This is a Next.js project bootstrapped with create-next-app.

Getting Started

First, run the development server:

# Clone the repo
git clone https://github.com/your-org/toolrelay
cd toolrelay

# Install frontend dependencies
cd frontend && npm install

# Install function dependencies
cd ../functions && pip install -r requirements.txt

# Set environment variables
cp .env.example .env
# Add your Anthropic API key and GCP project ID

# Run locally
npm run dev          # Frontend
functions-framework  # Cloud Functions emulator

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Environment Variables

ANTHROPIC_API_KEY=
GCP_PROJECT_ID=
FIRESTORE_DATABASE=
FIREBASE_AUTH_DOMAIN=

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Demo Scenario

1. User types: "Build me a GitHub assistant that summarizes repos"
2. Intent agent configures a server with GitHub + summarization tools
3. Tool call fires → first server returns a raw file list
4. Validator flags it as not a summary
5. Router switches to backup server
6. Clean summary returned
7. Dashboard updates live with the full decision trail

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Built At

[Open Loop] · [25/4/2026] · Team [OpenSHA]