技能详情（站内镜像，无评论）
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 370 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：良性 · OpenClaw ：可疑
Package：aiwithabidi/census
安全扫描（ClawHub）
- VirusTotal ：良性
- OpenClaw ：可疑
OpenClaw 评估
The skill's code and instructions mostly match its Census purpose, but there are clear inconsistencies around the declared API credential and unexpected filesystem access that don't add up.
目的
The script implements Census API endpoints (api.census.gov) appropriate for the skill's name and description. However, the package declares CENSUS_API_KEY as the primary credential but the code never actually uses that key when building requests (no 'key' param or auth header). The SKILL.md even describes the key as 'optional' while metadata marks it required — inconsistent.
说明范围
SKILL.md and Quick Start only instruct running the included script against the Census API (expected). The script contains a helper get_env() that will read an .env file from WORKSPACE or ~/.openclaw/workspace/.env if present — this file access is not documented in SKILL.md and the declared required config paths are 'none'. The get_env() helper is defined but never called, so the behavior is dead code today; nonetheless the presence of undocume…
安装机制
No install spec (instruction-only with a small Python script) and the script uses only Python stdlib and standard HTTPS calls. This is low-risk from an install mechanism perspective.
证书
The skill declares a single environment variable CENSUS_API_KEY (primary credential). The code does not consume that environment variable for API requests, and instead contains logic to look for env values inside a .env file under WORKSPACE or ~/.openclaw/workspace (WORKSPACE itself is read from environment). The declared env usage and actual env/file access are inconsistent — the skill asks for a credential it doesn't use and references addit…
持久
The skill does not request persistent/always-on presence (always:false). It does not modify other skills or system-wide settings in the provided code. No persistence/privilege escalation observed.
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Census」。简介：US Census Bureau — population, demographics, ACS data, economic indicators, and…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aiwithabidi/census/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: census
description: "US Census Bureau — population, demographics, ACS data, economic indicators, and geographic data."
homepage: https://www.agxntsix.ai
license: MIT
compatibility: Python 3.10+ (stdlib only — no dependencies)
metadata: {"openclaw": {"emoji": "📊", "requires": {"env": ["CENSUS_API_KEY"]}, "primaryEnv": "CENSUS_API_KEY", "homepage": "https://www.agxntsix.ai"}}
---
# 📊 Census API
US Census Bureau — population, demographics, ACS data, economic indicators, and geographic data.
## Requirements
| Variable | Required | Description |
|----------|----------|-------------|
| `CENSUS_API_KEY` | ✅ | Census API key (optional) |
## Quick Start
```bash
# ACS 5-Year estimates
python3 {{baseDir}}/scripts/census.py acs-5yr --get "NAME,B01003_001E" --for "state:*"
# ACS 1-Year estimates
python3 {{baseDir}}/scripts/census.py acs-1yr --get "NAME,B01003_001E" --for "state:*"
# 2020 Decennial Census
python3 {{baseDir}}/scripts/census.py decennial --get "NAME,P1_001N" --for "state:*"
# Population estimates
python3 {{baseDir}}/scripts/census.py population --get "NAME,POP_2022" --for "state:*"
# County Business Patterns
python3 {{baseDir}}/scripts/census.py cbp --get "NAME,ESTAB,EMP" --for "state:*" --naics "72"
# Poverty data
python3 {{baseDir}}/scripts/census.py poverty --get "NAME,B17001_001E,B17001_002E" --for "state:*"
# Median household income
python3 {{baseDir}}/scripts/census.py income --get "NAME,B19013_001E" --for "state:*"
# Housing data
python3 {{baseDir}}/scripts/census.py housing --get "NAME,B25001_001E,B25002_002E,B25002_003E" --for "state:*"
# List available datasets
python3 {{baseDir}}/scripts/census.py list-datasets --year "2022"
# List ACS variables
python3 {{baseDir}}/scripts/census.py list-variables
# List available geographies
python3 {{baseDir}}/scripts/census.py list-geographies
```
## Output Format
All commands output JSON by default.
## Script Reference
| Script | Description |
|--------|-------------|
| `{baseDir}/scripts/census.py` | Main CLI — all commands in one tool |
## Credits
Built by [M. Abidi](https://www.linkedin.com/in/mohammad-ali-abidi) | [agxntsix.ai](https://www.agxntsix.ai)
[YouTube](https://youtube.com/@aiwithabidi) | [GitHub](https://github.com/aiwithabidi)
Part of the **AgxntSix Skill Suite** for OpenClaw agents.
📅 **Need help setting up OpenClaw for your business?** [Book a free consultation](https://cal.com/agxntsix/abidi-openclaw)