IdeaCredIdeaCred

CyberJeshz/LinkNayan

50

Learning to build AI-powered mental health resource finder for Filipinos. Matches users with crisis hotlines, therapists & support groups. My first AI project (CS freshman).

What's novel

Learning to build AI-powered mental health resource finder for Filipinos. Matches users with crisis hotlines, therapists & support groups. My first AI project (CS freshman).

Code Analysis

10 files read · 3 rounds

A very early-stage CLI skeleton for a Philippine mental health resource finder that contains a keyword-based crisis detector, a thin OpenAI API wrapper, and well-structured JSON data files, but no actual user-facing functionality or resource matching logic.

Strengths

The JSON data files are well-organized and genuinely useful for the Philippine context, and the README is refreshingly honest about the project's incomplete state. The crisis detection supports both English and Tagalog keywords, showing cultural awareness.

Weaknesses

The core 'AI matching' feature doesn't exist — there's no logic connecting user input to resource recommendations, main.py is a stub, and the only real code is a substring keyword check and a single API call wrapper. There are bugs (unreachable except clause, wrong import path, inconsistent return types) and an offensive test string committed to the codebase.

Score Breakdown

Innovation
4 (25%)
Craft
44 (35%)
Traction
6 (15%)
Scope
53 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+1
Concept Novelty+1

Craft

Ci+0
Tests+0
Polish+0
Releases+0
Has License+0
Code Quality+10
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+0

Scope

Commits+5
Languages+3
Subsystems+5
Bloat Penalty+0
Completeness+6
Contributors+5
Authored Files+8
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

17

Contributors

1

Files

17

Active weeks

3

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License