# fluxrec tasks. Convention: one comment per recipe, 3–4 words max. # Details live in README.md, not here. # Build binary build: go build -o fluxrec . # Run tests test: go test ./... # Format code fmt: go fmt ./... # Vet code vet: go vet ./... # Remove binary clean: rm -f fluxrec # Smoke-score a title score TITLE MODEL="model.json": echo "{{TITLE}}" | go run . score --model {{MODEL}} # Print auth exports auth: @echo 'export MFLUX_URL="https://your-miniflux-host" # base URL, no trailing slash' @echo 'read -s MFLUX_TOKEN && export MFLUX_TOKEN # Settings -> API Keys; input hidden' # Assert Miniflux credentials check-auth: @test -n "${MINIFLUX_URL:-${MFLUX_URL:-}}" -a -n "${MINIFLUX_TOKEN:-${MFLUX_TOKEN:-}}" || { echo "not authed; run: just auth"; exit 1; } @echo "auth ok (URL=${MINIFLUX_URL:-${MFLUX_URL:-}})" # Capture dev fixtures dump-fixtures DIR="testdata": check-auth go run . export --dump-raw {{DIR}} # Hand-star aid retrostar LIMIT="50": go run . retrostar --limit {{LIMIT}} # Per-feed star audit feeds DAYS="180" MIN_PER_DAY="0.05" MIN_SEEN="0": check-auth go run . feeds --days {{DAYS}} --min-per-day {{MIN_PER_DAY}} --min-seen {{MIN_SEEN}} # export + compact + train retrain: check-auth go run . export go run . compact-labels go run . train labels.jsonl @echo "report: report.json — check precision@15 >= 0.10 before shipping" # scp model to server deploy SERVER: scp model.json {{SERVER}}:~/fluxrec-data/ # Recreate serve container restart SERVER: ssh {{SERVER}} 'cd ~/services && docker-compose up -d --force-recreate fluxrec' # Rebuild + recreate image rebuild SERVER: ssh {{SERVER}} 'cd ~/services && git pull && docker-compose build --no-cache fluxrec && docker-compose up -d --force-recreate fluxrec' # deploy + restart ship SERVER: (deploy SERVER) (restart SERVER) @echo "model shipped; serve restarted — watch /api/status next run" # retrain + ship refresh SERVER: retrain (ship SERVER) @echo "refreshed: retrained locally + model shipped to {{SERVER}}" # Show serve status status REC_URL: curl -sS {{REC_URL}}/api/status | python3 -m json.tool # Poll out of schedule poll-now REC_URL: curl -sS -X POST {{REC_URL}}/api/poll