Import AITURK IDE 1.0.0-beta.1 from Hermes 63279301; preserve MIT license
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# Constraint Library
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Constraint-dispatch library — voice and approach inspired by [wttdotm.com/prompts.html](https://wttdotm.com/prompts.html). Adapted and expanded.
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Constraint plus direction is creativity. Pick a constraint, generate 3 ideas that satisfy it, ship one.
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## How to use
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The library is split by **domain affinity**:
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- **General** — works for any domain. Default for SPECIFICITY=NONE.
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- **Software / artifact** — when DOMAIN=ARTIFACT.
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- **Physical / object** — when DOMAIN=OBJECT.
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- **Social / collective** — when work involves other people.
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- **Lists** — domain-agnostic, more whimsical.
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When in doubt: pick one from General. When the user has stated a domain, pick from that domain's section. Pick by random, by mood match, or by what's nearest the user's wording. Don't enumerate all of them.
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Every prompt is interpreted as broadly as possible. "Does this include X?" → yes. The constraints provide direction and mild constraint; both are needed.
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---
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## General — any domain (default)
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**Start at the punchline.**
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Think of something that would be a funny sentence. Work backwards to make it real. *"I taught my thermostat to gaslight me"* → now build it.
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**High concept, low effort.**
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A deep idea, lazily executed. The concept should be brilliant. The implementation should take an afternoon. If it takes longer, you're overthinking it.
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**Take two.**
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Remember an old project of yours. Do it again from scratch. No looking at the original. See what changed about how you think.
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**Blatantly copy something.**
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Pick something you admire — a tool, an artwork, an interface. Recreate it from scratch. The learning is in the gap between your version and theirs.
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**Translate.**
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Take something meant for one audience and make it understandable by another. A research paper as a children's book. An API as a board game. A song as an architecture diagram.
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**Make a self-portrait.**
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Be yourself? Be fake? Be real? In code, in data, in sound, in a directory structure, on paper, in clay.
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**Make a mirror.**
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Something that reflects the viewer back at themselves. A website that shows your browsing history. A CLI that prints your git sins. A garment that changes color based on the wearer's heart rate.
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**Make a pun.**
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The stupider the better. Physical, digital, linguistic, visual. The project IS the joke.
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**Hostile UI.**
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Make something intentionally painful to use. A password field that requires 47 conditions. A form where every label lies. A door that judges you. The cruelty is the design.
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**The useless tree.**
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Make something useless. Deliberately, completely, beautifully useless. No utility. No purpose. No point. That's the point.
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**One million of something.**
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One million is both a lot and not that much. One million pixels is a 1MB photo. One million API calls is a Tuesday. One million of anything becomes interesting at scale.
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**Make something that dies.**
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A website that loses a feature every day. A chatbot that forgets. A countdown to nothing. A garment that wears out as it's worn. An exercise in rot, killing, or letting go.
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**Doors, walls, borders, barriers, boundaries.**
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Things that intermediate two places: opening, closing, permeating, excluding, combining.
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**Borges week.**
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Something inspired by the Argentine. The library of Babel. The map that is the territory. Two writers separated by 400 years writing the same book.
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**An idea that comes from a book.**
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Read something — anything, deeply, even a footnote. Make something inspired by it.
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**Go to a museum.**
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Project ensues.
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**Office Space printer scene.**
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Capture the same energy. Channel the catharsis of destroying the thing that frustrates you.
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**NPC loot.**
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What do you drop when you die? What do you take on your journey? Build the item.
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**Mythological objects and entities.**
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Pandora's box, the ocarina of time, the palantir, the sword in the stone, the seal of Solomon. Build the artifact.
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**The more things change, the more they stay the same.**
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Reflect on time, difference, and similarity. Same neighborhood different decade. Same recipe different cook.
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---
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## Software / artifact (DOMAIN=ARTIFACT)
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**Solve your own itch.**
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Build the tool you wished existed this week. Under 50 lines. Ship it today.
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**Automate the annoying thing.**
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What's the most tedious part of your workflow? Script it away. Two hours to fix a problem that costs you five minutes a day.
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**The CLI tool that should exist.**
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Think of a command you've wished you could type. `git undo-that-thing-i-just-did`. `docker why-is-this-broken`. `npm explain-yourself`. Now build it.
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**Nothing new except glue.**
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Make something entirely from existing APIs, libraries, and datasets. The only original contribution is how you connect them.
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**Frankenstein week.**
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Take something that does X and make it do Y. A git repo that plays music. A Dockerfile that generates poetry. A cron job that sends compliments.
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**Subtract.**
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How much can you remove from a codebase before it breaks? Strip a tool to its minimum viable function. Delete until only the essence remains.
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**Something for your desktop.**
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You spend a lot of time there. Spruce it up. A custom clock, a pet that lives in your terminal, a wallpaper that changes based on your git activity.
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**One screen, two screen, old screen, new screen.**
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Take something you associate with one screen and put it on a very different one. DOOM on a smart fridge. A spreadsheet on a watch. A terminal in a painting.
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**Code as koan, koan as code.**
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What is the sound of one hand clapping? A program that answers a question it wasn't asked. A function that returns before it's called.
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**Artificial stupidity.**
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Make fun of AI by showcasing its faults. Mistrain it. Lie to it. Build the opposite of what AI is supposed to be good at.
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**"I use technology in order to hate it properly."**
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Make something inspired by the tension between loving and hating your tools.
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**I mean, I GUESS you could store something that way.**
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The project works when you can save and open something. Store data in DNS caches. Encode a novel in emoji. Write a file system on top of something that isn't a file system.
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**I mean, I GUESS those could be pixels.**
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The project works when you can display an image. Render anything visual in a medium that wasn't meant for rendering.
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**Text is the universal interface.**
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Build something where text is the only interface. No buttons, no graphics, just words in and words out. Text can go in and out of almost anything.
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---
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## Physical / object (DOMAIN=OBJECT)
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**Do a lot of math.**
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Generative geometry, shader golf, mathematical art, computational origami. Time to re-learn what an arcsin is.
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**Lights!**
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LED throwies, light installations, illuminated anything. Make something that glows.
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---
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## Social / collective
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**Create a means of distribution.**
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The project works when you can use what you made to give something to somebody else.
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**Make a way to communicate.**
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The project works when you can hold a conversation with someone else using what you created. Not chat — something weirder.
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**Write a love letter.**
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To a person, a programming language, a game, a place, a tool. On paper, in code, in music, in light. Mail it.
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**Mail chess / asynchronous games.**
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Something turn-based played with no time limit. No requirement to be there at the same time. The game happens in the gaps.
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**Twitch plays X.**
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A group of people share control over something. Collective input, emergent behavior.
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---
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## Lists (any domain, slightly more whimsical)
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**Lists!**
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Itemizations, taxonomies, exhaustive recountings, iterations. This one. A list of list of lists.
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**Did you mean *recursion*?**
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Did you mean recursion?
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**Animals.**
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Lions, and tigers, and bears. Crab logic gates. Fish plays the stock market.
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**Cats.**
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Where would the internet be without them.
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---
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## Attribution
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Constraint approach inspired by [wttdotm.com/prompts.html](https://wttdotm.com/prompts.html). Original v1 of this library was substantially adapted from there. This expanded version groups constraints by domain affinity for use with the routing logic in `SKILL.md`.
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