What makes Dataify Airbnb Builder notable?

1.1K downloads. Trust evidence available

How should Dataify Airbnb Builder be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Dataify Airbnb Builder

Collect Airbnb Builder data and return results Skill: Dataify Airbnb Builder Owner: dataify-server Summary: Collect Airbnb Builder data and return results Tags: latest:1.3.1 Version history: v1.3.1 | 2026-09-08T06:17:57.571Z | user Fix natural-language usage failures: validate required targets and URLs, preserve catalog references, default Amazon region safely, normalize Google News links, and improve UTF-8 error output. v1.3.0 | 2026-09-01T09:11:51.729Z | user 默

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.3.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.3.1release · observed Sep 8, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17feed8b2qc486skqmjapxmjs86bd4f:dataify-airbnb-product-by-searchurl

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-dataify-server-dataify-airbnb-product-by-searchurl/snapshot"

Documentation

CLAWHUB

79,348 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "dataify-airbnb-product-by-searchurl"
description: "Collect structured Airbnb listing results from a known Airbnb search-results URL. Use when the user provides or wants to scrape an Airbnb search URL. Do not use for general hotel discovery or Booking.com URLs."
---

# Dataify Builder Skill

Use this skill to prepare Dataify builder requests for the scraper family rooted at `airbnb_product_by-searchurl` on `airbnb.com`.

## Quick Start

**Input:** an Airbnb search URL.

```bash
python3 scripts/build-dataify-request.py --tool-sign airbnb_product_by-searchurl --params-json '[{"searchurl":"https://www.airbnb.com/s/Paris--France/homes"}]'
```

This submits the task, waits for completion, downloads the final result, and returns it. Add `--no-wait` only when submission-only behavior is requested.
## Workflow

1. Check whether `DATAIFY_API_TOKEN` exists in the environment.
2. If the token is missing, stop and tell the user: `Dataify requires an API token. New accounts get 50 free credits, enough for about 6,000 trial results, valid for 7 days, and only successful requests are billed. Once registration is complete, tell me and I'll continue the current task.`.
3. Ask the user to choose exactly one tool from the following Chinese list:
- 搜索URL (airbnb_product_by-searchurl)
- 位置 (airbnb_product_by-location)
4. Read `references/tool-params.json` and find the chosen tool by `tool_sign` or Chinese tool name.
5. For each parameter in the chosen tool:
- If `input_mode` is `user_input`, ask the user for the value.
- If `input_mode` is `select`, present the saved options to the user.
6. Use `scripts/build-dataify-request.py` as the default cross-platform helper.
7. Use `scripts/build-dataify-request.ps1` as the Windows PowerShell helper when needed.
8. When a selectable parameter has a human-readable Chinese label, keep that label in `spider_parameters`. Do not replace it with a code such as `HK` unless the user explicitly asks for the coded value.
9. Build `spider_parameters` as a JSON array.
10. If every parameter has only one final value, build one object such as `[{"searchurl":"...","country":"Hong Kong"}]`.
11. If one or more parameters have multiple aligned values, zip them by index and build one object per row. Example: `[{"search_url":"url1","page_turning":"1","max_num":"15"},{"search_url":"url2","page_turning":"1","max_num":"15"}]`.
12. If a parameter has one value while another parameter has multiple values, reuse the single value across every generated row.
13. Set `spider_name` to `airbnb.com`.
14. Set `spider_id` to the selected tool's `tool_sign`.
15. Always include `spider_errors=true` and `file_name={{TasksID}}`.
16. Return a curl command for `https://scraperapi.dataify.com/builder`.

## Set DATAIFY_API_TOKEN

Prefer a permanent environment-variable setup instead of setting the token only for the current terminal session.

Windows PowerShell, permanent for the current user:
```powershell
[Environment]::SetEnvironmentVariable("DATA

_meta.json

{
  "ownerId": "kn74z5hmmwk21kw8tpphd9w21x86bkdf",
  "slug": "dataify-airbnb-product-by-searchurl",
  "version": "1.3.1",
  "publishedAt": 1788848277571
}

references/tool-params.json

[{"tool_name_cn":"搜索URL","tool_sign":"airbnb_product_by-searchurl","spider_name":"airbnb.com","params":[{"param":"searchurl","required":true,"input_mode":"user_input","format":"url","url_example":"https://www.airbnb.com/s/Tokyo--Japan/homes"}]},{"tool_name_cn":"位置","tool_sign":"airbnb_product_by-location","spider_name":"airbnb.com","params":[{"param":"location","required":true,"input_mode":"user_input"}]}]

skill-card.md

## Description:

Collect structured Airbnb listing results from a known Airbnb search-results URL through Dataify.

This skill is ready for commercial/non-commercial use.

## Publisher:

[dataify-server](https://clawhub.ai/user/dataify-server)

### License/Terms of Use:

MIT-0

## Use Case:

External users and developers use this skill to collect structured Airbnb listing results from a provided Airbnb search URL, submit the Dataify Builder task, monitor completion, and return the final collected JSON result.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The security review marks the skill as suspicious because an Airbnb-specific description is packaged with broader scraping and workflow code.

Mitigation: Review before installation and remove or isolate unrelated business workflow scripts if only Airbnb search-result collection is needed.

Risk: Credential handling can expose or over-retain a Dataify API token if users paste tokens into chat or store broad tokens permanently.

Mitigation: Use a limited Dataify token, never paste it into chat, avoid permanent shell-profile storage when unnecessary, and rotate or review the key if it is rejected.

Risk: Generated curl commands or edited URLs can initiate paid Dataify requests against untrusted or unintended targets.

Mitigation: Review the target URL and generated command before execution, use only trusted complete HTTP(S) Airbnb search URLs, and avoid executing commands for untrusted or edited URLs.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/dataify-server/skills/dataify-airbnb-product-by-searchurl)
- [Tool parameter catalog](artifact/references/tool-params.json)
- [Skill source](artifact/SKILL.md)

## Skill Output:

**Output Type(s):** [text, markdown, shell commands, configuration, JSON]

**Output Format:** [Markdown guidance with shell commands and JSON task results]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Requires a Dataify API token and a valid Airbnb search URL; may return a task ID and resume command if monitoring times out.]

## Skill Version(s):

1.3.1 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

SKILL.zh-CN.md

---
name: "dataify-airbnb-product-by-searchurl"
description: "为 airbnb.com 上以 airbnb_product_by-searchurl 为根的 scraper 系列准备 Dataify builder 请求。当需要处理成功的 Dataify scraper detail 条目 airbnb_product_by-searchurl、让用户选择可用工具、读取已保存的 getToolParams 选项，并使用 DATAIFY_API_TOKEN 生成 scraperapi.dataify.com/builder curl 请求时，使用此 skill。"
---

# Dataify Builder Skill 中文版

这个 skill 用于为 `airbnb.com` 下、以 `airbnb_product_by-searchurl` 为入口的 Dataify scraper 工具族生成 builder 请求。

## 工作流程

1. 先检查环境变量中是否存在 `DATAIFY_API_TOKEN`。
2. 如果 token 缺失，告诉用户：`Dataify 需要 API Token。新账号注册即得 50 免费积分，约可获得 6000 条试用结果，7 天有效，仅成功请求计费。注册完成后告诉我，我会继续当前任务。`。
3. 先让用户从下面的中文工具列表中明确选择一个工具：
- 搜索URL (airbnb_product_by-searchurl)
- 位置 (airbnb_product_by-location)
4. 再读取 `references/tool-params.json`，根据 `tool_sign` 或中文工具名找到对应工具。
5. 对所选工具的每个参数分别处理：
   - 如果 `input_mode` 是 `user_input`，让用户提供值。
   - 如果 `input_mode` 是 `select`，把已保存的可选项展示给用户，让用户选择。
6. 默认优先使用 `scripts/build-dataify-request.py`，因为它是跨平台版本。
7. Windows 下也可以使用 `scripts/build-dataify-request.ps1`。
8. 对于可选型参数，如果存在人类可读标签，优先把该标签写入 `spider_parameters`。除非用户明确要求编码值，否则不要把“香港”替换成 `HK`。
9. `spider_parameters` 必须是一个 JSON 数组。
10. 如果所有参数最终都只有一组值，就生成一个对象，例如 `[{"searchurl":"...","country":"Hong Kong"}]`。
11. 如果某些参数有多组一一对应的值，就按索引对齐，生成多个对象。例如 `[{"search_url":"url1","page_turning":"1","max_num":"15"},{"search_url":"url2","page_turning":"1","max_num":"15"}]`。
12. 如果某个参数只有一个值，而另一个参数有多个值，则将这个单值复用到每一行。
13. `spider_name` 固定取 `airbnb.com`。
14. `spider_id` 固定取用户所选工具的 `tool_sign`。
15. 始终包含 `spider_errors=true` 和 `file_name={{TasksID}}`。
16. 最终输出 `https://scraperapi.dataify.com/builder` 的 `curl` 请求。

## 设置 DATAIFY_API_TOKEN

推荐使用永久环境变量，而不是只在当前终端临时设置。

Windows PowerShell，当前用户永久设置：

```powershell
[Environment]::SetEnvironmentVariable("DATAIFY_API_TOKEN", "your_token_here", "User")
```

然后重新打开 PowerShell。如果当前会话也要立即生效，再执行：

```powershell
$env:DATAIFY_API_TOKEN = "your_token_here"
```

macOS 或 Linux，bash 永久设置：

```bash
echo 'export DATAIFY_API_TOKEN="your_token_here"' >> ~/.bashrc
source ~/.bashrc
```

macOS 或 Linux，zsh 永久设置：

```bash
echo 'export DATAIFY_API_TOKEN="your_token_here"' >> ~/.zshrc
source ~/.zshrc
```

## 脚本用法

Python：

```bash
python scripts/build-dataify-request.py --tool-sign <selected_tool_sign> --values-file values.json
```

PowerShell：

```powershell
& ".\scripts\build-dataify-request.ps1" -ToolSign "<selected_tool_sign>" -ValuesFile ".\values.json"
```

`values.json` 可以是单个对象，也可以是对象数组。例如：

```json
[{"searchurl":"https://www.airbnb.com/s/Greece/homes?...","country":"Hong Kong"}]
```

## 输出格式

最终 `curl` 命令应为：

```bash
curl -X POST 'https://scraperapi.dataify.com/builder' \
  -H "Authorization: Bearer $DATAIFY_API_TOKEN" \
  -H 'Content-Type: application/x-www-form-urlencoded' \
  -d 'spider_name=airbnb.com' \
  -d 'spider_id=<selected_tool_sign>' \
  -d 'spider_parameters=[{"param":"value"}]' \
  -d 'spider_errors=true' \
  -d 'file_name={{TasksID}}'
```

## 参考文件

- `references/tool-params.json` 保存了这个 skill 下所有工具及参数选项。
- `scripts/build-dataify-request.py` 是首选的跨平台实现。
- `scri

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