Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/ShipWithAI/shipwithai-pluginsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/plugins/shipwithai/shipwithai-plugins/mobile-ui-harness)<a href="https://agentmods.dev/plugins/shipwithai/shipwithai-plugins/mobile-ui-harness"><img src="https://agentmods.dev/badge/plugins/shipwithai/shipwithai-plugins/mobile-ui-harness/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/plugins/shipwithai/shipwithai-plugins/mobile-ui-harness"><img src="https://agentmods.dev/badge/plugins/shipwithai/shipwithai-plugins/mobile-ui-harness.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
shipwithai-mobile-ui-harness scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
{
"name": "shipwithai-mobile-ui-harness",
"version": "0.1.0",
"description": "Self-improving Compose Multiplatform UI harness for Claude Code. A render -> grade -> ratchet loop: inspection tests render every screen across a stress matrix, a deterministic Tier-1 asserter plus a vision evaluator grade them in a separate lane, and recurring findings ratchet into permanent gates via a compounding feedback ledger. Ships Konsist architecture rails and a setup skill that scaffolds it all into a project.",
"author": {
"name": "ShipWithAI",
"url": "https://shipwithai.io"
},
"homepage": "https://shipwithai.io/plugins/mobile-ui-harness",
"repository": "https://github.com/ShipWithAI/shipwithai-plugins",
"license": "MIT",
"keywords": ["claude-code", "compose-multiplatform", "kotlin", "android", "roborazzi", "konsist", "ui", "screenshot-testing", "evaluator", "design-review"],
"skills": [
"./skills/setup",
"./skills/mobile-design",
"./skills/konsist-architecture-tests"
],
"agents": [
"./agents/mobile-design-evaluator.md"
]
}
What it installs
The manifest is a name and a version. 2 skills, 3 commands, 1 agent travel with it, and installing the plugin installs all of them — 396 tokens a session between them. Each is measured on its own page, and each can be installed alone.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 22 lines scan A 39b123250630
shipwithai-mobile-ui-harness is a plugin published in the GitHub repository ShipWithAI/shipwithai-plugins (9 stars, last pushed 2mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other plugins, from other repositories
ios-all
All 11 iOS skills: swiftui-mvvm, uikit-mvvm, viper-uikit, tca-swiftui, swift-concurrency, gcd-operations, ios-testing, ios-security, ios-accessibility, ios-localization, ios-logging.
xcode-cli
Xcode CLI — Build, test, run, and manage Xcode projects from Claude Code.
rn-agents-kit
Audit-first agent skills for React Native maintenance: code-quality audit, New Architecture readiness, asset hygiene, project snapshot, device screen capture, Metro console capture, runtime QA routing, CI artifact inventory, EAS build profile resolution, and upgrade surface assessment.
maestro-mobile-validator
iOS and Android mobile app validation via Maestro flows with simulator management and CI patterns.
aco
Drive a live Appium session from Claude Code with the aco CLI — start/stop sessions, find elements, tap, swipe, type, screenshot, read page source, switch web contexts, and call platform mobile: extensions on iOS simulators/emulators and real devices.
agent-alchemy-tdd-tools
Agent Alchemy TDD Tools — Test Driven Development tools for AI agents.