LuckPicker

Category

Word, Prompt & Story Generators

Words, charades, Pictionary, trivia categories, story seeds, emoji stories.

Seven generators for word games, writing prompts and quiz nights. Three of them do something a general word list cannot, and those three are the reason this is a category rather than a single tool with filters.

The Pictionary generator rates words by how hard they are to draw rather than by how common they are, and those two measures come apart badly: 'justice' is one of the commonest words in English and one of the hardest possible rounds, while 'harmonica' is comparatively rare and takes about eight seconds. A frequency-weighted draw would hand you abstract everyday nouns constantly, which are the worst possible Pictionary words.

The Scattergories picker is deliberately non-uniform in the player's favour, weighting letters by roughly how many common English words begin with them. S comes up exactly 105 times more often than X — 11.2% against 0.11% — which turns a dead round from a once-every-twenty-six-draws event into a once-in-nine-hundred one. There is a switch to make it uniform so the trade is visible rather than assumed.

And two of them are combinatorial rather than selective. The story prompt generator and the emoji story generator do not draw from a list of outputs — they draw independently into slots and combine, which is why their output spaces run to thousands and hundreds of thousands respectively from lists of a couple of dozen items each.

Filtered draws over a corpus

The word generator applies a length band and an optional starting substring as a conjunction, then draws uniformly from the survivors. The pool count is displayed for the same reason it is displayed on the decision tools: filters compound, and a length band plus a starting letter can cut a two-hundred-word corpus to two.

The charades generator tags every prompt on two independent axes — category and difficulty — which makes their intersection a genuine selection rather than an artefact of how lists were filed. If the data were six category lists, then 'hard job' would return whatever the jobs list happened to contain; tagging both separately means the intersection means something, and the tool shows how narrow it is, because six categories by three difficulties splits thirty-four prompts into cells that sometimes hold one or two.

The trivia generator mixes two sampling models on purpose, which is the most instructive thing in this group. Categories are drawn without replacement, so no subject can swallow a quiz; difficulties are drawn with replacement, because two standard rounds in a row is what a real quiz looks like and forcing variety there would be a constraint no quizmaster wants.

Rating for the job rather than for frequency

These two tools are the argument for this category existing separately from the pickers. Both take a corpus that a general-purpose tool would draw from uniformly and apply a rating that reflects what the game actually needs.

Pictionary words carry a drawability score from one to five, assigned by how concrete and depictable the thing is. A rating of one is a house or a boat; a five is an abstract noun with no physical form where the only strategy is drawing a scene that implies it. Setting the slider to one leaves eleven of the thirty-eight words and a game that is over in ten seconds a round; setting it to five includes 'nostalgia' and produces the memorable games and the arguments.

The Scattergories weights are approximate counts of how many common English words start with each letter, applied through the same cumulative-sum walk the weighted picker uses. Uniform would give every letter 3.85% including X and Q, which over ten rounds drawn without replacement gives a 63% chance of at least one dead round. Weighted, X sits at 0.11%. Both options are available and both probabilities are printed, because a deliberately unfair draw has to show its working.

Combinatorial generation

The story prompt generator draws a character, a setting and a complication independently from three lists of sixteen, giving sixteen cubed — 4,096 — equally likely seeds. That independence is what produces the volume and it is also what produces the nonsense: the generator has no model of which characters suit which settings, so roughly one seed in five will not cohere, and redrawing a single slot is the working method rather than redrawing all three.

The emoji story generator draws into five narrative slots — who, where, what happens, the turn, and how it ends — each from its own twelve-option pool, for 248,832 combinations. Drawing per slot rather than pulling five emoji from one pool is the entire design: a single sixty-emoji pool drawn five times gives no character about forty-two percent of the time and produces a set rather than a sequence.

One honest limitation specific to the emoji tool: glyph designs differ between platforms enough to change what a symbol suggests, so the same draw genuinely tells a different story on Android and iOS. That is a limitation, an amusement, and something to know if a class is on mixed devices.

Why the corpora are small on purpose

Every list in this category is curated rather than exhaustive, and that is a decision worth defending rather than apologising for. A dictionary-complete word list is mostly inflections, technical vocabulary and proper nouns nobody would use in a game; a complete charades corpus would be a licensing problem; a complete trivia category list would be arbitrary in a different way.

The cost is real and it is stated on each page: a tool cannot draw something that is not on its list, and the blind spots in a hand-picked corpus are invisible from inside it. Where you want a draw over your own entries, the spinner wheel and the name picker take whatever you paste in.

The benefit is that the tags mean something. A word rated for drawability, a prompt tagged with both a category and a difficulty, a letter weighted by playability — none of those survive an open list, because nobody is going to rate an arbitrary addition and an unrated entry has to sit outside the filters or at some invented default.

It is also a page-weight decision. These lists are bundled into the client, so a corpus of thousands would be a larger download on a phone in exchange for options nobody uses. Every page in this category renders under a hundred kilobytes, which is the other reason the lists are the size they are.

What is in the pickers category instead

Two tools that would fit here mechanically live in the pickers category, and the boundary is worth explaining rather than leaving as an inconsistency.

The random letter generator is a uniform draw over twenty-six outcomes and the random emoji generator is a uniform draw over the Unicode set. Neither carries a game-specific rating, and the pickers hub already has an authored section covering both as fixed-list draws — moving them would have falsified that prose without improving anything.

The contrast is instructive in both directions: the letter generator is uniform because a general-purpose draw should be, and the Scattergories picker is weighted because a game should be. They are the same operation with different goals, which is exactly why they are separate tools rather than one tool with a checkbox.

Frequently asked questions

Why rate Pictionary words by drawability rather than frequency?

Because the two come apart badly. 'Justice' is extremely common and nearly undrawable; 'harmonica' is rarer and takes seconds.

Why is the Scattergories draw not uniform?

Because a uniform draw gives X and Q 3.85% each, which over ten rounds is a 63% chance of at least one dead round. The weighted version is fairer to the players.

Can I make it uniform?

Yes, there is a switch, and both sets of probabilities are printed so the trade is visible rather than assumed.

How many story prompts are possible?

4,096 — sixteen characters times sixteen settings times sixteen complications, all equally likely.

Why do some story seeds make no sense?

Because the three slots draw independently. About one seed in five will not cohere, and redrawing the slot that does not fit is the working method.

Why does the emoji story use narrative slots?

Because a single pool drawn five times gives no character about forty-two percent of the time. Slots guarantee one of each role every draw.

Why do the emoji look different on my device?

Every platform designs its own glyphs, and the differences are large enough to change what a symbol suggests. The same draw reads differently on Android and iOS.

Why are trivia categories drawn differently from difficulties?

Categories without replacement so no subject appears twice; difficulties with replacement because two standard rounds in a row is a normal quiz.

Why is the letter generator not in this category?

Because it is a uniform general-purpose draw and the pickers hub already covers it. The Scattergories picker is the game-specific weighted counterpart.