Star200+

Tastemaker

REVIEW · 73
Community indexed

A Claude Code skill that grounds AI-generated UI in real reference images and a persistent per-developer taste profile, instead of generic AI-slop defaults.

Downloads0
Stars55
Version1.0.0
Quality76/100 · Strong
Trust73/100 · Sandbox only
Audit85/100 · Safe to try

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + Cursor + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add codeswithroh/tastemaker

Maintenance

fresh

3d since push

Risk

Safe to try

Quality score needs review

GitHub quality

55

76/100 quality · 81/100 trust

Coverage tags

CodingCoding agentsdesign-creativeclaude-codeui-design

Review notes

Quality score needs review · GitHub adoption: 55 GitHub stars

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
76

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
73

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Safe to try
85

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonCodexClaude CodeCursorOpenAgentSkill CLI

Stars

55 GitHub stars

Repo activity

55 stars, 3 forks

Maintenance

3d since push

License

MIT

Install

npx skills add codeswithroh/tastemaker

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Quality score needs review
  • GitHub adoption: 55 GitHub stars
  • Stars/forks activity: 55 stars, 3 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect source files

Suited agents

PythonCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add codeswithroh/tastemaker
Policy
review
Human review
yes

Trust and risk

Trust
73/100
Audit
85/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add codeswithroh/tastemaker
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Quality score needs review
  • GitHub adoption: 55 GitHub stars

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Agent safety v2

69/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • Quality score needs review

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add codeswithroh/tastemaker

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20Tastemaker%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Tastemaker%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/codeswithroh-tastemaker/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Tastemaker in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Tastemaker%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/codeswithroh-tastemaker/install
Install command: npx skills add codeswithroh/tastemaker
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/codeswithroh-tastemaker/install

LLM text format

/api/skills/codeswithroh-tastemaker/install?format=text

Find alternatives

/api/skills/search?q=Tastemaker&limit=3

Agent prompt

Use Tastemaker for this task. Review https://www.openagentskill.com/api/skills/codeswithroh-tastemaker/install, then install with: npx skills add codeswithroh/tastemaker

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/codeswithroh-tastemaker

LLM text

/api/registry/manifest/codeswithroh-tastemaker?format=text

Install alias

/api/registry/install/codeswithroh-tastemaker

Recommend

/api/registry/recommend?task=Use%20Tastemaker%20in%20an%20agent%20workflow&limit=3

Agent fit

75/100

Coding agents

Use-case tags

Coding agentsDesign and creativeGitHub automation

Platforms

Python, Claude Code, Cursor

Audit report

Safe to try · 85/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Companion skill for Coding agents

Shortlist this skill and compare it with close alternatives before production adoption.

75
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Coding agents

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 76/100 quality profile
  • 1 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

73
Trust score

GitHub adoption

CHECK

55 GitHub stars

Stars/forks activity

CHECK

55 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • GitHub adoption: 55 GitHub stars
  • Stars/forks activity: 55 stars, 3 forks; issue activity unavailable in current metadata
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

76
GitHub stars
55
Freshness
3d ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Create assets

Design and creative

I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Workflow fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Design, build, test, and ship interfaces

Frontend and UI

A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.

Operate and verify web apps

Browser QA agent

A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

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Overview

<div align="center"> <img src=".github/assets/banner.svg" alt="tastemaker" width="100%">

<p> <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-34D399?style=flat-square" alt="MIT License"></a> <a href="https://github.com/codeswithroh/tastemaker/stargazers"><img src="https://img.shields.io/github/stars/codeswithroh/tastemaker?style=flat-square&color=34D399&label=stars" alt="Stars"></a> <a href="CONTRIBUTING.md"><img src="https://img.shields.io/badge/PRs-welcome-047857?style=flat-square" alt="PRs welcome"></a> <img src="https://img.shields.io/badge/Claude%20Code-skill-34D399?style=flat-square" alt="Claude Code skill"> <a href="https://tastemaker-ai-skill.netlify.app"><img src="https://img.shields.io/badge/live-demo-047857?style=flat-square" alt="Live demo"></a> </p>

<p><b>A skill that gives AI real design taste, so the UI it builds does not look AI-generated.</b></p>

<p> <a href="#see-the-difference-not-just-the-claim">Before / after</a> &nbsp;·&nbsp; <a href="#quick-start">Quick start</a> &nbsp;·&nbsp; <a href="#why-ai-ui-all-looks-the-same">Why</a> &nbsp;·&nbsp; <a href="#can-i-not-just-tell-the-ai-to-write-the-decisions-down">Why not just prompt it?</a> &nbsp;·&nbsp; <a href="#what-is-verified-and-what-is-judgment">What is verified</a> &nbsp;·&nbsp; <a href="#what-you-get">Features</a> &nbsp;·&nbsp; <a href="#the-palette-generator">Palette generator</a> &nbsp;·&nbsp; <a href="#contributing">Contributing</a> </p>

<p><a href="https://tastemaker-ai-skill.netlify.app"><b>See it live and try the demo &rarr;</b></a></p> </div>

<br>

## What this is

Tastemaker is a skill for coding agents (Claude Code, Cursor, Windsurf). You install it once and forget it. Whenever you ask your agent to build or style a UI, tastemaker steps in and gives it a real design system to work from, instead of the generic defaults every model reaches for.

It is plain Markdown and small Python scripts. Everyth

Platform Compatibility

pythonFULL

Technical Details

Version
1.0.0
License
MIT
Last Updated
7/25/2026
Published
7/25/2026

Frameworks & Tools

Python

Decision snapshot

Companion skill

75
Ready
Shortlist
Stage

recent repository activity

Audit snapshot

Install review

Install and adoption review

85
Safe to try
Security
90/100
Maintenance
100/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Tastemaker, ready for a manual X post.

Curator note
Most coding agents don't fail from lack of model power. They fail when repo context disappears.

Tastemaker gives coding agents a repeatable way to plan, patch, review, or ship.

55 stars

https://www.openagentskill.com/skills/codeswithroh-tastemaker?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for Tastemaker:
https://www.openagentskill.com/skills/codeswithroh-tastemaker?ref=x

Install: npx skills add codeswithroh/tastemaker
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to codeswithroh but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/codeswithroh-tastemaker?metric=listed&label=Listed)](https://www.openagentskill.com/skills/codeswithroh-tastemaker)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/codeswithroh-tastemaker?metric=trust&label=Trust)](https://www.openagentskill.com/skills/codeswithroh-tastemaker)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/codeswithroh-tastemaker?metric=audit&label=Audit)](https://www.openagentskill.com/skills/codeswithroh-tastemaker/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/codeswithroh-tastemaker?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/codeswithroh-tastemaker)
Preview badge Open audit Creator Kit

Author

C

codeswithroh

@codeswithroh

Tags

claude-codeui-designskilltaste-profilereference-images

Platform Fit

Claude CodeCursor

Health Signals

GitHub stars
55
Quality score
47/100
Last GitHub push
Jul 25, 2026
Framework hints
1
OpenAgentSkill views
1
Install copies
0
Outbound clicks
0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Sandbox only

73
  • GitHub adoption55 GitHub starsCHECK
  • Stars/forks activity55 stars, 3 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance3d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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