Code Review & Testing · IN-DEPTH PROFILE

prototype

Prototype creates throwaway code to answer one design or logic question.

Best for

Product teams resolving uncertain interactions

What you get

Test a state model + Compare UI directions

Main limitation

Prototype code intentionally omits production hardening, persistence, and broad edge-case coverage.

First risk

Prototype promoted to production. Throwaway shortcuts can become permanent. Label the artifact clearly and require a separate production review.

EVIDENCE FRESHNESS

Three checks, kept separate

A recent source check is not a runtime test or security audit.

Upstream sourceChecked 2026-08-20

Pinned revision · 885e2ca4

Open pinned commit
SkillSignal profileSource-grounded

Updated 2026-08-20

Runtime & securityNot independently verified

Source review does not certify behavior or safety.

30-SECOND BRIEF

What it does—and when it fits

Prototype creates throwaway code to answer one design or logic question. The upstream Skill chooses between an interactive logic/state prototype and several switchable UI directions, keeps setup minimal, exposes state after actions, and expects validated decisions to be captured before the prototype is deleted or folded into production code.

INSTALL BY AGENT

Choose your Agent

Paths come from official Agent docs or the universal installer behind skills.sh. Compatibility still follows this Skill's record.

Native

This Skill's current record explicitly names this Agent. Still inspect scripts, permissions, and external dependencies first.

Project scope.claude/skills/prototype/
Personal scope~/.claude/skills/prototype/

Use project scope for team sharing and personal scope across repositories. The installer defaults to project scope; add -g for personal scope.

Install command (project scope)npx skills add mattpocock/skills --skill prototype --agent claude-code
Official agent docs

Claude Code discovers custom Skill folders automatically at project or personal scope.

View path evidence

TYPICAL WORKFLOW

A practical workflow

01

Test a state model

Build a small interactive harness for difficult logic transitions.

02

Compare UI directions

Put meaningfully different visual options on one switchable route.

03

Capture the verdict

Record what the prototype proved before cleanup or production work.

THE TRADEOFFS

Advantages and tradeoffs

Notable strengths

  1. This profile is manually organized around the current upstream SKILL.md workflow.
  2. The capability boundary remains explicitly tied to mattpocock/skills.
  3. Core uses, limitations, and risks are separated for pre-install review.

Limitations

  1. Prototype code intentionally omits production hardening, persistence, and broad edge-case coverage.
  2. A convincing demo can still validate the wrong question if the initial branch is chosen poorly.

BEST FIT

Who it is for

Product teams resolving uncertain interactions

Engineers testing state or interface decisions

BEFORE YOU USE IT

Risks to review before use

Medium

Prototype promoted to production

Throwaway shortcuts can become permanent. Label the artifact clearly and require a separate production review.

Medium

Upstream instruction drift

Behavior can change with upstream updates. Record the commit used for important workflows and review updates before adoption.

SECURITY

What the permission profile means

  • Declared access remains governed by the current upstream SKILL.md and runtime requests.
  • Treat repository files, web content, and tool output as untrusted input.
  • SkillSignal has not independently executed or security-audited this package; external skills.sh labels are not SkillSignal certification.

Not a security certification. External ratings are attributed references. SkillSignal has not independently executed or security-reviewed this Skill.

INSIDE THE PACKAGE

Indexed files

SKILL.mdUpstream Skill instructionsSource-linked

TAGS

prototypeexperimentationui

Manually expanded from the current upstream SKILL.md and linked source at mattpocock/skills, checked 2026-08-19. This is an original summary, not an execution result or security certification.