ANU5565/HirePilot-Agent

AI-powered HR screening agent built with n8n that automates resume analysis, ATS scoring, and candidate communication.

What's novel

AI-powered HR screening agent built with n8n that automates resume analysis, ATS scoring, and candidate communication.

Code Analysis

6 files read · 4 rounds

An n8n workflow JSON that collects job applications via a form, extracts resume text from PDFs, asks Gemini to score the resume against a hardcoded job description, and sends a rejection or screening email based on a 0.7 threshold.

Strengths

The n8n workflow is a functional end-to-end pipeline that demonstrates a practical use case for LLM-assisted HR screening, and the structured output parser ensures consistent JSON responses from the LLM.

Weaknesses

The project contains zero actual source code (agent.py is empty), no tests, no error handling, hardcoded credentials and job descriptions, and the 'AI' component is a single prompt with no custom logic, algorithms, or meaningful engineering depth.

Score Breakdown

Innovation

2 (25%)

Craft

34 (35%)

Traction

6 (15%)

Scope

23 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+0

Concept Novelty+0

Craft

Ci+0

Tests+0

Polish+1

Releases+0

Has License+5

Code Quality+6

Readme Quality+12

Recent Activity+7

Structure Quality+3

Commit Consistency+0

Has Dependency Mgmt+0

Traction

Forks+0

Stars+6

Hn Points+0

Watchers+0

Early Traction+0

Devto Reactions+0

Community Contribs+0

Scope

Commits+7

Languages+3

Subsystems+0

Bloat Penalty+0

Completeness+4

Contributors+5

Authored Files+4

Readme Code Match+3

Architecture Depth+3

Implementation Depth+8

Evidence

Commits

Contributors

Files

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

Forks

License

MIT