Auto-run rowCount backfill during make dev

PR #89 added a denormalized `rowCount` field on the dataset doc plus a
one-shot `datasets:backfillRowCounts` migration for existing data.
Contributors who pull main and run `make dev` get the new schema via
the existing convex-push step, but curated seed datasets never receive
writes, so the self-heal in the row mutations never fires for them —
those cards keep showing the (capped at 5) preview-length fallback
until someone remembers to run the backfill manually.

Hooks the migration into `make dev` after convex-push. The mutation is
idempotent (re-runs report `patched: 0, alreadyCorrect: N`) so there's
no cost to running it every dev start.

Uses the same env-var-only invocation shape as seed-public-datasets to
avoid the Windows cmd issue where the `|` in the admin key gets parsed
as a shell pipe when passed via --admin-key on the command line.

Author: urugondavishnu

makefiles/Makefile

@@ -1,4 +1,4 @@
-.PHONY: all dev validate-dev-env down clean convex-push convex-env seed-public-datasets
+.PHONY: all dev validate-dev-env down clean convex-push convex-env seed-public-datasets backfill-row-counts
 
 all: dev
 
@@ -12,6 +12,7 @@ dev: validate-dev-env
 	done
 	$(MAKE) convex-env
 	$(MAKE) convex-push
+	$(MAKE) backfill-row-counts
 	@echo ""
 	@echo "Ready!"
 	@echo "  App:           http://localhost:3500"
@@ -70,6 +71,20 @@ seed-public-datasets:
 	@test -f .env || { echo "Error: .env not found. Run: cp .env.example .env"; exit 1; }
 	@cd frontend && node ../scripts/with-root-env.mjs npx convex run publicSeed:seedPublicDatasets
 
+# One-shot idempotent migration: ensure every dataset doc has an accurate
+# `rowCount` field (the field the dashboard card footer reads). Hooked
+# into `make dev` so contributors pulling a branch that adds the field
+# don't have to remember to run it manually. Re-running on a fully
+# migrated DB reports `patched: 0, alreadyCorrect: N`.
+#
+# Matches the `seed-public-datasets` invocation shape (no --admin-key flag).
+# `with-root-env.mjs` injects CONVEX_SELF_HOSTED_ADMIN_KEY into the env so
+# the convex CLI picks it up automatically — avoids the Windows-cmd issue
+# where the `|` in the admin key gets parsed as a shell pipe.
+backfill-row-counts:
+	@test -f .env || { echo "Error: .env not found. Run: cp .env.example .env"; exit 1; }
+	@cd frontend && node ../scripts/with-root-env.mjs npx convex run datasets:backfillRowCounts
+
 down:
 	docker compose -f docker-compose.dev.yml down