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Agent Skill · 研究检索

hk-open-data(香港开放数据)

用于辅助数据整理、表格处理、CSV/Excel 分析、指标计算和图表准备。它适合让 Agent 清洗字段、汇总数据、发现异常、生成统计口径或把分析结果转成可读说明。使用时需要确认数据来源、字段含义和时间范围,避免把样本数据当全量事实;涉及敏感数据、导出文件或批量写回时,应先确认权限和脱敏边界。

hk-open-data 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 69,971。

总安装 214周安装 9GitHub Stars 1下载 75核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:hk-open-data(香港开放数据)
来源仓库:https://github.com/errchh/hk-open-data
仓库路径:skills/hk-open-data
安装命令:
npx skills add https://github.com/errchh/hk-open-data --skill hk-open-data
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/errchh/hk-open-data --skill hk-open-data

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

hk-open-data 用于辅助数据整理、表格处理、CSV/Excel 分析、指标计算和图表准备。适合清洗字段、汇总数据、发现异常、生成统计口径或把分析结果转成可读说明。使用时需要确认数据来源、字段含义和时间范围,避免把样本数据当全量事实;涉及敏感数据或批量写回时应先确认权限和脱敏边界。

通过 npx skills add 命令从指定仓库安装,需结合原始 README 核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

来源仓库内路径:skills/hk-open-data

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/errchh/hk-open-data --skill hk-open-data;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

hk-open-data 怎么安装?

在终端执行 npx skills add https://github.com/errchh/hk-open-data --skill hk-open-data。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

hk-open-data 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

hk-open-data 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

hk-open-data 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

hk-open-data 用的人多吗?

公开数据是累计安装 214 次,近一周安装 9 次,下载 75 次,GitHub 1 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

hk-open-data 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
hk-open-data

香港开放数据 · 本页

2141需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Hong Kong Open Data API

Official Documentation: https://data.gov.hk/en/help/api-spec

Overview

DATA.GOV.HK provides multiple APIs for accessing government open data. All APIs use GMT+8 timezone.

API Types:

  1. CKAN API - Dataset discovery and metadata
  2. Data Filtering API - Query and filter dataset resources
  3. Historical Archive API - Access historical versions
  4. Nearest Facilities API - Location-based queries

Language Endpoints

All CKAN APIs have language-specific endpoints:

LanguageEndpoint Pattern
Englishhttps://data.gov.hk/en-data/api/3/action/...
Traditional Chinesehttps://data.gov.hk/tc-data/api/3/action/...
Simplified Chinesehttps://data.gov.hk/sc-data/api/3/action/...

CRITICAL: Always choose the correct language endpoint for your users.

CKAN API (Dataset Discovery)

List All Datasets

import requests

# Get all dataset IDs (English)
response = requests.get("https://data.gov.hk/en-data/api/3/action/package_list")
datasets = response.json()["result"]

Parameters: limit (int, optional), offset (int, optional)

# Get first 10 datasets with pagination
response = requests.get(
    "https://data.gov.hk/en-data/api/3/action/package_list",
    params={"limit": 10, "offset": 0}
)

Get Dataset Metadata

# Get details of a specific dataset
dataset_id = "hk-td-tis_2-traffic-snapshot-images"
response = requests.get(
    "https://data.gov.hk/en-data/api/3/action/package_show",
    params={"id": dataset_id}
)
metadata = response.json()["result"]
resources = metadata["resources"]  # List of data files/URLs

List Data Categories

response = requests.get("https://data.gov.hk/en-data/api/3/action/group_list")
categories = response.json()["result"]
# Returns: ["city-management", "transport", "health", ...]

Get Datasets by Category

category_id = "transport"  # Use category ID from group_list
response = requests.get(
    "https://data.gov.hk/en-data/api/3/action/group_show",
    params={"id": category_id}
)
datasets = response.json()["result"]["packages"]

Category IDs: city-management, climate-and-weather, commerce-and-industry, social-welfare, development, education, legislature, employment-and-labour, environment, finance, food, health, housing, law-and-security, population, recreation-and-culture, information-technology-and-broadcasting, tourism, transport, miscellaneous

Data Filtering API

CRITICAL: Use v2 endpoint, not v1.

Endpoint: https://api.data.gov.hk/v2/filter

Method: GET with URL-encoded JSON query parameter

Query Structure

Columns are 1-indexed (not 0-indexed).

import requests
import urllib.parse
import json

query = {
    "resource": "http://www.cr.gov.hk/datagovhk/psi/ml_licensees.csv",
    "section": 1,  # Required if dataset has sections (default: 1)
    "format": "json",  # Options: csv (default), json, xml
    "filters": [
        [1, "eq", ["3983"]],        # Column 1 equals "3983"
        [2, "nct", ["2021"]],       # Column 2 does not contain "2021"
        [3, "gt", ["100"]]          # Column 3 greater than 100
    ],
    "sorts": [
        [4, "asc"],   # Sort column 4 ascending
        [7, "desc"]   # Then column 7 descending
    ]
}

# URL encode the JSON query
url = f"https://api.data.gov.hk/v2/filter?q={urllib.parse.quote(json.dumps(query))}"
response = requests.get(url)
data = response.json()

Filter Operators

Text Only:

  • eq - equals (1 operand)
  • ne - not equals (1 operand)
  • in - is in (2+ operands)
  • ni - is not in (2+ operands)
  • ct - contains (1 operand)
  • nct - does not contain (1 operand)
  • bw - begins with (1 operand)
  • nbw - does not begin with (1 operand)
  • ew - ends with (1 operand)
  • new - does not end with (1 operand)

Number Only:

  • lt - less than (1 operand)
  • le - less than or equal (1 operand)
  • gt - greater than (1 operand)
  • ge - greater than or equal (1 operand)
  • bt - between (2 operands)

Example - Multiple Values with "in":

query = {
    "resource": "...",
    "filters": [
        [2, "in", ["Kowloon", "Hong Kong Island", "New Territories"]]
    ]
}

Example - Range with "bt":

query = {
    "resource": "...",
    "filters": [
        [5, "bt", ["100", "500"]]  # Column 5 between 100 and 500
    ]
}

CRITICAL: Always include "section": 1 if the dataset has multiple sections. Check the dataset page or metadata to confirm.

Historical Archive API

Endpoint: https://app.data.gov.hk/v1/historical-archive/...

Note: Latest historical data is from yesterday (not today).

List Historical Files

response = requests.get(
    "https://app.data.gov.hk/v1/historical-archive/list-files",
    params={
        "start": "20230101",  # YYYYMMDD
        "end": "20231231",    # YYYYMMDD
        "category": "climate-and-weather",  # Optional
        "provider": "hk-hko",  # Optional
        "format": "csv",  # Optional: file extension
        "search": "temperature",  # Optional: keyword
        "order": "url",  # Optional: dataset-en, dataset-tc, resource-en, etc.
        "skip": 0  # Optional: pagination offset
    }
)
files = response.json()["result"]

List File Versions

response = requests.get(
    "https://app.data.gov.hk/v1/historical-archive/list-file-versions",
    params={
        "url": "http://www.cr.gov.hk/datagovhk/psi/ml_licensees.csv",
        "start": "20230101",
        "end": "20231231"
    }
)
versions = response.json()["result"]
# Note: Maximum 10,000 results returned

Download Historical File

response = requests.get(
    "https://app.data.gov.hk/v1/historical-archive/get-file",
    params={
        "url": "http://www.cr.gov.hk/datagovhk/psi/ml_licensees.csv",
        "time": "202301011230"  # YYYYMMDDHHmm
    }
)
# Response: 302 redirect to file download
# Follow redirect to get file content

Download Schema or Data Dictionary

# Schema
response = requests.get(
    "https://app.data.gov.hk/v1/historical-archive/get-schema",
    params={
        "url": "DATASET_URL",  # Dataset URL, not resource URL
        "date": "20230101"
    }
)

# Data Dictionary
response = requests.get(
    "https://app.data.gov.hk/v1/historical-archive/get-data-dictionary",
    params={
        "url": "DATASET_URL",
        "date": "20230101"
    }
)

Nearest Facilities API

Endpoint: https://api.data.gov.hk/v1/nearest-schools

response = requests.get(
    "https://api.data.gov.hk/v1/nearest-schools",
    params={
        "lat": 22.2812,  # WGS84 latitude
        "long": 114.1659,  # WGS84 longitude
        "max": 5  # Max results (optional, default: all, limit: 100)
    }
)
schools = response.json()["results"]
# Results ordered by distance ascending

Related Dataset: School Location and Information

Common Mistakes

MistakeFix
Using v1 Filtering APIUse https://api.data.gov.hk/v2/filter
0-indexed columnsColumns are 1-indexed
Missing section parameterIf dataset has sections, always include "section": 1
Wrong language endpointUse en-data for English, tc-data for Traditional Chinese, sc-data for Simplified Chinese
Quering today's historical dataHistorical data available starting from yesterday
Not following redirectsHistorical file download returns 302 redirect - follow it
String values for all filter operandsConvert numbers to strings: "100" not 100
Forgetting URL encodingAlways urllib.parse.quote(json.dumps(query))
Exceeding 10,000 result limitHistorical File Version API limits to 10,000 results

Workflow: Getting Started

  1. Discover datasets using CKAN package_list or group_show
  2. Get metadata using package_show to find resource URLs
  3. Query data using v2 Filtering API with proper filters and sections
  4. For historical data use Historical Archive APIs

Error Handling

# Filtering API returns HTTP 200 with JSON
response = requests.get(url)

if response.status_code == 200:
    data = response.json()
else:
    # Error details in JSON
    error = response.json()
    print(error.get("error", {}).get("message", "Unknown error"))

# Historical Archive API
# 200 - Success
# 302 - Redirect (for file downloads)
# 400 - Syntax error (check required parameters)
# 404 - File not available (for historical versions)

Provider IDs (Common)

Provider IDName
hk-dpoDigital Policy Office
hk-hkoHong Kong Observatory
hk-tdTransport Department
hk-fehdFood and Environmental Hygiene Department
mtrMTR Corporation Limited
hospitalHospital Authority

Full provider list: 90+ providers available in API documentation.

Quick Reference

TaskAPIEndpoint
List all datasetsCKAN/api/3/action/package_list
Get dataset metadataCKAN/api/3/action/package_show?id=...
List categoriesCKAN/api/3/action/group_list
Get datasets by categoryCKAN/api/3/action/group_show?id=...
Filter/query dataFilteringhttps://api.data.gov.hk/v2/filter?q=...
List historical filesArchive/v1/historical-archive/list-files?...
Get file versionsArchive/v1/historical-archive/list-file-versions?...
Download historical fileArchive/v1/historical-archive/get-file?...
Find nearest schoolsFacilities/v1/nearest-schools?lat=...&long=...

Real-World Example: Traffic Data

import requests
import urllib.parse
import json

# Step 1: Discover traffic datasets
response = requests.get(
    "https://data.gov.hk/en-data/api/3/action/group_show",
    params={"id": "transport"}
)
datasets = response.json()["result"]["packages"]

# Step 2: Get specific dataset metadata
dataset_id = "hk-td-tis_2-traffic-snapshot-images"
response = requests.get(
    "https://data.gov.hk/en-data/api/3/action/package_show",
    params={"id": dataset_id}
)
resources = response.json()["result"]["resources"]
resource_url = resources[0]["url"]

# Step 3: Filter the data
query = {
    "resource": resource_url,
    "section": 1,
    "format": "json",
    "filters": [
        [1, "eq", ["HIGHWAY"]],
        [5, "gt", ["2024-01-01"]]
    ],
    "sorts": [[3, "desc"]]
}

url = f"https://api.data.gov.hk/v2/filter?q={urllib.parse.quote(json.dumps(query))}"
response = requests.get(url)
traffic_data = response.json()

平台分布

Codex

35.52%
按下载量换算27

Claude

33%
按下载量换算25

Cursor

20.14%
按下载量换算15

Gemini CLI

8.85%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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