ai-behavior-trees-util…
Build a production behavior-tree runtime (Blackboard, action/condition leaves, sequence/selector/parallel composites, decorators) and a Utility AI system…
Build a playable prototype in about an hour to answer one question — is it fun? — with greybox primitives, a hard timebox, and explicit keep/kill criteria. Use when prototyping a mechanic, making a vertical slice or MVP, greyboxing/blockout, or judging throwaway vs keep.
$ npx -y skills add gamedev-skills/awesome-gamedev-agent-skills --skill prototype-fast --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/prototype-fastContext preview
The summary Claude sees to decide when to auto-load this skill.
Build a playable prototype in about an hour to answer one question — is it fun? — with greybox primitives, a hard timebox, and explicit keep/kill criteria. Use when prototyping a mechanic, making a vertical slice or MVP, greyboxing/blockout, or judging throwaway vs keep.
name: prototype-fast description: > Build a playable prototype in about an hour to answer one question — is it fun? — with greybox primitives, a hard timebox, and explicit keep/kill criteria. Use when prototyping a mechanic, making a vertical slice or MVP, greyboxing/blockout, or judging throwaway vs keep.
Get a mechanic into a player's hands fast to learn whether it's worth building. The output of a prototype is a **decision** (keep / kill / refactor), not a product. Optimize for learning speed, and decide up front whether the code is throwaway or load-bearing.
greyboxing a level or interaction, or de-risking an idea before committing real time.
**When *not* to use:** a timed competition with a deadline and a submission (use `game-jam`); shipping or updating a real release (use `steam-publish` / `itch-publish`); building the production version of a validated feature (use the engine/genre skill directly).
1. **Write the one question.** State the single thing the prototype must answer, e.g. *"Is grappling-while-falling satisfying to control?"* If you have two questions, build two prototypes. A prototype that tests everything tests nothing. 2. **Decide throwaway vs keep — before you write code.** Throwaway (a *spike*): hard-code, no architecture, delete after. Keep: still rough, but folder/names you can grow. Most prototypes should be throwaway; pretending otherwise is how prototypes rot into the shipping codebase. 3. **Set a hard timebox** (30-90 min for a mechanic; one sitting for a slice) and a visible timer. The constraint is the point — it forces you to test the *core* idea, not the trim. 4. **Greybox everything non-essential.** Primitives for art (boxes, circles, capsules), built-in fonts, one debug sound or none. Spend zero minutes on anything the question doesn't depend on. 5. **Instrument for the question.** Add on-screen debug text / gizmos that show the thing you are judging (speed, distance, timing window). You're measuring, not decorating. 6. **Playtest immediately and honestly.** Play it yourself, then hand it to one other person without explaining the controls. Watch where they struggle. 7. **Make the call against your kill criteria** (below). Keep → schedule the real build and *rewrite*, don't promote the spike. Kill → log the lesson and move on. Refactor → narrow the question and spike again.
QUESTION: The one thing this must prove (binary if possible). CORE VERB: The single action the player repeats. THROWAWAY?: yes -> hard-code freely, delete after. no -> minimal structure to grow. TIMEBOX: e.g. 60 min. Stop when it rings, even if unfinished. KEEP IF: observable signal that means "fun / worth building" (see kill criteria). KILL IF: observable signal that means "stop".
# Only the CORE VERB is real. Visuals are primitives; systems are stubs.
on update(dt):
read_input()
apply_core_mechanic(dt) # the ONLY thing you're testing — make this feel right
draw_primitive(player) # a box. not a sprite. not animated.
draw_debug_hud(speed, timing) # show the numbers you're judging
# enemies, menus, save, audio, art -> stubbed or absent until the verb proves outKEEP when, with placeholder art: - a fresh player does the core verb on purpose within ~30s, unprompted, and - you (or they) repeat the loop "one more time" without being asked. KILL when: - the verb only feels good after you explain it, or - making it fun needs systems far beyond the prototype's scope, or - you're adding art/levels to avoid admitting the verb is flat. REFACTOR when one variable is clearly off (too slow, window too tight) -> retune, retest.
prototypes/<idea-name>/ # separate folder or project, never imported by main game - hard-coded values, single file ok, magic numbers welcome - committed on a throwaway branch (or not at all) Rule: a "keep" decision authorizes a REWRITE in the real project, not a copy-paste of the spike. Prototype code carries prototype assumptions; shipping it ships the assumptions.
delay the verdict. Greybox until the verb is proven.
nothing gets cut. Decide the signal *before* you're attached to the code.
the question. Stub them.
with a fun origin story. Rewrite on a keep.
makes the spike expensive to delete. Use a separate folder/project.
player reveals more in two minutes than an hour of self-play.
(`godot-gdscript`, `phaser-core`, `love2d-core`, `unity-csharp-scripting`, …).
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Repo: gamedev-skills/awesome-gamedev-agent-skills
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