F17 -- Local Issues Mapper

Maps neighborhood-level issues by aggregating local news, public records, and community feedback into actionable geographic intelligence.

Key Features

• Area-based analysis: Generate issue reports for specific neighborhoods, districts, or communities.
• Issue identification: Extract and categorize local concerns from provided context.
• Severity assessment: Rate each issue's severity and urgency.
• Demographic impact: Identify which population segments are most affected by each issue.
• Talking point generation: Produce ready-to-use talking points for each local issue.
• Priority ranking: Overall priority ordering across all identified issues.

Server Functions

Function	Endpoint	Description
analyze_local_issues	local-issues/analyze	Analyze an area for local issues
list_reports	local-issues/list	List past issue reports
get_report	local-issues/get	Retrieve a specific report

Issue Structure

Each identified local issue includes:

• Title: Short issue name
• Description: Detailed explanation of the issue
• Severity: Rating (critical, high, medium, low)
• Affected demographics: Population segments impacted
• Suggested talking points: Campaign messaging angles

Report Structure

A complete report includes:

• Area description: The geographic area analyzed
• Issues: List of identified issues with full details
• Overall priorities: Ranked list of the most important issues for the area

UI Components

• Local issues page (/local-issues): Area input form with generated issue reports.
• Issue cards: Expandable cards with severity badges, demographic tags, and talking points.
• Priority overview: Summary view ranking all issues by importance.
• Report history: Browse past analyses by area.

Database Tables

• local_issue_reports -- area description, issues (jsonb), priorities, timestamps