Live demo: https://felipeofdev-ai.github.io/labs/trusthire/

🛡� TrustHire

AI that protects professionals before they apply

Paste a job offer or recruiter DM → get a risk score (0–100) with explainable signals.
Built so people don’t lose money or data to hiring scams.

Portfolio RPG · Backend · Frontend · Author

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Why this quest exists

Recruitment fraud is a real boss fight: fake offers, “pay for onboarding�, crypto fees, Telegram redirects.
TrustHire is a production-shaped analyzer — heuristics + optional Claude — that returns citations you can trust, not vibes.

What it detects

Signal class	Examples
Financial pressure	wire, crypto, “verification fee�
Urgency tactics	“hire today or lose the role�
PII harvesting	SSN, bank login, passport dumps
Unrealistic bait	inflated salary / benefits
Off-platform redirect	Telegram / WhatsApp-only hiring
Link / domain risk	phishing patterns, shady hosts

Stack

Python · FastAPI · Anthropic Claude · PostgreSQL · Redis · JWT · Docker · Stripe (SaaS path)

Quickstart

git clone https://github.com/felipeofdev-ai/trusthire.git
cd trusthire
python -m venv venv && source venv/bin/activate   # Windows: venv\Scripts\activate
pip install -r requirements.txt
cp .env.example .env   # set ANTHROPIC_API_KEY
uvicorn main:app --reload

curl -X POST http://localhost:8000/api/v1/analyze \
  -H "Content-Type: application/json" \
  -d '{
    "text": "Urgent! Send $500 for job verification. Contact via Telegram.",
    "include_ai_analysis": true,
    "include_link_scan": true
  }'

API docs: http://localhost:8000/api/v1/docs

Docker

docker-compose up -d
docker-compose logs -f app

Tests

pytest
pytest --cov=. --cov-report=html

Config

Variable	Required	Description
ANTHROPIC_API_KEY	Yes	Claude for AI analysis
DATABASE_URL	No	PostgreSQL
REDIS_URL	No	Cache
ENV	No	dev / staging / prod

Ecosystem

Repo	Role
trusthire	Core analyzer (this repo)
trusthire-backend	SaaS API + Stripe
trusthire-frontend	Product UI

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If this helped you or your team — � the repo.
Stars help recruiters and candidates find tools that put trust before apply.

Made by Felipe Fernandes · Systems & Agentic AI Engineer

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Live demo

Try it in the browser (no clone): see badge / homepage above, or the Labs hub.

Constellation

Project	Demo
CardOpsAI	lab
BridgeTrace-AI	lab
Meridian	lab
TrustHire	lab
secure-ship-kit	lab
agentic-rag-cite	lab
hitl-langgraph-kit	lab
forge-mcp-server	lab
agent-eval-harness	lab
lgpd-checklist-agent	lab
hiring-packet	lab
philo-ai-os	lab
balcaoia-local	studio

Portfolio: felipeofdev-ai.github.io · Author: Felipe Fernandes · felipe.of.dev@gmail.com

If this helped you, star this repo — organic only. No bots, no paid stars.