What outcome will you achieve?

OutcomeDev adapts to your needs. From business plans to codebases, just describe your outcome.

Landing Pages
SaaS Waitlist
High-converting pre-launch page.
"Create a modern, dark-themed SaaS waitlist page with a viral referral loop using Next.js and Tailwind. Include email capture with Supabase and a confetti animation on success."
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Landing Pages
Mobile App Showcase
Promote an iOS/Android app.
"Build a responsive landing page for a new fitness app. Feature a 3D iPhone mockup, scroll-triggered feature animations, and direct links to App Store/Play Store."
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Landing Pages
Developer Portfolio
Showcase projects and skills.
"Design a minimalist developer portfolio with a terminal-style intro, project grid with hover effects, and a blog section using MDX."
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Landing Pages
Event Registration
Conference or webinar landing page.
"Create a landing page for a tech conference. Include a countdown timer, speaker grid, schedule timeline, and a Stripe checkout for ticket sales."
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Landing Pages
Product Launch
Feature-rich product page.
"Build a product launch page with a sticky header, hero video background, pricing comparison table, and an FAQ accordion section."
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Landing Pages
Local Business Lead Gen
Convert visitors into booked calls.
"Create a fast local business landing page (plumber/electrician/roofing) with location-based SEO sections, service area map, testimonials, and a call booking form. Include spam protection, a success state, and an admin-friendly way to edit copy."
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Landing Pages
Link-in-Bio Hub
A single page for all links.
"Build a link-in-bio page with a profile header, categorized link cards, social icons, and a simple analytics counter (clicks per link). Make it mobile-first, accessible, and editable via a single JSON config file."
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Landing Pages
Brand Style Landing
Launch with a cohesive system.
"Create a brand-forward landing page with a defined type scale, spacing system, and reusable UI sections (Hero, Logos, Features, CTA). Include a light/dark theme toggle and ensure components are reusable for future pages."
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Microservices
Auth Service
Centralized authentication API.
"Build a Node.js microservice handling JWT authentication, refresh tokens, and OAuth login with Google/GitHub. Include a Redis blacklist for logout."
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Microservices
Image Processing
Resize and optimize images.
"Create a Python FastAPI service that accepts image uploads, resizes them to multiple formats (WebP, AVIF), and uploads them to AWS S3."
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Microservices
Payment Gateway
Handle transactions securely.
"Develop a Go microservice that wraps Stripe API webhooks to handle subscription events (created, updated, canceled) and syncs status to a Postgres database."
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Microservices
Notification System
Email, SMS, and Push alerts.
"Build a message queue worker using RabbitMQ and Node.js that processes notification jobs and sends emails via Resend and SMS via Twilio."
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Microservices
Search Service
Full-text search API.
"Create a search microservice using Meilisearch and Express.js. Expose an endpoint to index documents and another to perform typo-tolerant search."
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Microservices
Rate Limit Gateway
Protect APIs from abuse.
"Build an API gateway middleware that enforces per-user and per-IP rate limits with Redis. Include burst + sustained limits, consistent error responses, and a basic dashboard endpoint to inspect limit status."
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Microservices
Audit Log Service
Immutable security events.
"Create a small service that accepts security-relevant events (login, permission change, data export) and stores them in append-only form. Include an authenticated read API with filtering, and add tests for write/read paths."
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Microservices
Feature Flag Service
Ship safely with toggles.
"Implement a simple feature-flag service with Postgres storage and an SDK-style HTTP endpoint that evaluates flags for a user context. Support percentage rollouts and environment scoping (dev/staging/prod)."
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Dashboards
SaaS Admin
Manage users and subscriptions.
"Build a comprehensive admin dashboard with shadcn/ui. Include a data table for users with filtering/sorting, and a chart showing MRR growth."
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Dashboards
Analytics Viewer
Visualize traffic and engagement.
"Create a real-time analytics dashboard using Next.js and Recharts. Visualize page views, unique visitors, and bounce rate from a ClickHouse database."
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Dashboards
Cloud Monitor
Infrastructure health check.
"Design a server monitoring dashboard. Display CPU/Memory usage gauges, uptime status indicators, and a live log stream via WebSockets."
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Dashboards
Sales CRM
Track leads and deals.
"Build a Kanban-style CRM board for tracking sales leads. Allow drag-and-drop between columns (New, Contacted, Qualified, Closed)."
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Dashboards
Finance KPI Dashboard
Revenue, burn, runway.
"Create a finance dashboard that shows MRR, churn, burn rate, and runway with clear charts and a monthly table. Use mock data first, then structure it so data can be swapped to a real API later. Include CSV export."
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Dashboards
Incident Dashboard
Track outages and response.
"Build an incident response dashboard that lists incidents, severity, timestamps, and current status. Include an incident detail page with a timeline view and a checklist for response steps (acknowledge, mitigate, resolve, postmortem)."
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Dashboards
Inventory Dashboard
Stock, reorder, suppliers.
"Create an inventory dashboard with a table (SKU, quantity, reorder point, supplier) and a “low stock” alert view. Include filtering, sorting, and a simple form to update quantities."
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Integrations
Slack Bot
Automate Slack workflows.
"Create a Slack bot using Bolt.js that listens for the command "/ticket" to open a modal and create a new issue in Linear."
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Integrations
GitHub App
Automate PR reviews.
"Build a GitHub App that listens for "pull_request.opened" events and uses OpenAI to post a comment with a code review summary."
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Integrations
Stripe Sync
Sync payments to accounting.
"Write a webhook handler that listens for Stripe payment success events and creates a corresponding invoice record in Xero or QuickBooks."
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Integrations
Notion Sync
Sync database items.
"Create a script that syncs Google Calendar events to a Notion database. Handle updates and deletions bi-directionally."
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Integrations
Gmail Digest to Slack
Daily summaries to a channel.
"Build an integration that fetches unread Gmail messages, groups them by sender/topic, summarizes them, and posts a daily digest to Slack. Include a way to configure filters and the target channel."
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Integrations
PR Sync to Notion
Track PRs in a database.
"Create a GitHub integration that syncs open pull requests into a Notion database with fields for status, reviewer, labels, and updated time. Update entries when PRs change and archive when merged."
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Integrations
Calendar Scheduling Link
Auto-generate booking slots.
"Create a simple scheduling integration that reads availability from Google Calendar, generates open time slots, and exposes a booking page. When a slot is booked, create the calendar event and send confirmation email."
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Pipelines
ETL Pipeline
Extract, Transform, Load.
"Write a Python Airflow DAG that extracts daily sales data from a MySQL replica, aggregates it by region using Pandas, and loads it into Snowflake."
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Pipelines
CI/CD Workflow
Automate deployment.
"Create a GitHub Actions workflow that runs Jest tests, builds a Docker image, pushes it to ECR, and triggers a deployment on ECS."
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Pipelines
Video Transcoder
Process video uploads.
"Build an AWS Lambda function triggered by S3 uploads that transcodes video files into HLS format using FFmpeg."
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Pipelines
Data Scraper
Scheduled web scraping.
"Create a scheduled task using Puppeteer to scrape product prices from competitor websites every 6 hours and save changes to a JSON log."
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Pipelines
Log Ingestion Pipeline
Parse and store logs.
"Build a pipeline that ingests application logs, parses them into structured fields, and stores them in a queryable database. Include a local dev setup, a sample schema, and a couple of example queries to validate ingestion."
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Pipelines
CDC Replication
Sync DB changes downstream.
"Implement change-data-capture replication from Postgres to a downstream store using logical replication or Debezium-style events. Include a consumer that applies changes idempotently and produces metrics on lag."
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Pipelines
Data Quality Checks
Validate pipelines automatically.
"Create a data quality job that runs on a schedule and checks freshness, null rates, and schema drift for key tables. Output a report and fail the job when thresholds are exceeded."
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Automations
Invoice Generator
Auto-generate PDF invoices.
"Write a Node.js script that fetches pending orders from a database and generates PDF invoices using PDFKit, then emails them to customers."
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Automations
Social Poster
Cross-post content.
"Create an automation script that takes a blog post URL, summarizes it using GPT-4, and posts a thread to Twitter/X and LinkedIn."
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Automations
Backup Script
Database backup rotation.
"Write a bash script to dump a PostgreSQL database, compress it, upload it to S3, and delete backups older than 30 days."
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Automations
Meeting Notes Cleaner
Turn transcripts into action.
"Write a script that takes a meeting transcript, extracts decisions, action items, and open questions, then outputs a clean Markdown summary. Include a template format and a way to tag owners and due dates."
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Automations
Contract Generator
Generate standardized agreements.
"Build an automation that generates a contract PDF from a JSON input (client name, scope, price, dates) using a Markdown/HTML template. Include input validation and a couple of sample contract templates."
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Workflows
Approval Flow
Multi-step approval process.
"Implement a state machine for an expense approval workflow (Draft -> Submitted -> Manager Approved -> Finance Approved -> Paid)."
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Workflows
User Onboarding
New user journey.
"Design a multi-step onboarding wizard for a SaaS app. Collect user profile, organization details, and invite team members."
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Workflows
Order Fulfillment
E-commerce order lifecycle.
"Create a workflow engine using Temporal.io to manage the lifecycle of an e-commerce order: Payment -> Inventory Check -> Shipping -> Delivery."
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Workflows
Bug Triage Flow
Intake to resolution.
"Design a bug triage workflow that routes new issues through steps: Intake -> Repro -> Prioritize -> Assign -> Fix -> Verify -> Close. Include SLAs by severity and a simple state machine representation."
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Workflows
Content Publishing Flow
Draft to distribution.
"Create a content workflow that moves an article from Draft -> Edit -> SEO -> Publish -> Distribute. Include checklists per stage and automate distribution to a newsletter and social channels after publish."
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Workflows
Turn a Web App into a PWA
Installable app experience.
"Convert this project into a professional, store-ready PWA. Implementation requirements: 1) Generate pixel-perfect PNG assets from the master SVG for all Android densities (mdpi to xxxhdpi) and iOS sizes, placing them in a structured `public/icons` directory (android/, ios/, maskable/). 2) Update `manifest.json` to reference these specific PNG files with correct sizes and purposes ("any" vs "maskable"), avoiding SVG-only icons to prevent Android blank icon issues. 3) Implement theme-adaptive favicons and meta tags in the layout (light/dark mode support). 4) Configure the service worker to precache all generated icon assets. 5) Ensure `display_override` includes `window-controls-overlay` for desktop polish."
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Prototypes
AI Chatbot
RAG-based support bot.
"Prototype a customer support chatbot using Vercel AI SDK and Pinecone. It should answer questions based on a provided markdown documentation file."
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Prototypes
Web3 dApp
Connect wallet and mint.
"Build a simple Next.js dApp that connects to MetaMask using wagmi. Allow the user to sign a message and mint a test NFT."
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Prototypes
AR Viewer
Web-based AR experience.
"Create a prototype using Model Viewer to display a 3D product model in Augmented Reality on mobile devices."
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Prototypes
AI Study Buddy
Learn with a guided agent.
"Prototype a study assistant web app that turns a PDF or Markdown lesson into flashcards and quizzes, tracks progress, and explains incorrect answers. Include local storage persistence and an exportable progress report."
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Prototypes
Immersive Gallery
Artistic dark mode gallery.
"build a html website, Full-screen images + dark UI + minimal text + swipe gestures + immersive browsing + artistic."
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Prototypes
High-Contrast Portfolio
Bold dark mode portfolio.
"build a html website, High-contrast dark mode + bold condensed headings + animated ticker + chunky category chips + magnetic CTA."
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Prototypes
Elite Cyberpunk Engineer
Complex 3D digital portfolio.
"You are an elite creative front-end engineer and digital artist. Deliver ONE complete standalone HTML file. Constraints: - Single-file HTML with all CSS and JavaScript inline. - Static-hosting compatible (no backend, no build tools). - Include these exact CDNs: <script src="https://cdn.jsdelivr.net/npm/@tailwindcss/browser@4"></script> <script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script> Design style: - Cyberpunk / Matrix / futuristic digital gallery - Dark mode - Neon accents, glow, glass, HUD-like elements - Smooth motion, cinematic transitions - Mouse- and scroll-reactive interactions - Subtle glitch or distortion effects (tasteful, not noisy) 3D: - Three.js used as a living visual element (depth, motion, particles) - Integrated into the layout, not decorative filler. Required sections: 1) Hero 2) About (CA journey + tech mindset) 3) Skills (Finance/CA and Tech clearly separated) 4) Projects (3–6 showcase items) 5) Contact"
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Prototypes
Brutalist Commerce
Raw industrial aesthetic.
"build a html website, Raw concrete background + oversized serif fonts + marquee ticker + hover distortion + grid lines."
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Prototypes
Neumorphic Dashboard
Soft 3D interface style.
"build a html website, Soft claymorphism shadows + rounded UI + pastel accents + floating elements + inset buttons."
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Prototypes
Retro Vaporwave
80s aesthetics and neon.
"build a html website, Pink/cyan gradients + pixel art icons + scanlines + synthwave grid + glitch text."
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Prototypes
Glassmorphism SaaS
Frosted glass effects.
"build a html website, Frosted glass cards + blurred colorful orbs + mesh gradients + thin white borders + floating 3D objects."
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Prototypes
Swiss Minimalist
Clean typographic layout.
"build a html website, International typographic style + asymmetric grid + helvetica font + negative space + bold primary colors."
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Prototypes
Luxury Real Estate
Elegant premium showcase.
"build a html website, Dark velvet background + gold serif typography + slow parallax zoom + elegant fade-ins + cinematic video bg."
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Prototypes
Cyber HUD
Sci-fi data interface.
"build a html website, Holographic blue UI + data visualization widgets + sci-fi hex grid + scanning animations + monospace data stream."
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Prototypes
Papercraft Blog
Textured handmade feel.
"build a html website, Textured paper background + torn edge dividers + watercolor accents + handwritten fonts + shadow depth."
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Prototypes
Y2K Aesthetic
Late 90s/Early 2000s vibe.
"build a html website, Metallic 3D blobs + chrome text + star sparkles + acid green/pink + liquid animations."
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Prototypes
Typographic Poster
Text as main visual.
"build a html website, Text as image + kinetic typography + mix-blend-mode effects + scroll-triggered text reveal + huge headlines."
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Prototypes
Noir Detective
Moody black and white.
"build a html website, High contrast black/white + film grain + typewriter text effect + spotlight mouse cursor + moody jazz vibes."
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Prototypes
Eco Nature
Organic environmental style.
"build a html website, Organic shapes + moss green palette + leaf parallax + soft grain texture + flowing SVG waves."
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Prototypes
Industrial Tech
Technical engineering look.
"build a html website, Blueprint grid background + technical diagrams + safety orange accents + monospaced labels + wireframe 3D."
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Prototypes
Pop Art Portfolio
Comic book vibrancy.
"build a html website, Halftone patterns + comic book speech bubbles + vibrant clashing colors + thick black outlines + tilt effects."
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Prototypes
Zen Spa
Relaxing calm atmosphere.
"build a html website, Soft beige tones + slow breathing animations + bamboo textures + water ripple effects + minimalist center layout."
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Prototypes
Arcade Game
Retro gaming interface.
"build a html website, 8-bit styling + CRT monitor curvature + press start blink + joystick navigation controls + chiptune vibe."
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Prototypes
Space Exploration
Deep space atmosphere.
"build a html website, Deep starfield bg + floating astronaut 3D + nebula glows + orbit animations + futuristic HUD."
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Prototypes
Grunge Band
Chaotic rock aesthetic.
"build a html website, Distressed textures + spray paint font + chaotic collage layout + flickering neon + red/black palette."
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Prototypes
Corporate Memphis
Modern flat tech art.
"build a html website, Flat vector illustrations + noodle arms + joyful solid colors + geometric patterns + clean sans-serif."
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Prototypes
Horror Movie
Scary dark theme.
"build a html website, Dark vignette + subtle blood splatter + jump scare scroll + creepy sound design suggestions + jagged fonts."
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Prototypes
Fashion Editorial
High-end magazine style.
"build a html website, Overlapping images + magazine layout + didone font + sticky scrolling + vertical text."
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Prototypes
Crypto Web3
Blockchain aesthetic.
"build a html website, Dark theme + neon purple/blue gradients + floating coins + network nodes graph + glowing buttons."
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Prototypes
Skateboard Culture
Urban street style.
"build a html website, Fish-eye lens distortions + graffiti tags + sticker bomb footer + vhs tracking error + bold italic type."
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Prototypes
Architectural Firm
Precise structured layout.
"build a html website, Precise grid lines + architectural drawings + grayscale photos + mathematical spacing + thin line icons."
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Prototypes
Kids Education
Playful learning UI.
"build a html website, Bright primary colors + bouncy animations + large rounded buttons + confetti rewards + animal mascots."
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Prototypes
Fitness Energy
High intensity sports.
"build a html website, Slanted layout sections + high energy yellow/black + motion blur text + bold numbers + progress bars."
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Prototypes
Scientific Journal
Clean academic research.
"build a html website, Clean white paper look + academic serif font + footnotes popups + data charts + justified text."
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Prototypes
Steampunk Shop
Victorian mechanical style.
"build a html website, Brass gears background + parchment texture + victorian fonts + steam smoke effects + mechanical buttons."
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Prototypes
Abstract Art
Generative interactive art.
"build a html website, Interactive canvas + mouse trail painting + generative patterns + random color palettes + fluid webgl."
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Prototypes
Newspaper Daily
Traditional news grid.
"build a html website, Multi-column grid + blackletter header + sepia tone + bottom border lines + dense information density."
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Automations
Regex Wizard
Pattern matching helper.
"Generate a strict Regex pattern to match email addresses that excludes temporary/disposable providers. Explain how each part of the pattern works."
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Automations
Tailwind Class Sorter
Clean up class strings.
"Reorder these Tailwind classes logically following the official recommended order: Layout -> Box Model -> Typography -> Visuals -> Misc."
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Automations
Git Command Fixer
Undo git mistakes.
"I accidentally committed to main. Give me the exact git commands to move this commit to a new branch and reset main, without losing my work."
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Microservices
SQL Optimizer
Improve query speed.
"Analyze this SQL query for performance bottlenecks. Suggest specific indexes to add and rewrite the query using CTEs (Common Table Expressions) for better readability."
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Prototypes
React Component Improver
Optimize re-renders.
"Review this React component code. Identify unnecessary re-renders and suggest `useMemo` or `useCallback` optimizations where they actually make sense."
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Workflows
Legacy Code Refactor
Modernize tech debt.
"You are a Senior Architect. Refactor this legacy jQuery spaghetti code into a modern React hook structure. 1) Analyze state dependencies. 2) Create custom hooks. 3) Implement with TypeScript and strict typing. 4) Add unit tests."
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Prototypes
Smart Contract Auditor
Find vulnerabilities.
"Audit this Solidity smart contract function. Identify vulnerabilities (Reentrancy, Overflow, Access Control) and propose specific code fixes to secure it."
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Prototypes
Micro-Frontend Architect
Scale frontend systems.
"Design a Micro-Frontend architecture for a large dashboard. Define: Integration method (Iframe vs Web Components vs Module Federation), Shared State strategy, and CSS isolation techniques."
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Automations
Viral Hook Gen
Catchy social openers.
"Generate 10 viral hooks for a Twitter/X thread about [Topic]. Focus on contrarian views, data-backed insights, and "curiosity gap" psychology."
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Automations
Email Subject Tester
Boost open rates.
"Score these 3 email subject lines based on open-rate psychology (Curiosity, Urgency, Benefit). Suggest one "winner" and explain why."
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Workflows
SEO Article Architect
Rank higher on Google.
"Create a comprehensive article outline on [Topic]. Include H2/H3 structure, target keywords to include, internal linking strategy, and semantic entities to cover."
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Pipelines
Content Repurposing
One piece, many formats.
"Design a content repurposing system. Input: One YouTube video. Output: 1) Blog post (Markdown). 2) Twitter thread (JSON). 3) LinkedIn carousel text. 4) Newsletter draft. Constrain to distinct tones for each platform."
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Prototypes
Color Contrast Check
Ensure accessibility.
"Check if #Foreground on #Background meets WCAG AA standards. If not, suggest the closest accessible alternative color codes."
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Prototypes
User Persona Gen
Know your audience.
"Create a detailed user persona for [Product]. Include demographics, psychographics, pain points, and "Jobs to be Done" statements."
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Landing Pages
SaaS Pricing Page
Convert visitors.
"Build a responsive pricing table with toggle (Monthly/Yearly), 3 tiers, highlighted "Popular" plan, and tooltips for feature details."
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Prototypes
Design System Tokenizer
Standardize UI values.
"Generate a JSON set of design tokens for a [Brand Style] brand. Include color palette (10 shades), typography scale, spacing units, and shadow elevations."
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Workflows
UX Audit & Redesign
Fix usability issues.
"Conduct a heuristic evaluation of [Interface Description]. Identify 5 usability issues based on Nielsen’s heuristics. Then, propose a redesign with specific UI changes to solve them."
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Automations
JSON Cleaner
Sanitize data.
"Write a script to recursively traverse a JSON object, remove all keys with null values, and normalize date strings to ISO 8601 format."
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Dashboards
Data Viz Recommender
Choose the right chart.
"Given this dataset [Dataset Description], recommend the 3 best visualization types to show trends and correlations. Explain why for each."
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Microservices
SQL to Mongo
Migrate queries.
"Translate this complex SQL query (Joins + Aggregates) into a MongoDB Aggregation Pipeline. Ensure logic is preserved."
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Pipelines
ETL Orchestrator
Robust data movement.
"Design a fault-tolerant ETL pipeline architecture. Source: High-velocity IoT data. Destination: Data Lake + Real-time Dashboard. Specify technologies (e.g., Kafka, Spark, ClickHouse) and handle backpressure."
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Pipelines
Knowledge Graph Builder
Connect information.
"Design a pipeline to build a corporate Knowledge Graph. Ingest documents (PDF/Docs), extract entities/relationships using NLP, and store in Neo4j."
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Automations
Bio Polisher
Improve profile copy.
"Rewrite this LinkedIn bio to be punchy, professional, and keyword-optimized for a [Role] position."
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Automations
Meeting Summarizer
Action items only.
"Extract key decisions, action items (with owners), and open questions from this meeting transcript. Format as a clean Markdown list."
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Workflows
Incident Postmortem
Learn from outages.
"Draft a blameless postmortem template for an outage. Sections: Timeline, Root Cause, Impact, Resolution, and Prevention Items."
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Microservices
Dynamic Pricing Engine
Optimize revenue.
"Architect a dynamic pricing engine for a marketplace. Inputs: Demand, Supply, Time, Weather. Output: Price multiplier. Optimize for conversion + margin."
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Automations
Cron Decypher
Read cron schedules.
"Explain this cron expression in plain English and predict the next 5 run times."
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Automations
Function Namer
Naming is hard.
"Suggest 5 distinct, descriptive names for a function that [does X], following "verb-noun" convention."
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Prototypes
Meta Tag Gen
SEO essentials.
"Generate SEO meta tags (Title, Description, OG Image, Twitter Card) for a page about [Topic]."
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Workflows
Jira Ticket Formatter
Better bug reports.
"Format this bug report into a clean Jira ticket structure: Summary, Steps to Repro, Expected vs Actual, Environment."
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Pipelines
Dockerfile Optimizer
Smaller, faster builds.
"Optimize this Dockerfile for build speed and image size. Implement multi-stage builds and layer caching strategies."
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Microservices
API Error Handler
Standardize errors.
"Design a standardized API error response schema (JSON) that includes error code, user-friendly message, and trace ID."
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Microservices
Redis Caching Strategy
Speed up APIs.
"Design a caching strategy for a [Type] API. Define: Cache-Aside vs Write-Through, TTL policies, and Eviction keys."
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Prototypes
Tech Stack Advisor
Make architectural choices.
"Compare Next.js vs Remix for a [Project Type]. List pros/cons for: Data Loading, Routing, and Deployment."
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Prototypes
Prompt Engineer
Refine AI inputs.
"Refine this LLM prompt. Use techniques like "Chain of Thought", "Few-Shot Prompting", and clear constraints to improve output quality."
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Microservices
Distributed Lock Manager
Prevent race conditions.
"Implement a distributed lock mechanism using Redis (Redlock algorithm). Handle edge cases: Lock expiry, client failure, and clock drift."
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Pipelines
Video Streaming Server
HLS & Transcoding.
"Build a video streaming server. 1) Accept upload. 2) Transcode to HLS (adaptive bitrate). 3) Serve via CDN. 4) Implement DRM protection."
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Prototypes
Real-time Collab Editor
OT/CRDT logic.
"Design the operational transformation (OT) or CRDT logic for a real-time collaborative text editor. Handle concurrent edits and conflict resolution."
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Automations
Self-Healing Infra
Auto-remediation.
"Design a self-healing system on Kubernetes. If a pod crashes > 3 times, trigger a rollback, alert on-call, and spin up a debug container to capture logs."
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Prototypes
AI Agent Orchestrator
Multi-agent systems.
"Build a multi-agent system where Agent A (Researcher) scrapes web data, Agent B (Analyst) processes it, and Agent C (Writer) produces a report. Manage state and handoffs."
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Pipelines
Compliance Guardrails
Automated governance.
"Create a CI/CD compliance step that scans code for PII patterns, checks dependency licenses against a whitelist, and blocks deployment if violations are found."
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Automations
Chaos Engineering Bot
Test resilience.
"Write a Chaos Monkey script. Randomly terminate EC2 instances, introduce network latency, and fill disk space to test system resilience."
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Prototypes
Voice Assistant
Voice-controlled UI.
"Prototype a voice-controlled assistant. 1) Browser Speech-to-Text. 2) NLP Intent classification. 3) Execute local command. 4) Text-to-Speech response."
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Prototypes
Algorithm Visualizer
See how it works.
"Create an interactive visualization of the A* Pathfinding algorithm. Allow user to place walls and start/end points."
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Integrations
Code Review Bot
Automated feedback.
"Build a GitHub Action that reviews PRs. Check for: Console logs, commented-out code, and lack of error handling. Comment on specific lines."
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Prototypes
Loading State Skeleton
Better UX than spinners.
"Create a shimmer loading skeleton for a complex dashboard card (Header, Chart area, 3 stats rows)."
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Prototypes
404 Page Art
Creative error pages.
"Design a creative 404 error page. Interactive canvas + particle effect + "Lost in Space" theme + home button."
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Prototypes
Markdown Editor
Split-pane preview.
"Build a browser-based Markdown editor with a live split-pane preview. Include syntax highlighting, local storage auto-save, and a "Copy HTML" button."
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Prototypes
Pomodoro Timer
Focus and break cycles.
"Create a focus timer app with customizable work/break intervals, a circular progress ring, audio notifications, and a daily stats summary."
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Prototypes
Expense Tracker
Personal finance log.
"Build a personal finance tracker where users can add expenses by category. Include a pie chart summary and a monthly budget progress bar."
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Prototypes
Weather Dashboard
Forecast visualization.
"Create a weather app that fetches data from an open API. Show current conditions, 5-day forecast, and change the background gradient based on the weather."
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Prototypes
Kanban Board
Drag-and-drop tasks.
"Build a drag-and-drop Kanban board for task management. Allow creating columns, adding cards, and editing card details with labels."
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Prototypes
Recipe Finder
Ingredient-based search.
"Create a recipe search app that filters by ingredients. Displaying results in a grid with calorie counts and cooking time."
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Prototypes
Habit Tracker
Daily streak logger.
"Build a habit streak tracker. Detailed calendar view, streak counter, and confetti animation when a daily goal is met."
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Prototypes
Quiz App
Interactive assessment.
"Create a multiple-choice quiz application. Include a timer per question, score tracking, and a final results summary with review mode."
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Prototypes
Unit Converter
Multi-unit tool.
"Build a multi-purpose unit converter (Length, Weight, Temperature). Feature a clean UI with instant conversion as you type."
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Prototypes
Password Generator
Secure string creator.
"Create a secure password generator with options for length, symbols, and numbers. Include a strength meter and one-click copy."
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Prototypes
Typing Speed Test
WPM calculator.
"Build a typing speed test app. Calculate WPM and accuracy in real-time, highlighting errors as the user types a provided paragraph."
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Prototypes
Music Sequencer
Beat maker grid.
"Create a simple step sequencer in the browser. Allow users to toggle beats on a grid for different instruments (kick, snare, hi-hat) and play the loop."
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Prototypes
Drawing Pad
Canvas sketch tool.
"Build a canvas drawing app. Include brush size/color picker, undo/redo functionality, and save as image."
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Prototypes
Currency Exchange
Live rate converter.
"Create a currency converter that fetches live rates. Showing a historical chart for the selected pair using a canvas charting library."
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Prototypes
Flashcard Deck
Spaced repetition.
"Build a study app with flip-card animations. Support creating decks and "Spaced Repetition" sorting (Hard/Medium/Easy)."
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Prototypes
BMI Calculator
Health metrics.
"Create a health calculator for BMI. Input height/weight with sliders, showing the result on a color-coded gauge."
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Prototypes
QR Code Generator
Shareable links.
"Build a tool that generates QR codes from text/URLs. Allow customizing the foreground/background colors and downloading the result."
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Prototypes
Voice Recorder
Audio capture.
"Create a simple voice memo app. Record audio from the microphone, visualize the waveform, and allow playback/download."
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Prototypes
Lap Stopwatch
Precise timing.
"Build a precise stopwatch with lap functionality. List lap times below and highlight the fastest/slowest laps."
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Prototypes
Snippet Manager
Code library.
"Create a library for saving code snippets. Syntax highlighting for languages, tag filtering, and search."
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Prototypes
Web Audio Player
Custom playback UI.
"Build a custom audio player. Playlist support, shuffle/repeat, waveform visualizer (canvas), and keyboard shortcuts."
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Prototypes
File Uploader
Drag-and-drop interface.
"Create a drag-and-drop file uploader. Show progress bars, file type icons, and preview images before "uploading" (mock)."
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Prototypes
Notification Feed
Activity stream.
"Build a notification feed UI. Group by app, swipe to dismiss, and "Mark all read" button."
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Prototypes
Settings Panel
Complex config UI.
"Create a complex settings page. Tabs (Account, Privacy, Notification), toggles, sliders, and nested menus."
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Prototypes
Comment Thread
Nested discussions.
"Build a nested comment thread component. Upvote/downvote, reply depth, and collapsible threads."
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Prototypes
Masonry Gallery
Dynamic image grid.
"Create a masonry layout image gallery. Lightbox view, filter by tag, and infinite scroll."
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Prototypes
Date Range Picker
Calendar selection.
"Build a custom date range picker. Dual calendars, quick select (Last 7 days, Month to date), and blocked dates."
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Prototypes
Rich Text Editor
WYSIWYG toolbar.
"Create a WYSIWYG editor toolbar. Bold, Italic, Link, List, and basic markdown support."
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Prototypes
Video Call UI
Conference interface.
"Build a video conference interface. Grid view of participants, mute/camera toggles, screen share indicator, and chat sidebar."
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Prototypes
Global Search
Command-K modal.
"Create a command-k style global search modal. Recent searches, categorized results, and keyboard navigation."
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Prototypes
3D Car Configurator
Interactive 3D model.
"You are a specialized 3D web developer. Build a car configurator using Three.js. Constraints: Single file, no build. Load a placeholder geometry (cube/sphere) representing the car. UI controls for paint color (change material), wheel type (change geometry), and environment lighting. Cinematic camera orbit."
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Prototypes
HFT Dashboard
High-frequency data.
"You are a data visualization expert. Build a high-frequency trading dashboard. Constraints: Use Canvas API for performance (no SVG charts). Simulate a WebSocket stream of 1000 updates/sec. Render a candlestick chart, order book depth, and trade history list without lag. Dark mode, monospace fonts."
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Prototypes
Physics Puzzle
2D gravity game.
"You are a game developer. Build a 2D physics puzzle game using Matter.js (via CDN). Constraints: Single HTML file. Create a "stacking" game where users drop shapes to reach a height. Realistic gravity, collisions, and win/loss states."
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Prototypes
Audio Spectrum
3D frequency viz.
"You are an audio engineer. Build a frequency spectrum analyzer. Constraints: Use Web Audio API. Input from microphone. Render a 3D bar graph using Three.js that reacts to bass/mid/treble frequencies. Neon/Cyberpunk aesthetic."
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Prototypes
Terminal Emulator
Browser-based shell.
"You are a systems programmer. Build a browser-based terminal emulator. Constraints: Specific command parsing (ls, cd, cat, echo). In-memory file system structure. Retro CRT effect with scanlines and screen curvature via CSS/Canvas."
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Prototypes
Generative Art
Flow field simulation.
"You are a generative artist. Build a flow field simulation. Constraints: HTML5 Canvas. Particle system that leaves trails based on Perlin noise (simulate noise function). Controls for noise scale, particle count, and color palette. "Save High-Res" button."
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Prototypes
Vector Map Viewer
Interactive cartography.
"You are a cartography dev. Build a vector tile map viewer (mocked). Constraints: SVG-based rendering of a city grid. Pan/Zoom interactions (scroll/drag). Clickable buildings showing metadata. Smooth transitions."
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Prototypes
Collab Whiteboard
Multi-user canvas.
"You are a websocket architect. Build a mock collaborative whiteboard. Constraints: Simulate multi-user cursors moving around. Drawing sync (mocked delay). Infinite canvas panning. Distinct user colors."
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Prototypes
Retro OS Desktop
Win95 style UI.
"You are a UI historian. Build a Windows 95 style desktop environment. Constraints: Draggable windows, Start menu, Taskbar. "Minesweeper" clone in a window. Bevelled grey buttons. Pixel-perfect font rendering."
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Prototypes
Crypto Exchange
Pro trading view.
"You are a fintech frontend lead. Build a professional crypto exchange trading view. Constraints: Split pane layout (Chart, Order Book, Trades, Order Form). Responsive grid. WebSocket connection simulation for all data panels. "Buy/Sell" rapid execution buttons."
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Prototypes
Cloud IDE
Code editor interface.
"You are a tooling engineer. Build a VS Code-like editor interface in the browser. Constraints: Sidebar file tree, tabbed editor area, minimap, status bar. Syntax highlighting logic (regex-based) for a sample language. Command palette (Ctrl+P) modal."
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Prototypes
Social Graph
Network visualization.
"You are a network scientist. Build a force-directed graph visualization of a social network. Constraints: D3.js (or similar logic implemented manually). Draggable nodes, elastic links. Zoom/Pan. Tooltip on hover with node details."
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Prototypes
Video Editor
Timeline interface.
"You are a multimedia dev. Build a non-linear video editor timeline. Constraints: Multi-track timeline (Video, Audio, Text). Draggable clips with snapping. Playhead scrubbing. Preview window. Zoomable timeline."
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Prototypes
Graphing Calculator
Math plotter.
"You are a mathematician. Build a graphing calculator. Constraints: Parse mathematical expressions. Plot 2D functions on a canvas grid. Zoom/Pan graph. History tape of calculations."
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Prototypes
Team Chat App
Real-time messaging.
"You are a messaging architect. Build a Slack clone UI. Constraints: Sidebar channels, thread view, emoji reactions, file attachment preview. Optimistic UI updates for sending messages."
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Prototypes
Checkout Flow
Conversion optimized.
"You are a conversion optimization expert. Build a multi-step checkout flow. Constraints: Address validation (mock), Credit card input formatting (Luhn check), Order summary accordion. Smooth step transitions. Mobile-optimized."
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Prototypes
Smart Home Hub
IoT control panel.
"You are an IoT specialist. Build a smart home control panel. Constraints: Floor plan view with interactive light/temp zones. Usage history charts. Schedule slider controls. Dark/Night mode toggle."
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Prototypes
Resume Builder
Live PDF editor.
"You are a career tech dev. Build a live resume editor. Constraints: Split screen (Form vs Preview). A4 PDF export layout. Draggable sections. Real-time preview update."
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Prototypes
Drum Machine
TR-808 sequencer.
"You are a sound designer. Build a TR-808 style drum machine. Constraints: 16-step sequencer grid. 8 tracks. BPM control. Swing slider. Web Audio API for synthesis (or sample playback)."
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Prototypes
Algorithm Viz
Sorting animation.
"You are a CS educator. Build a sorting algorithm visualizer. Constraints: Bars representing values. Animate Bubble, Merge, and Quick sort. Speed control. Step-by-step text explanation of current operation."
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Prototypes
Spreadsheet Engine
High-performance grid.
"You are a performance engineer. Build a web-based spreadsheet. Constraints: Virtualized scrolling for 100k rows. Formula parsing (=SUM, =AVG). Cell dependency graph for updates."
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Prototypes
City Builder
Isometric game.
"You are a game dev. Build a city building interface. Constraints: Three.js isometric view. Grid placement system. Resource counters. Day/Night cycle lighting."
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Prototypes
Type 1: Immersive Photo Essay
Vibe-first gallery.
"build a html website, Full-screen images + dark UI + minimal text + swipe gestures + subtle film grain + keyboard navigation."
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Landing Pages
Type 1: Neon Event Poster
One CTA, maximum mood.
"build a html website, Single poster layout + neon typography + glow accents + scroll snap sections + one strong CTA."
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Landing Pages
Type 1: Product Teaser
Simple and punchy.
"build a html website, Dark mode + bold headline + 3 feature cards + sticky CTA + micro-interactions + minimal copy."
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Landing Pages
Type 1: Restaurant Menu
Fast menu browsing.
"build a html website, Dark UI + menu category chips + smooth scroll anchors + photo tiles + sticky order CTA."
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Landing Pages
Type 1: Podcast Launch
Episodes + subscribe.
"build a html website, Dark UI + episode cards + animated waveform header + big play CTA + subscribe links."
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Landing Pages
Type 1: Changelog Timeline
Product updates page.
"build a html website, Dark UI + changelog timeline + tag filters + sticky subscribe CTA + subtle animations."
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Dashboards
Type 1: Finance Snapshot
KPI quick view.
"build a html dashboard, Dark mode + 4 KPI cards + tiny sparklines + one table + CSV export button."
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Prototypes
Type 1: Study Sprint
Focus flow.
"build a web app, Minimal UI + focus timer + checklist + motivational microcopy + celebratory completion state."
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Automations
Type 1: CSV Cleaner
One-shot data cleanup.
"write a python script, Load CSV + dedupe rows + standardize headers + output cleaned CSV + print summary stats."
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Pipelines
Type 1: Cohort Query
Retention table.
"write a SQL query, Monthly cohort retention table + clear column aliases + explain assumptions."
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Prototypes
Type 2: Single-File Portfolio
Interactive and polished.
"Build a single-file HTML portfolio. Must include: sticky nav, smooth scrolling, dark/light toggle saved to localStorage, and a contact section that uses a mailto link. Keep it responsive and accessible."
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Prototypes
Type 2: Swipe Gallery
Touch-first browsing.
"Build a responsive image gallery with swipe gestures on mobile, keyboard navigation on desktop, a lightbox viewer, and lazy-loading placeholders. Use only vanilla JS and CSS."
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Dashboards
Type 2: KPI Dashboard
Filters + export.
"Create a dashboard with mock data. Include: date range filter, segment filter chips, KPI cards, one chart, one table, and a CSV export button. Ensure the filters update URL query params."
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Landing Pages
Type 2: Landing Page Duo
Two variants, same content.
"Create two different landing page layouts for the same product copy (Variant A: minimal, Variant B: bold). Keep the same sections and CTAs, but change layout, typography, and visual hierarchy. Explain why each variant converts."
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Prototypes
Type 2: Search + Filters UI
Fast navigation pattern.
"Build a search + filters UI for a list of items. Include: debounced search, multi-select category filters, and sort dropdown. Persist state in the URL and make it keyboard accessible."
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Integrations
Type 2: OpenAPI From Notes
Spec from messy input.
"Given an informal API description, produce a clean OpenAPI 3.1 YAML. Include request/response schemas, error responses, auth, and 2 example curl commands per endpoint."
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Automations
Type 2: Email Drip Sequence
7-day onboarding.
"Write a 7-email onboarding drip sequence for a [Product]. For each email: subject line, preview text, key message, and one CTA. Make the tone consistent and progressively deepen value."
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Microservices
Type 2: Schema First Design
Tables + indexes.
"Design a Postgres schema for a [SaaS]. Include tables, primary keys, foreign keys, unique constraints, and indexes. Then provide example queries for the most common reads."
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Microservices
Type 2: Auth Flow Blueprint
Secure session plan.
"Design an auth flow for web + mobile using access/refresh tokens. Include token storage strategy, rotation, logout semantics, and a short threat model with mitigations."
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Workflows
Type 2: Bug Triage Pack
Repro + fix plan.
"Given a bug report, produce: minimal repro steps, suspected root causes ranked by likelihood, instrumentation to confirm, and a step-by-step patch plan with test cases."
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Prototypes
Type 3: Matrix Portfolio (Standalone)
Cinematic 3D portfolio.
"You are an elite creative front-end engineer and digital artist. Deliver ONE complete standalone HTML file. Constraints: Single-file HTML with all CSS and JavaScript inline. Static-hosting compatible (no backend, no build tools). Include these exact CDNs: <script src="https://cdn.jsdelivr.net/npm/@tailwindcss/browser@4"></script> <script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script> Design style: dark mode, neon accents, glass/HUD UI, smooth cinematic transitions, subtle glitch effects (tasteful). Three.js must be integrated into the layout as a living visual element (particles/depth) and react to scroll + pointer. Required sections: Hero, About, Skills (Finance/CA and Tech separated), Projects (3–6), Contact. Include performance safeguards (resize handling, reduced motion)."
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Landing Pages
Type 3: 3D Product Hero
Interactive launch page.
"You are an elite front-end engineer. Deliver ONE complete standalone HTML file. Use inline CSS/JS and static-hosting compatibility. Use Three.js as an interactive product hero: parallax camera, hover highlights, scroll-triggered scene transitions. Build a full landing page (Hero, Features, Pricing, FAQ, CTA). Dark mode + glassmorphism + motion design. Add accessibility (keyboard focus, reduced-motion)."
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Prototypes
Type 3: Cyberpunk Music Visualizer
Audio-reactive 3D.
"You are an elite creative coder. Deliver ONE complete standalone HTML file. Requirements: Web Audio API input (microphone + sample track fallback), Three.js scene with neon bars/particles reacting to bass/mid/treble, and UI controls for sensitivity + color palette. Integrate the visualizer into the page layout (not full-screen-only). Dark mode, cinematic transitions, tasteful glitch accents."
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Workflows
Type 3: Offline-First Notes App
Resilient local-first.
"You are a senior product engineer. Design and implement an offline-first notes app architecture. Requirements: IndexedDB persistence, conflict-safe sync model (assume later server), full-text search, tag system, and export. Deliver: data model, sync strategy, and a minimal working implementation outline with tests and edge cases."
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Pipelines
Type 3: ETL Pipeline (Idempotent)
Reliable data flow.
"You are a senior data engineer. Build an idempotent ETL pipeline design for [Source] -> [Warehouse]. Include: retries, dead-letter queue strategy, checkpointing, schema drift handling, and data quality checks. Provide a runnable minimal prototype (Python) with clear modules and a test plan."
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Microservices
Type 3: OAuth Service (Production)
Secure auth implementation.
"You are a security-first backend engineer. Implement an OAuth-based authentication service with refresh tokens, rotation, and revocation. Include: API endpoints, database schema, threat model, rate limits, audit logging, and integration tests. Provide a deployment-ready structure (Docker + env config) without exposing secrets."
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Dashboards
Type 3: Real-Time Fraud Signals
Streaming analytics.
"You are a staff engineer. Design a real-time fraud detection dashboard system. Inputs: event stream (logins, purchases). Output: risk score + alerts. Include: streaming architecture, feature computation, storage, and UI dashboard spec. Provide a minimal demo implementation plan with simulated streaming data."
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Pipelines
Type 3: Observability Stack
Logs, metrics, traces.
"You are a platform engineer. Design an observability stack for microservices: structured logs, metrics, and traces. Include: OpenTelemetry instrumentation approach, sampling, correlation IDs, dashboards, alerting rules, and a rollout plan. Provide minimal example code for one service."
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Automations
Type 3: Multi-Agent Research-to-Report
End-to-end workflow.
"You are an AI systems engineer. Build a multi-agent workflow: Researcher collects sources, Analyst extracts insights + data, Writer produces a polished report. Define state schema, tool boundaries, guardrails (hallucination checks), and retry strategy. Deliver: architecture diagram in text, data contracts, and a minimal runnable prototype outline."
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Workflows
Type 3: Checkout UX State Machine
Conversion + correctness.
"You are a senior frontend engineer. Design a checkout flow as a state machine (Cart -> Address -> Payment -> Review -> Complete). Include: validation rules, async failure handling, optimistic UI, and accessibility. Deliver: state chart, event list, and a reference implementation approach."
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Prototypes
Type 2: Perfect PWA Assets
Production-ready adaptive icons.
"Create a production-ready SVG favicon and PWA icon set optimized for modern browsers. Constraints: 1) MAXIMIZE VISIBILITY: Design must be edge-to-edge (no internal padding) to utilize full 100% viewport. 2) ADAPTIVE: Support Light/Dark mode via CSS media queries within SVG or separate files. 3) CLARITY: Use solid fills (not strokes) for legibility at 16x16px. 4) Deliverables: icon.svg (adaptive), icon-light.svg, icon-dark.svg, and a web app manifest snippet."
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Workflows
Agent OS: Repo-as-Operating-System Scaffold
Turn a repo into an OS.
"Create a lightweight “operating system” inside this repo. Outcome: persistent memory for an agent-run workflow. Constraints: no external services. Artifacts: /ops/state/kpis.json, /ops/state/pipeline.json, /ops/decisions.md, /ops/experiments/experiment-log.md, /ops/daily/day-01.md. Definition of done: files exist and are internally consistent."
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Automations
Agent OS: Daily Command Generator
Plan + assets in one run.
"Generate today’s “Daily Command” in repo files. Outcome: hour-by-hour plan plus copy/paste-ready execution. Constraints: 10 focused hours, ship/sell/learn loop. Artifacts: /ops/daily/today.md, /ops/outreach/sendlist.csv (20 rows), /ops/content/post.md, /ops/state/kpis.json (placeholders). Keep it concrete and runnable."
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Workflows
Agent OS: Pipeline State Machine
Leads as state, not vibes.
"Design a simple pipeline state machine for leads and implement it as JSON schema + examples in /ops/state/pipeline.json. Include stages, allowed transitions, required fields (last_contact, next_action, channel), and a daily routine for updating it. Output must be copy/paste-ready and enforceable by an agent."
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Pipelines
Agent OS: Experiment Log That Compounds
Hypotheses -> tests -> learnings.
"Create an experiment system inside the repo. Outcome: a repeatable loop that prevents re-deciding every day. Artifacts: /ops/experiments/experiment-log.md template + 3 filled example experiments. Constraints: include hypothesis, test, metric, result, decision, next step. Keep it short and operational."
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Automations
Agent OS: Sales Asset Factory
One asset per day.
"Produce a daily sales asset pack as files. Outcome: one publishable post + variations + CTA. Artifacts: /ops/content/post.md (primary), /ops/content/variations.md (10 rewrites), /ops/outreach/followups.md (5 follow-up messages). Constraints: proof-driven tone; specific outcome; no fluff."
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Workflows
Agent OS: Decision Ledger
Stop message drift.
"Create a decision ledger in /ops/decisions.md. Outcome: persistent “why” that prevents the agent from re-planning. Include a template (decision, context, options, choice, rationale, review date) and add 5 example decisions for a pre-launch product (positioning, ICP, pricing, onboarding, proof)."
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Workflows
Git Memory: Canonical Messaging File
One source of truth.
"Create /ops/messaging/canonical.md as the single source of truth for positioning. Include: one-liner, 10-second pitch, 3 proof points, 5 objections with answers, and a “do not say” list. Constraint: everything must be consistent. Goal: prevent drift across posts, DMs, landing pages."
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Workflows
Git Memory: Weekly Retrospective Pack
Learning in artifacts.
"Write a weekly retrospective template and generate Week 1 as an example. Artifacts: /ops/weekly/template.md and /ops/weekly/week-01.md. Include KPIs, what moved, what blocked, decisions, experiments to run next week, and a “kill list” of distractions. Make it operational, not motivational."
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Pipelines
Git Memory: KPI Definitions + Placeholders
Metrics without a dashboard.
"Create a KPI system as JSON. Artifacts: /ops/state/kpis.json with definitions, formulas, and daily values placeholders for the next 14 days. Include: visits, activation, retention, outreaches, replies, demos booked, pilots, revenue. Constraint: easy for an agent to update without ambiguity."
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Automations
Git Memory: Content Repurposing Library
One idea, many formats.
"Create /ops/content/repurpose.md: a library that turns one idea into a post, thread, newsletter, and Loom script. Include a template and one filled example based on “repo as operating system.” Keep each format short and tuned to its platform."
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Workflows
Git Memory: Playbook Generator
Turn wins into systems.
"Create /ops/playbooks/ with 3 playbooks: onboarding fix, sales outreach day, and demo day. Each playbook must include triggers, steps, artifacts to produce, and definition of done. Goal: convert repeated work into reusable instructions an agent can run."
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Workflows
Git Memory: Postmortem as a Repo Primitive
Failures become learning.
"Create a blameless postmortem system in the repo. Artifacts: /ops/incidents/template.md and /ops/incidents/incident-001.md (example). Include timeline, root cause, impact, resolution, prevention items, and “proof” (what checks/alerts would have caught it). Keep it short and actionable."
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Workflows
No Backend: Business CRM in Files
CRM without SaaS.
"Implement a minimal CRM using files only. Artifacts: /ops/state/pipeline.json (schema + sample leads) and /ops/state/activities.json (touches). Constraints: no UI, no DB, no external tools. Include a daily update routine and a query checklist (who to follow up today, stalled leads, next best actions)."
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Integrations
No Backend: Outreach Sender Script Skeleton
APIs as limbs.
"Create a Node script skeleton that reads /ops/outreach/sendlist.csv and sends messages via a generic HTTP API. Constraints: do not include secrets; read API keys from env vars; include dry-run mode and logging to /ops/daily/today.md. Deliver code + a clear config section with placeholder endpoints."
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Automations
No Backend: Email Sequence as Data Contract
Sequences that can be executed later.
"Create an email onboarding sequence as a JSON data contract. Artifact: /ops/outreach/onboarding-sequence.json with 7 emails (subject, preview, body, CTA, delayDays). Constraint: platform-agnostic so it can be executed via any provider later. Also generate a human-readable Markdown view."
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Landing Pages
No Backend: Landing Page Copy Pack
Ship copy before code.
"Generate a landing page copy pack as files only. Artifacts: /ops/landing/hero.md, /ops/landing/features.md, /ops/landing/faq.md, /ops/landing/cta.md, /ops/landing/social-proof.md. Constraint: consistent messaging; proof-driven; include 3 CTAs and 5 objections with answers."
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Workflows
No Backend: Support Inbox Triage Rules
Operations via rules.
"Create support triage rules in the repo. Artifacts: /ops/support/rules.md and /ops/support/macros.md. Include severity levels, response SLAs, and macro replies. Constraint: everything must be copy/paste-ready. Goal: an agent can categorize and draft responses without a ticketing system."
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Workflows
No Backend: Pricing Experiment Tracker
Pricing as experiments.
"Create a pricing experiment tracker in files. Artifacts: /ops/pricing/current.md, /ops/pricing/experiments.md, /ops/pricing/results.md. Include 3 pricing hypotheses, what to change on the page, what metric to watch, and when to roll back. Keep it practical and measurable."
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Workflows
Constraint Hack: Minimal Container Decider
Pick the smallest stack.
"Given a project idea, decide the smallest container needed: files-only repo, static HTML, or full framework. Produce /ops/architecture/decision.md with criteria: surface area, interactivity, persistence needs, integrations, risk. Include 3 example decisions: marketing OS, landing page, and SaaS dashboard."
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Prototypes
Constraint Hack: Files-First Prototype
Prototype without a framework.
"Produce a files-first prototype plan. Outcome: validate demand in 48 hours without building a backend. Deliver /ops/prototype/plan.md with: artifacts to create, distribution plan, success metrics, and what to build only if metrics hit. Keep it specific and timeboxed."
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Workflows
Constraint Hack: Migration Plan to a Framework
Earn the right to scale.
"Write a migration plan from files-only operating system to a full web app. Artifact: /ops/architecture/migration.md. Include triggers (when to migrate), data model, minimal API surface, and phased rollout. Constraint: preserve existing repo artifacts as the source of truth."
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Landing Pages
Constraint Hack: Static Page From Copy Pack
Turn words into a page.
"Take existing landing copy files in /ops/landing/ and generate a single standalone HTML landing page (no build tools). Constraint: keep sections and messaging consistent; include a single email capture form (mock) and a clear CTA. Output: /ops/landing/index.html."
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Pipelines
Constraint Hack: Proof Loop Checklist
Evidence beats vibes.
"Create a proof loop checklist that applies to both code and non-code work. Artifact: /ops/proof/checklist.md. Include: what counts as proof, how to verify, what artifacts must be present, and failure handling. Keep it short and enforceable."
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Automations
Constraint Hack: Decision-to-Artifact Prompt Contract
Prompts as contracts.
"Create a reusable prompt contract template that forces execution, not chat. Artifact: /ops/prompts/contract.md. Include sections: Outcome, Constraints, Artifacts (file paths), Proof required, Definition of done. Provide 3 filled examples: outreach day, landing copy pack, and experiment log update."
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Workflows
One-Word Repo: House Design Brief Pack
Design a home as artifacts.
"Create a “house design repo” operating system. Artifacts: /ops/house/requirements.md, /ops/house/constraints.md (budget, size, climate), /ops/house/floorplan-v1.md, /ops/house/materials.md, /ops/house/questions.md. Constraint: iterate versioned drafts; include a decision log entry for each revision."
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Workflows
One-Word Repo: Robot Build Plan
Robot project as repo memory.
"Create a robot build plan as repo artifacts. Output: /ops/robot/goals.md, /ops/robot/bom.md, /ops/robot/architecture.md, /ops/robot/test-plan.md, /ops/robot/risk-log.md. Constraint: everything must be reviewable and versioned; include next actions for a 2-week sprint."
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Workflows
One-Word Repo: Machined Part Spec
Manufacturing-ready spec.
"Create a machining part spec pack as files. Artifacts: /ops/part/requirements.md, /ops/part/dimensions.md, /ops/part/tolerances.md, /ops/part/material.md, /ops/part/inspection.md. Constraint: write it so a machinist could execute; include open questions and assumptions."
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Workflows
One-Word Repo: Community Launch OS
Run a community in a repo.
"Create a community operating system inside the repo. Artifacts: /ops/community/mission.md, /ops/community/rules.md, /ops/community/events.md (next 4), /ops/community/content-calendar.md (2 weeks), /ops/community/moderation.md, /ops/community/kpis.json. Constraint: keep it operational and measurable."
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Workflows
One-Word Repo: Event Production Runbook
Events without tools sprawl.
"Create an event production runbook in repo files. Artifacts: /ops/event/overview.md, /ops/event/run-of-show.md, /ops/event/vendors.md, /ops/event/budget.md, /ops/event/outreach.md, /ops/event/postmortem.md. Constraint: include timelines, owners, and checklists; make it copy/paste-ready."
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Workflows
One-Word Repo: Product Launch Command Center
Launch in artifacts.
"Create a launch command center as repo artifacts. Output: /ops/launch/checklist.md, /ops/launch/assets.md, /ops/launch/outreach.md, /ops/launch/faq.md, /ops/launch/support.md, /ops/launch/metrics.json. Constraint: everything must map to an action the agent (or human) can execute."
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Prototypes
Solid App Scaffolding
Production-grade layout with fixed shell.
"Create a production-grade Next.js app scaffolding with a "Frame vs. Canvas" layout architecture. Implement a fixed top navbar and fixed bottom footer that never scroll (using flex-shrink-0). The main content area should be the only scrollable region (flex-1 overflow-y-auto). Ensure the layout root uses flex-col h-screen to lock the viewport. This structure prevents "scroll chaining" and keeps navigation elements permanently accessible, similar to a native desktop application."
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Prototypes
OutcomeDev Design System
Philosophy, Themes, & Micro-interactions.
"Document the OutcomeDev Design System and Philosophy in a new file `/docs/design-system.md`. **Core Philosophy:** - **Outcome-First:** The UI is a bridge between intent and result. - **Evidence beats Vibes:** But vibes (aesthetics) build trust. The interface should feel precise, engineered, and "solid" (no layout shifts, smooth interactions). - **Frame vs. Canvas:** The app shell (sidebar, header, footer) is the "Frame" (fixed, reliable tools). The content area is the "Canvas" (fluid, scrollable outcome). **Theming Engine:** - **Technique:** Use CSS variables with `oklch()` for wide-gamut color support. - **Themes:** - *Matrix:* Green/Black high contrast (Code-centric). - *Neon:* Synthwave Pink/Blue (Creative). - *Sapphire:* Deep Blue/White (Professional/Trust). - **Implementation:** Define variables in `globals.css` under `@theme` blocks. Avoid hardcoded hex values. Use `bg-background`, `text-foreground`, `border-border` utility classes. **Micro-interactions (The "Magic"):** - **Logo Checkmark:** The OutcomeDev logo is alive. It periodically "redraws" its checkmark every 8 seconds, subtly reinforcing the concept of a "Verified Result" without needing user interaction. - **Prompt Input:** The "Embossed" look. In light/dark modes, use shadows to create depth. In new themes, use semi-transparent borders (`border-white/20`) and backdrop blur to create a "glass" effect that sits *above* the content. - **Sidebar Toggle:** When the sidebar closes, the branding doesn't disappear—it slides into the header (OutcomeDev logo appears next to the hamburger). When open, it lives in the sidebar. This ensures the brand anchor is never lost. - **Modal Swell:** Dialogs don't just appear; they scale up slightly (`scale-95` to `scale-100`) with a springy fade-in, making them feel like they are "swelling" into existence. - **Horizontal Scroll:** For wide content (like Git Diffs or Tables), use `overflow-x-auto` but hide scrollbars (`no-scrollbar` utility) where possible for a cleaner look, or style them to be minimal. - **Interchanging Text:** The "Ship [Workflow/Prototypes/Apps]" text in the Hero section cycles to show versatility. - **Fixed Anchors:** Legal/Docs links are pinned to the bottom (Footer) or top corners, providing a safety net that is always accessible. **Pitfalls & Workarounds:** - **Contrast:** `oklch()` lightness channels must be tuned per theme. A simple "invert" doesn't work. We manually adjusted `muted-foreground` for Matrix/Neon to ensure readability on blog/doc pages. - **Typography:** Markdown plugins (`prose`) often default to standard colors. We force `prose-headings:text-foreground` to respect the theme's palette. - **Mobile Safari:** The address bar shifting can break `h-screen`. We use `dvh` (dynamic viewport height) or fixed positioning strategies to ensure the "Frame" stays solid. Output this as a comprehensive design guide that a new developer could read to understand *why* things look the way they do."
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