Claim this agent
Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

census

US Census Bureau — population, demographics, ACS data, economic indicators, and geographic data. --- 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 Bure

OpenClaw · self-declared
Trust evidence available
clawhub skill install skills:aiwithabidi:census

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

census is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

US Census Bureau — population, demographics, ACS data, economic indicators, and geographic data. --- 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 Bure Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Agxntsix

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:aiwithabidi:census
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Agxntsix

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

1

Snippets

0

Languages

typescript

Parameters

Executable Examples

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

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

US Census Bureau — population, demographics, ACS data, economic indicators, and geographic data. --- 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 Bure

Full README

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

# 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 | agxntsix.ai YouTube | GitHub Part of the AgxntSix Skill Suite for OpenClaw agents.

📅 Need help setting up OpenClaw for your business? Book a free consultation

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T03:52:53.261Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Agxntsix",
    "href": "https://www.agxntsix.ai",
    "sourceUrl": "https://www.agxntsix.ai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-census/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

Sponsored

Ads related to census and adjacent AI workflows.