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Baoyu Design Prototyping · qierkang | DecimalAI

design mediaby qierkang

Baoyu Design Prototyping

qierkang/baoyu-design-prototyping

Source qierkang/platform-project-skill ↗License MIT

Create and verify high-fidelity HTML prototypes, wireframes, interaction explorations, and design-system previews.

SkillScore77Maintained

Automatic

Design & UX Review pack

Last verified 9/26/2026

What it changes

Passed 15 of 19 test cases with the skill, and 6 of 19 without it.

Without skill32%

With skill77%

Checks it passed that the model alone missed

Prohibits invoking upstream installers
Directs formal image generation to Codex-native imagegen
Routes the production build request to frontend-development

and 13 more in the full report

10 fixed7 passed either way5 still failing0 broke

Pass-rate lift: +45 pp
Tokens: -35%
Agent turns: 0%
Response time: -8%

Model gemini-3.6-flashMeasured 9/26/2026v2 · latest is v317 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

This benchmark measured an earlier version of the skill.

A newer attempt on gemini-3.6-flash on 10/4/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/qierkang-baoyu-design-prototyping/SKILL.md https://app.decimal.ai/s/qierkang-baoyu-design-prototyping/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add qierkang-baoyu-design-prototyping, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/qierkang-baoyu-design-prototyping/ and pins it in .decimal/skills.lock

decimalai skills add qierkang-baoyu-design-prototyping

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/qierkang-baoyu-design-prototyping/SKILL.md https://app.decimal.ai/s/qierkang-baoyu-design-prototyping/SKILL.md

Raw file: /s/qierkang-baoyu-design-prototyping/SKILL.md ↗ · machine-readable summary at /s/qierkang-baoyu-design-prototyping.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

We need to test an interactive multi-step checkout screen flow in a local browser. What flag should be passed to scripts/util-select-agent-profiles.sh when setting up profiles for this interactive flow?

What was checked, without and with the skill
Checked	Without skill	With skill
Passes the flag --artifact prototype to scripts/util-select-agent-profiles.sh	Missed	Passed

case-18 · gemini-3.6-flash · 9/26/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md36 lines5 files

Baoyu Design Prototyping

This is a project-local, Codex-safe adaptation of JimLiu/baoyu-design. It preserves the upstream HTML design methodology while keeping this project's source stack, image pipeline, and approval gates authoritative.

Route First

Classify the requested artifact before writing:

wireframe: rapid structural exploration with 3-5 distinct approaches.
prototype: high-fidelity, interactive HTML for a concrete flow or screen family.
design-system: token, component, and state preview bound to the project design contract.
implementation: stop using this Skill and route to frontend-development plus the selected production UI Profile.
raster: stop using this Skill and route to the project image orchestration workflow.

Run scripts/util-select-agent-profiles.sh with --artifact wireframe|prototype|design-system when available. Load only the matching reference:

Every artifact: references/html-craft-standards.md
Wireframe or high-fidelity prototype: references/html-prototype-workflow.md
Design-system authoring or preview: references/design-system-binding.md
Every HTML deliverable: references/browser-verification.md

Hard Boundaries

Write prototypes only under docs/架构与设计/原型/<slug>/; never scatter them in the repository root.
Read existing code, docs/架构与设计/DESIGN.md, tokens, components, copy, and states before inventing a new visual language.
Existing brand and design-system rules outrank upstream examples and automatic suggestions.
Prototype HTML is review material, not production implementation. Do not replace the project's framework, build tools, dependencies, or source structure.
Do not use HTML, SVG, canvas, or screenshots as substitutes for required raster assets. Formal README images still use the project image pipeline and Codex-native imagegen.
Prefer self-contained HTML/CSS/JavaScript or existing project dependencies. External CDN/runtime dependencies require explicit approval and must be documented.
Do not invoke upstream installers, provider hooks, Figma/Canva publishing, external AI APIs, paid services, or global configuration.
Ask one focused confirmation round for scope, fidelity, design context, reference products, and variation count; do not repeat choices already recorded in the project design contract.
Preserve all prototype variants until the user chooses. Record approval separately; never infer approval from file existence.

Completion

Serve the prototype over localhost, inspect desktop and mobile layouts, exercise primary interactions and error states, check the browser console, and record the result in prototype-manifest.json. Only a user-reviewed artifact may be marked approved; implementation remains a separate task and gate.

Track record

Benchmark

15 / 19

test cases passed, vs 6 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 10/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

qierkang / platform-project-skill

assets/templates/omni-platform/.agents/skills/baoyu-design-prototyping/SKILL.md

View on GitHub ↗

License MITImported 10/3/2026Version v3Bundled 4 files

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

plannotator/html-prototypeDirect-invocation specialist for polished, responsive, self-contained HTML mockups and interactive prototypes grounded in the user's conversation, product context, and design language. Use when the user explicitly invokes html-prototype or the broad html skill routes a mockup or prototype request here. Do not activate independently from a general request. Treat a mockup as a noninteractive fidelity mode within this skill, not as a separate skill.Close match-25 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Baoyu Design Prototyping

Route First

Hard Boundaries

Completion

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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