prototype
Skill0 starsChanged 53 days agoMITView on GitHub
Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
194 other projects use a version of this, 115 of them edited.
Adopted by
Most recently taken up by
- gaoyu06/harnessedited, first seen Nov 8, 2026
- Firzus/agent-skillstheir own version, first seen Nov 8, 2026
- ishandutta2007/Awesome-Claude-Skillstheir own version, first seen Nov 8, 2026
- domengabrovsek/agent-configedited, first seen Nov 8, 2026
- domengabrovsek/claudeedited, first seen Nov 8, 2026
- The-Vibe-Company/quivredited, first seen Nov 8, 2026
Used with
Projects with it also use playtest-report, soak-test and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
CoralGameSkillplaytest-report
Generates a structured playtest report template or analyzes existing playtest notes into a structured format. Use this to standardize playtest feedback collection and analysis.
Also in 12 projects that use this
lilangMaxSkillsoak-test
Generate a soak test protocol for extended play sessions. Defines what to observe, measure, and log during long play sessions to surface slow leaks, fatigue effects, and edge cases that only appear after sustained play. Primarily used in Polish and Release phases.
Also in 9 projects that use this
lilangMaxSkillteam-live-ops
Orchestrate the live-ops team for post-launch content planning: coordinates live-ops-designer, economy-designer, analytics-engineer, community-manager, writer, and narrative-director to design and plan a season, event, or live content update.
Also in 9 projects that use this
CoralGameSkillteam-polish
Orchestrate the polish team: coordinates performance-analyst, technical-artist, sound-designer, and qa-tester to optimize, polish, and harden a feature or area for release quality.
Also in 14 projects that use this
- +5 more from lilangMax
- +3 more from CoralGame
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 115
- mattpocock/skills★ 309k61% same
- QuivrHQ/quivr★ 40k61% same
- The-Vibe-Company/quivr★ 40k61% same
- GreyDGL/PentestGPT★ 16k45% same
- ArcReel/ArcReel★ 6.3k61% same
- withcoral/coral★ 4.9k61% same
- epicenter-md/epicenter★ 4.8k44% same
- EpicenterHQ/epicenter★ 4.8k44% same
- bestofjs/bestofjs★ 3.1k59% same
- CelestoAI/SmolVM★ 1.2k58% same
105 more not listed
Wrote their own version · 79
- emilkowalski/skill★ 55ksame name
- emilkowalski/skills★ 55ksame name
- Donchitos/Claude-Code-Game-Studios★ 27ksame name
- spree/spree★ 16ksame name
- usekaneo/kaneo★ 9.7ksame name
- podman-desktop/podman-desktop★ 8.1ksame name
- nightly-labs/openbot★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- plugin87/ux-ui-agent-skills★ 3.1ksame name
- leepokai/Codync★ 2ksame name
69 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository50 other files it gives its agents.
- AGENTS.mdAGENTS.md
- instructions/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- instructions/CLAUDE.mdCLAUDE.md
- author-skillSkill
- architectSkill
- arenaSkill
- astack-helpSkill
- astack-updateSkill
- brag-slimSkill
- bug-fixSkill
- claude-background-jobsSkill
- claude-routerSkill
- codex-background-jobsSkill
- create-verification-skillSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- full-sendSkill
- grillingSkill
- handoffSkill
- harden-prSkill
- hillclimbSkill
- howSkill
- implementSkill
- improve-codebase-architectureSkill
- investigationSkill
- multi-phase-planSkill
- no-commentsSkill
- open-prSkill
- orchestrateSkill
- perf-issueSkill
- principlesSkill
- refactoringSkill
- reflectSkill
- review-prSkill
- run-jobSkill
- ship-prSkill
- show-me-your-workSkill
- t3-previewSkill
- tddSkill
- teachSkill
- technical-writingSkill
- to-specSkill
- typescript-best-practicesSkill
- unslopSkill
- wayfinderSkill
- whySkill
- wizardSkill
- worktree-cleanupSkill
- writing-for-agentsSkill
The file
We split this skill into the rules it gives an agent
3 rules. 2 are common, 1 is distinctive, and 0 are very specific to this project.
2
Common
Most of the 179 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Common: line 25
Skip the polish: No tests, no error handling beyond what makes the prototype _runnable_, no abstractions.
- Common: line 26
Surface the state: After every action (logic) or on every variant switch (UI), print or render the full relevant state so the user can see …
- Distinctive: line 30
When another session will continue the exploration or implement the chosen direction, read handoff.
“Common” is measured: kept by at least 6 in 10 of the 179 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Prototype
A prototype is throwaway code that answers a question. The question decides the shape.
Pick a branch
Identify which question is being answered, using the user's prompt, the surrounding code, or by asking if the user is around:
- "Does this logic / state model feel right?" → LOGIC.md. Build a single shareable HTML file (free-play buttons plus tabbed guided walkthroughs) that pushes the state machine through cases that are hard to reason about on paper, and that a non-developer can drive.
- "What should this look like?" → UI.md. Generate several radically different UI variations in a running scratch copy of the app, switchable via a URL search param and a floating bottom bar.
- "Which behavior or timing works better?" Build the smallest isolated script that exercises the question and records comparable outputs or timings.
These branches produce very different artifacts, so getting this wrong wastes the whole prototype. If the question is genuinely ambiguous and the user isn't reachable, default to whichever branch better matches the surrounding code (a backend module → logic; a page or component → UI) and state the assumption at the top of the prototype.
Rules that apply to every branch
- Throwaway from day one, and clearly marked as such. Build throwaway in an isolated scratch dir, separate from production source. Name the artifact and identify the module or page it explores so the context is clear.
- Trivial to run. A logic demo is a self-contained HTML file. A UI prototype runs as UI.md describes. Deliver either through t3-preview, including its cleanup record. A behavioral experiment runs with one command.
- No persistence by default. State lives in memory. Persistence is the thing the prototype is checking, not something it should depend on. If the question explicitly involves a database, hit a scratch DB or a local file with a clear "PROTOTYPE, wipe me" name.
- Skip the polish. No tests, no error handling beyond what makes the prototype runnable, no abstractions. The point is to learn something fast.
- Surface the state. After every action (logic) or on every variant switch (UI), print or render the full relevant state so the user can see what changed.
- Verify on the matching surface. For a visual decision, check each variant in light and dark at desktop and phone width, following t3-preview's viewport and theme checks. Drive the interaction using t3-preview's browser route when available. If a theme or width can't be checked, report it as a blocker with the reason instead of handing over. For a behavioral or timing decision, observe the thing you are deciding by logging the timing, printing the output, or watching the render. Report checks that remain unverified.
- Capture it when done. Record the verdict, the question it settled, and a pointer to the prototype in the task record or spec. For a visual decision the user delegated, pick the variant that best answers the question and record it, with the reason, alongside the task's other decisions. Otherwise stop for the user's selection before editing real components. Hand the chosen direction to implement for authorized production work and normal verification. Archive branches and external issue updates follow the task's delivery scope.
When another session will continue the exploration or implement the chosen direction, read handoff. Link the prototype, the recorded selection or pending decision, and its preview cleanup record.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

