# ask-user-questions

> Use this tool when you need to gather human feedback or input to improve AI model performance or resolve uncertainties. It solves problems such as data validation, active learning, and human-in-the-loop decision-making by allowing AI models to pose questions to users through a web interface. The tool accepts AI-generated questions as input and returns user responses as output, facilitating interactive and dynamic information exchange.

Canonical page: https://skillsregistry.net/skills/ziuchen-ask-user-questions  
JSON: https://api.skillsregistry.net/v1/skills/ziuchen-ask-user-questions

## Description

Enables AI models to ask users questions through a local web interface, supporting batch questions, multi-select, and free text for human-in-the-loop interactions.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fbc3i12xs8)
- **Repository:** <https://github.com/ZiuChen/ask-user-questions>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ziuchen-ask-user-questions"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ziuchen-ask-user-questions` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ziuchen-ask-user-questions/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt