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+# ScholScan Go Implementation
+
+# Default recipe
+default:
+    @just --list
+
+# Build the binary
+build:
+    go build -o scholscan .
+
+# Install to system (optional)
+install:
+    go install .
+
+# Run tests
+test:
+    go test ./...
+
+# Clean cache (only works if running from project directory)
+clean-cache:
+    ./scholscan clean
+
+# Format Go code
+fmt:
+    go fmt ./...
+
+# Run linter (requires golangci-lint)
+lint:
+    golangci-lint run
+
+# Example: Train model from articles and RSS feeds (provide your own paths)
+example-train articles feeds:
+    @mkdir -p /tmp/scholscan
+    ./scholscan train {{articles}} --rss-feeds {{feeds}} > /tmp/scholscan/model.json
+    @echo "Model saved to /tmp/scholscan/model.json"
+
+# Example: Scan with trained model (provide your own paths)
+example-scan model url:
+    ./scholscan scan --model {{model}} --url {{url}}