hoangsonww/EstateWise-Chapel-Hill-Chatbot

Composite Lifestyle Scoring Engine

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#60 opened on Aug 14, 2025

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 (0 comments) (0 reactions) (1 assignee)TypeScript (21 forks)auto 404
backendchoreci/cddocumentationenhancementfrontendgood first issuehelp wantedquestiontesting

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Description

Summary Compute a 0–100 score per listing combining commute, amenities, and school signals with explainable breakdown.

Acceptance Criteria

  • Default weights: commute 60%, amenities 25%, schools 15%.
  • Each result includes score and breakdown { commute, amenities, schools }.
  • Caps/floors and tie-breaks documented; weights configurable via env or admin.

Tasks

  • Commute scaler (minutes vs. threshold)
  • Amenity distance scorer (nearest grocery/park/gym)
  • School zone/rating signal
  • Aggregation + rounding; deterministic ties
  • Unit tests for scoring math

Contributor guide

Research direction
Review the data models for commute, amenities, and schools in the codebase; then implement the scoring algorithm with default weights and ensure each component has its own scaler function. Write unit tests for edge cases like extreme values and tie breaking.
Tech stack
typescript
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
TypeScriptTesting
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70