Catalog
mattpocock/prototype

mattpocock

prototype

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.

NewUpdated Sep 9, 2026

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 on a single route, switchable via a URL search param and a floating bottom bar.

The two 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 both

  1. Throwaway from day one, and clearly marked as such. Locate the prototype code close to where it will actually be used (next to the module or page it's prototyping for) so context is obvious, but name it so a casual reader can see it's a prototype, not production. For throwaway UI routes, obey whatever routing convention the project already uses; don't invent a new top-level structure.
  2. Trivial to run. A UI prototype starts from one command in the project's task runner: pnpm <name>, python <path>, bun <path>, etc. A logic demo is a single HTML file the user double-clicks. Either way, no thinking required to start it.
  3. 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.
  4. Skip the polish. No tests, no error handling beyond what makes the prototype runnable, no abstractions. The point is to learn something fast.
  5. 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.
  6. Capture it when done. Fold any validated decision into the real code, then capture the prototype itself as a primary source: commit it to a throwaway branch, out of main, and leave a context pointer to that branch on the implementation issue. Capture the answer too (the verdict and the question it settled) in the issue or a commit. The main branch keeps only the validated decision.
Files4
4 files · 13.8 KB

Select a file to preview

Overall Score

88/100

Grade

A

Excellent

Grades are signals, not a certification. Always review a skill yourself before use.

Safety

88

Quality

89

Clarity

89

Completeness

86

Summary

This skill teaches AI agents how to build throwaway prototypes to answer design questions—either about logic/state (using a shareable HTML demo) or UI (using switchable variants). It provides clear branching logic to route users to the right prototype type (LOGIC.md or UI.md), detailed processes for each, and explicit rules about throwaway behavior, shareability, and capturing validated decisions.

Static Analysis Findings

1 finding

Patterns detected by deterministic static analysis before AI scoring. Hover over any finding code for detailed information and remediation guidance.

Credential Exposure
SEC-020Direct .env File Access

Direct .env file access

UI.md.env

Detected Capabilities

file creationroute/component generationinteractive HTML/JS authoringstate machine logic modelingUI variant comparisonURL parameter handlingbrowser-based testing

Trigger Keywords

Phrases that agents use to match this skill to user intent.

prototype logicsanity-check state modelui layout explorationdesign question answerthrowaway demovariant comparisonstate machine demo

Risk Signals

INFO

SEC-020 [credential-exposure] Direct .env file access referenced in UI.md

UI.md | Match: `.env`

Use Cases

  • Validate a state machine or data model before production by running an interactive button demo
  • Explore multiple UI layouts for a page without full implementation
  • Let non-developers (PMs, designers) interact with business logic to find edge cases
  • Quickly answer 'what should this look like?' with radically different visual options
  • Capture prototype decisions as primary source on throwaway branches before cleaning up main

Quality Notes

  • Excellent structural clarity: strong branching logic at the top immediately guides the user to the right prototype type
  • Comprehensive anti-patterns sections prevent common pitfalls that would undermine the prototype's value
  • Clear process breakdown (5–6 numbered steps per branch) makes the skill easy to follow sequentially
  • Emphasis on keeping logic modules pure and portable is a valuable best practice
  • Strong guidance on shareability (single HTML file, no build step) makes prototypes accessible to non-developers
  • Well-documented rules about capture and cleanup (commit to throwaway branch, keep main clean) prevent prototype code from rotting in production
  • Both sub-shapes (UI variants on existing vs. new page) are well-scoped and the decision tree is clear
  • Process emphasizes capturing the question upfront, which is a strong workflow discipline
Model: claude-haiku-4-5-20251001Analyzed: Sep 9, 2026

Reviews

Add this skill to your library to leave a review.

No reviews yet

Be the first to share your experience.

Version History

  1. v3.0

    Contract changed: description

    ✦ AILogic prototypes now built as shareable HTML files rather than terminal apps; UI prototypes remain multi-variant routes; revised deployment and artifact capture workflow.

    triggering2026-09-09

    LATEST
  2. v2.0

    Contract changed: description

    ✦ AIDescription simplified: removes activation triggers and scope details.

    triggering2026-06-28

    View This Version
  3. v1.0

    2026-05-07

    View This VersionInitial version

Use mattpocock/prototype in your dev environment

Command Palette

Search for a command to run...