Polish public SpaceBio-Bench release surfaces

CITATION.cff

@@ -18,8 +18,8 @@ abstract: >
   (RRRM-1, RRRM-2). The v7 release also includes unified scPRINT2 and graph
   neural network benchmarking, plus cross-method synthesis across classical,
   foundation-model, and graph-based approaches. The v7.1.2 release is a
-  documentation, public-card, metadata, and evidence-visibility patch; it does not
-  introduce new benchmark result generation.
+  documentation, public-card, metadata, and evidence-visibility patch; it does
+  not introduce new benchmark result generation.
 
 authors:
   - family-names: "Kim"

Makefile

@@ -0,0 +1,53 @@
+PYTHON ?= python3
+HF_REPO ?= jang1563/genelab-benchmark
+HF_UPLOAD_PLAN ?= output/hf_upload_plan.json
+HF_TASK ?= all
+
+.PHONY: help
+help:
+	@echo "SpaceBio-Bench release helpers"
+	@echo ""
+	@echo "  make release-qa             Run local public release validation"
+	@echo "  make hpc-public-qa          Run the public-surface slice of the HPC gate"
+	@echo "  make public-docs-qa         Validate README, HF card, citation, and manifest"
+	@echo "  make hf-upload-plan         Write a dry-run HF upload plan JSON"
+	@echo "  make hf-card-plan           Dry-run only the HF dataset card upload"
+	@echo "  make hf-manifest-plan       Dry-run only HF release metadata upload"
+	@echo "  make validate-hf-remote     Post-upload smoke-check remote HF files"
+	@echo ""
+	@echo "Variables:"
+	@echo "  PYTHON=$(PYTHON)"
+	@echo "  HF_REPO=$(HF_REPO)"
+	@echo "  HF_TASK=$(HF_TASK)"
+	@echo "  HF_UPLOAD_PLAN=$(HF_UPLOAD_PLAN)"
+
+.PHONY: public-docs-qa
+public-docs-qa:
+	$(PYTHON) scripts/validate_release_manifest.py
+	$(PYTHON) scripts/validate_public_docs_consistency.py
+	$(PYTHON) -m unittest tests/test_release_manifest.py tests/test_public_docs_consistency.py
+
+.PHONY: release-qa
+release-qa: public-docs-qa
+	$(PYTHON) -m unittest tests/test_hf_upload_workflow.py
+	$(PYTHON) -m py_compile scripts/upload_to_hf.py scripts/validate_release_manifest.py scripts/validate_public_docs_consistency.py
+
+.PHONY: hpc-public-qa
+hpc-public-qa:
+	PYTHON_BIN=$(PYTHON) bash scripts/hpc_release_validate.sh --public-only
+
+.PHONY: hf-upload-plan
+hf-upload-plan:
+	$(PYTHON) scripts/upload_to_hf.py --task $(HF_TASK) --repo $(HF_REPO) --dry-run --write-upload-plan $(HF_UPLOAD_PLAN)
+
+.PHONY: hf-card-plan
+hf-card-plan:
+	$(PYTHON) scripts/upload_to_hf.py --repo $(HF_REPO) --card-only --dry-run
+
+.PHONY: hf-manifest-plan
+hf-manifest-plan:
+	$(PYTHON) scripts/upload_to_hf.py --repo $(HF_REPO) --manifest-only --dry-run
+
+.PHONY: validate-hf-remote
+validate-hf-remote:
+	$(PYTHON) scripts/upload_to_hf.py --task $(HF_TASK) --repo $(HF_REPO) --dry-run --remote-diff --validate-remote