OpenClaw

human_test

human_test() — hire real humans to test any product. Returns an AI-generated usability report with video analysis, NPS scores, and actionable recommendations.

avivahe3260 来源安装数☆ 0 仓库 Starsv1.6.0

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install avivahe326/human-test

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

human_test() — Real Human Feedback for AI Products

AI agents cannot judge human perception, emotion, or usability. This skill lets you call real humans to test any product URL and get structured feedback back.

What it does

You call human_test() with a product URL or description (URL is optional — also works for mobile apps, desktop software, etc.)
AI auto-generates a structured test plan
Real human testers claim the task on the web platform
Each tester records their screen and microphone (up to 15 min) while completing a guided feedback flow — first impression, task steps, NPS rating
AI extracts key frames from each recording and uses vision AI to analyze usability issues, then aggregates all feedback into a structured report with severity-ranked findings

Setup

Option A: Hosted (zero setup)

Use the hosted version at https://human-test.work — no installation needed. Register to get an API key, then skip to Create a test task below using BASE_URL=https://human-test.work.

Option B: Self-hosted (auto-install)

human_test() can run locally. Before creating a task, check if the server is reachable:

curl -s BASE_URL/api/config

If the server is not running, install and start it:

npm i -g humantest-app
cd /tmp && humantest init --non-interactive && cd humantest && humantest start

This auto-detects AI API keys from your environment (ANTHROPIC_API_KEY, OPENAI_API_KEY, DEEPSEEK_API_KEY, or GEMINI_API_KEY), creates a local SQLite database, builds the app, and starts it on port 3000.

A default admin user is created automatically — no registration needed.

Set BASE_URL: Ask the user once for their preferred base URL. Default: http://localhost:3000

Quick start

Create a test task

curl -X POST BASE_URL/api/skill/human-test \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://your-product.com",
    "focus": "Test the onboarding flow",
    "maxTesters": 5,...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/avivahe326/human-test
Version: 1.6.0
Commit: 04b71ae687f8169da0051b723602ff428a1d9d04
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# human_test() — Real Human Feedback for AI Products

AI agents cannot judge human perception, emotion, or usability. This skill lets you call real humans to test any product URL and get structured feedback back.

## What it does

1. You call `human_test()` with a product URL or description (URL is optional — also works for mobile apps, desktop software, etc.)
2. AI auto-generates a structured test plan
3. Real human testers claim the task on the web platform
4. Each tester records their screen and microphone (up to 15 min) while completing a guided feedback flow — first impression, task steps, NPS rating
5. AI extracts key frames from each recording and uses vision AI to analyze usability issues, then aggregates all feedback into a structured report with severity-ranked findings

## Setup

### Option A: Hosted (zero setup)

Use the hosted version at **https://human-test.work** — no installation needed. Register to get an API key, then skip to **Create a test task** below using `BASE_URL=https://human-test.work`.

### Option B: Self-hosted (auto-install)

human_test() can run locally. Before creating a task, check if the server is reachable:

```bash
curl -s BASE_URL/api/config
```

If the server is not running, install and start it:

```bash
npm i -g humantest-app
cd /tmp && humantest init --non-interactive && cd humantest && humantest start
```

This auto-detects AI API keys from your environment (`ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, `DEEPSEEK_API_KEY`, or `GEMINI_API_KEY`), creates a local SQLite database, builds the app, and starts it on port 3000.

A default admin user is created automatically — no registration needed.

**Set `BASE_URL`**: Ask the user once for their preferred base URL. Default: `http://localhost:3000`

## Quick start

### Create a test task

```bash
curl -X POST BASE_URL/api/skill/human-test \
-H "Content-Type: application/json" \
-d '{
"url": "https://your-product.com",
"focus": "Test the onboarding flow",
"maxTesters": 5,...

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