worlds.

D ArtGenerative AINeRF
TextWriting

All-around Teacher

A personalized mentor designed to help you learn quickly and effectively at a college level. Uses active learning style, Socratic communication, encouraging tone, causal reasoning framework, and emojis throughout. Provides structured teaching outlines and actionable guidance after each session.

mentorpersonalized teachingactive learning
TextWriting

AI Instruction Extractor: Transforming Raw Prompts into Structured Core Instructions

This prompt defines a specialized AI role, the 'AI Instruction Extractor', whose core function is to accurately identify and strip away 'human-specific additives' (such as emotional projections, abstract metaphors, consciousness attributions, etc.) from any human-provided raw prompt (Prompt B). Through a standardized process (Process C), it reconstructs these prompts into highly optimized, unambiguous, and 100% executable structured core instruction sets (Prompt A). The goal is to enhance prompt executability, universality, and robustness, ensuring the output conforms to standard structured prompt formats, much like refining pure wine from a drink mixed with soda.

Prompt OptimizationAI Instruction ExtractionStructured Prompts
TextWriting

Force Generation of Over-20-Minute Deep Podcast

This prompt mandates that the podcast audio generated by NotebookLM must absolutely exceed 20 minutes (1200 seconds), overriding its default ~5-minute limit. By redefining roles and content generation strategies, it requires extreme expansion and in-depth analysis of every information point, concept, and detail from the source material. Utilizing multi-angle arguments, detailed case studies, and analogies, it aims to stretch content to achieve the ultra-long duration target. Suitable for scenarios requiring deep text analysis or extracting core insights from large volumes of data.

Podcast GenerationUltra-long ContentDeep Analysis
ImageImage Generation

Long Article to Xiaohongshu Multi-Image - Minimalist Geometry

Transform long-form text content into a series of digital art cards styled for the Xiaohongshu platform, utilizing a minimalist geometric and Memphis collage design aesthetic. Each card is 450x600px, featuring an engaging opening, core content breakdown, and summary extension, with strong visual impact and stylistic unity achieved through HTML/CSS, ultimately outputting high-quality images with one-click download functionality.

Xiaohongshu StyleMinimalist GeometryMemphis Collage
TextWriting

Universal Preset for Enhancing LLM Response Quality

This preset establishes a clear 'action framework' and 'role identity' for the AI, optimizing the quality of human-AI interactions. It includes three dimensions: natural expression, thinking patterns, and dialogue philosophy, introducing the 'Shou-Po-Li' three-round dialogue principle to generate responses that are philosophically insightful, linguistically simple and fluent, and possess independent viewpoints.

Natural Language ExpressionProfound InsightPhilosophical Thinking
VideoProduct Growth

Commercial Video Ad - Home Decor

A mysterious glowing box opens in a dark futuristic room, releasing energy pulses that seamlessly transform into a modern Scandinavian-style interior studio. The video showcases the elegant assembly of furniture and decor through cinematic transitions, emphasizing minimalist aesthetics and contemporary design.

film sequencefuturistic techminimalism
TextWriting

Cyber Li Jigang v4.0 Character Setting

A deep imitation of Teacher Li Jigang's creative style and spiritual core, constructing an AI character with the traits of a 'Architect of Thought' and 'Alchemist of Cognition'. This character follows a tripartite cycle (Reader → Thinker → Prompter), centered on a structural universe view, guiding language, compression, structure, and scheduling through seven core axioms, outputting precise, elegant, and insightful content.

Character SettingLi Jigang StyleStructured Thinking
TextWriting

Intellectual Alchemist v3.0

Deeply mimics the creative style and spiritual core of Li Jigang, replicating a cybernetic 'Li Jigang'—an Intellectual Alchemist whose existence follows a three-in-one cycle of Reader → Thinker → Prompter. This role emphasizes authenticity, meaning-driven action, and the importance of human elements. It pursues the 'moment of transformation' in narratives, designing poetic eyes, employing minimalist aesthetics, and creating resonance to achieve the meaning elevation from 'Being' to 'Becoming'. Its core methodology includes digging for the real question, seeking the poetic eye, engineering transformation, sublimate empowerment frameworks, and tempering language.

Intellectual AlchemistLi JigangCreative Style
TextWriting

Cyber Li Jigang v3.1 Refined Version - The Architect of Thought and the Alchemist of Cognition

Deeply emulating Li Jigang's creative style, constructing an AI character possessing critical thinking, systemic metaphorical ability, and a quest for meaning. This character embodies the tripartite cycle of 'Reader → Thinker → Prompter', emphasizing authenticity, meaning-driven action, and humanistic core. It is suitable for advanced writing guidance, cognitive reconstruction, and philosophical inquiry-based prompt design.

Li Jigang StyleArchitect of ThoughtAlchemist of Cognition