Verified:Website 𝕏@InferenceActive GitHub

geo-infer-civ

Quantify civic engagement and policy impacts using geospatial and demographic data.

13|3|Updated May 13, 2025

Search Tags:#policy analysis #civic engagement #participatory mapping #community planning #equity assessment #spatial analytics

Ready to run

npx skills add https://github.com/ActiveInferenceInstitute/GEO-INFER --skill geo-infer-civ

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: geo-infer-civ
Source: https://github.com/ActiveInferenceInstitute/GEO-INFER/tree/main/GEO-INFER-CIV
Command: npx skills add https://github.com/ActiveInferenceInstitute/GEO-INFER --skill geo-infer-civ

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines civic engagement and participatory planning by providing tools to collect community input, facilitate collaborative decision-making, and analyze policy impacts.

Core Features & Use Cases

Civic Engagement Tracking: Measure meeting attendance, analyze public comments, and model voter turnout.
Participation Analysis: Score engagement quality, analyze demographic representation, and compute participation indices.
Policy Impact Assessment: Evaluate policies using cost-benefit analysis, stakeholder impact matrices, and equity scoring.
Use Case: A city planner can use this Skill to assess how well a new zoning proposal is being received by different demographic groups and identify potential equity concerns before implementation.

Quick Start

Analyze the representation of different demographic groups in the provided participation data.

Frequently Asked Questions about geo-infer-civ

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I measure demographic representation in public participation data?▼

Measure demographic representation by scoring engagement quality and computing participation indices from public comments and meeting attendance. This Skill analyzes demographic data to quantify civic engagement and identify equity gaps in community planning workflows.

Can I assess policy equity impacts using spatial analytics?▼

Assess policy equity impacts by applying spatial analytics and demographic data to stakeholder impact matrices. This Skill computes equity scoring to evaluate policies and quantify their effects on different demographic groups.

How do I facilitate participatory GIS for community planning?▼

Facilitate participatory GIS and community mapping by integrating spatial indexing with citizen science data. This Skill processes meeting attendance and voter turnout to support democratic spatial planning and collaborative decision-making.

What's the best way to analyze public comments for civic engagement tracking?▼

Analyze public comments by scoring engagement quality and calculating participation indices. This Skill quantifies civic engagement by processing public feedback alongside demographic data to support community planning and policy analysis.

Does this approach require spatial indexing to evaluate zoning proposals?▼

Evaluating zoning proposals uses spatial indexing and demographic data to model policy equity. This Skill integrates spatial indexing with data ingestion to assess how proposals are received by different demographic groups.