Profile Analyzer (formerly BrutalRecruiter)

AI-powered LinkedIn profile strategist. Three models. One executive verdict.

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What It Does

Profile Analyzer installs as a Chrome extension, injects a professional analysis sidebar into LinkedIn, and calls all three major AI providers simultaneously when you click Analyze Profile.

Results from Gemini, GPT-4o, and Claude 3.5 are merged into a single consensus report:

Impact Score: A weighted average of your profile's strength.
Executive Summary: A strategic overview of your positioning.
Actionable Steps: Specific "Why" and "How" improvements for every section.

Architecture

LinkedIn Profile (scraped in-browser)
            |
            v
     background.js (Service Worker)
            |
    Promise.allSettled()
    /        |         \
Gemini    GPT-4o    Claude 3.5
2.5-flash  (json)   Sonnet
    \        |         /
            v
       mergeResults()
       - Scores: averaged (Impact, Algorithmic, Completeness)
       - Strategic advice: best-of-breed selection
       - Headlines: highly optimized options
       - Action plan: prioritized roadmap
            |
            v
    content.js renders sidebar

If any provider fails or rate-limits, the others continue. A "Powered by" badge on the result shows which models contributed.

Features

Feature	Description
Deep Analysis	Single-click full profile audit
Impact Score	0–100 score based on objective keywords, metrics, and clarity
Section Audits	Detailed breakdown of Headline, About, Experience, Skills, etc.
Fix Suggestions	Context-aware improvements with strategic reasoning
Market Comparison	Benchmarks your profile against top performers in your industry
Job Fit Check	Paste a JD to get a 1–5 fit score and keyword gap analysis
Smart Headlines	Generates SEO-optimized and authority-building headlines
Impact Rewrites	Rewrites your experience bullets to focus on results/metrics
Outreach Scripts	Professional connection request benchmarks

Installation

Step 1 — Get the code

git clone https://github.com/Mohithanjan23/BrutalRecruiter.git

Step 2 — Load into Chrome

Go to chrome://extensions
Turn on Developer Mode (top right)
Click Load unpacked
Select the BrutalRecruiter folder

Step 3 — Add API keys

Click the extension icon → Settings. Add keys for at least one provider (Gemini is free-tier friendly):

Security Note: Keys are stored in chrome.storage.local sandbox. They are never sent to any middleware server—only directly to the respective AI APIs from your browser.

Option B — Use env.js (Developer Mode)

If you prefer configuration over clicking, the extension will automatically look for keys in env.js if they aren't set in the popup.

Rename env.example.js to env.js.
Paste your keys inside env.js.
That's it! The extension will load them on your next analysis.
Note: env.js is gitignored by default for security.

Step 4 — Analyze

Navigate to any linkedin.com/in/... profile (yours or others) and click Analyze Profile.

Project Structure

BrutalRecruiter/
|-- manifest.json       Extension manifest (MV3)
|-- background.js       Service worker — API calls, consensus logic
|-- content.js          Scraper + Sidebar UI renderer
|-- styles.css          Professional theme styles
|-- popup.html          Settings & Key Management
|-- popup.js            Popup logic
|-- images/             Icons

Scoring Reference

Impact Score (0–100) determines the overall strength:

0-39: Critical Gaps
40-69: Needs Improvement
70-100: Strong / Executive Level

Job Fit Score (1–5):

5: Excellent Match (>80% keywords)
1: Poor Fit (<20% keywords)

Privacy

Local Processing: Profile data is scraped locally.
Direct API Calls: Data is sent only to the AI providers you configure (Google, OpenAI, Anthropic).
No Tracking: No analytics, no tracking pixels, no 3rd party servers.

License

MIT

Mohithanjan23/BrutalRecruiter