Document the PostgreSQL schema contract in doc.go

Updates to track feedkit v0.7.2 and to add a dedupe processor
Update go.mod
2026-03-17 09:33:07 -05:00 · 2026-03-16 18:35:44 -05:00 · 2026-03-16 15:37:31 -05:00 · 2026-03-16 15:32:46 -05:00 · 2026-03-16 13:37:49 -05:00 · 2026-03-16 13:35:51 -05:00
33 changed files with 1716 additions and 223 deletions
--- a/cmd/weatherfeeder/config.yml
+++ b/cmd/weatherfeeder/config.yml
@@ -1,7 +1,8 @@
 ---
 sources:
  - name: NWSObservationKSTL
-    kind: observation
+    mode: poll
+    kinds: ["observation"]
    driver: nws_observation
    every: 10m
    params:
@@ -9,7 +10,8 @@ sources:
      user_agent: "HomeOps (eric@maximumdirect.net)"

 #  - name: OpenMeteoObservation
-#    kind: observation
+#    mode: poll
+#    kinds: ["observation"]
 #    driver: openmeteo_observation
 #    every: 10m
 #    params:
@@ -17,7 +19,8 @@ sources:
 #      user_agent: "HomeOps (eric@maximumdirect.net)"

 #  - name: OpenWeatherObservation
-#    kind: observation
+#    mode: poll
+#    kinds: ["observation"]
 #    driver: openweather_observation
 #    every: 10m
 #    params:
@@ -25,7 +28,8 @@ sources:
 #      user_agent: "HomeOps (eric@maximumdirect.net)"

 #  - name: NWSObservationKSUS
-#    kind: observation
+#    mode: poll
+#    kinds: ["observation"]
 #    driver: nws_observation
 #    every: 10m
 #    params:
@@ -33,7 +37,8 @@ sources:
 #      user_agent: "HomeOps (eric@maximumdirect.net)"

 #  - name: NWSObservationKCPS
-#    kind: observation
+#    mode: poll
+#    kinds: ["observation"]
 #    driver: nws_observation
 #    every: 10m
 #    params:
@@ -41,7 +46,8 @@ sources:
 #      user_agent: "HomeOps (eric@maximumdirect.net)"

  - name: NWSHourlyForecastSTL
-    kind: forecast
+    mode: poll
+    kinds: ["forecast"]
    driver: nws_forecast
    every: 45m
    params:
@@ -49,7 +55,8 @@ sources:
      user_agent: "HomeOps (eric@maximumdirect.net)"

  - name: OpenMeteoHourlyForecastSTL
-    kind: forecast
+    mode: poll
+    kinds: ["forecast"]
    driver: openmeteo_forecast
    every: 60m
    params:
@@ -57,7 +64,8 @@ sources:
      user_agent: "HomeOps (eric@maximumdirect.net)"

  - name: NWSAlertsSTL
-    kind: alert
+    mode: poll
+    kinds: ["alert"]
    driver: nws_alerts
    every: 1m
    params:
--- a/cmd/weatherfeeder/main.go
+++ b/cmd/weatherfeeder/main.go
@@ -7,6 +7,7 @@ import (
 	"log"
 	"os"
 	"os/signal"
+	"sort"
 	"strings"
 	"syscall"
 	"time"
@@ -14,16 +15,21 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/config"
 	fkdispatch "gitea.maximumdirect.net/ejr/feedkit/dispatch"
 	fkevent "gitea.maximumdirect.net/ejr/feedkit/event"
-	fknormalize "gitea.maximumdirect.net/ejr/feedkit/normalize"
 	fkpipeline "gitea.maximumdirect.net/ejr/feedkit/pipeline"
+	fkprocessors "gitea.maximumdirect.net/ejr/feedkit/processors"
+	fkdedupe "gitea.maximumdirect.net/ejr/feedkit/processors/dedupe"
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"
 	fkscheduler "gitea.maximumdirect.net/ejr/feedkit/scheduler"
 	fksinks "gitea.maximumdirect.net/ejr/feedkit/sinks"
 	fksources "gitea.maximumdirect.net/ejr/feedkit/sources"

 	wfnormalizers "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers"
+	wfpgsink "gitea.maximumdirect.net/ejr/weatherfeeder/internal/sinks/postgres"
 	wfsources "gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources"
 )

+const dedupeMaxEntries = 2048
+
 func main() {
 	log.SetFlags(log.LstdFlags | log.Lmicroseconds)

@@ -35,6 +41,9 @@ func main() {
 	if err != nil {
 		log.Fatalf("config load failed: %v", err)
 	}
+	if err := wfpgsink.RegisterPostgresSchemas(cfg); err != nil {
+		log.Fatalf("postgres schema registration failed: %v", err)
+	}

 	// --- Registries ---
 	srcReg := fksources.NewRegistry()
@@ -51,30 +60,30 @@ func main() {
 	sinkReg.Register("nats", func(cfg config.SinkConfig) (fksinks.Sink, error) {
 		return fksinks.NewNATSSinkFromConfig(cfg)
 	})
+
 	// --- Build sources into scheduler jobs ---
 	var jobs []fkscheduler.Job
 	for i, sc := range cfg.Sources {
-		src, err := srcReg.Build(sc)
+		in, err := srcReg.BuildInput(sc) // may be polling or streaming
 		if err != nil {
 			log.Fatalf("build source failed (sources[%d] name=%q driver=%q): %v", i, sc.Name, sc.Driver, err)
 		}

-		// Optional safety: if config.kind is set, ensure it matches the source.Kind().
-		if strings.TrimSpace(sc.Kind) != "" {
-			expectedKind, err := fkevent.ParseKind(sc.Kind)
-			if err != nil {
-				log.Fatalf("invalid kind in config (sources[%d] name=%q kind=%q): %v", i, sc.Name, sc.Kind, err)
-			}
-			if src.Kind() != expectedKind {
-				log.Fatalf(
-					"source kind mismatch (sources[%d] name=%q driver=%q): config kind=%q but driver emits kind=%q",
-					i, sc.Name, sc.Driver, expectedKind, src.Kind(),
-				)
-			}
+		if err := validateSourceExpectedKinds(sc, in); err != nil {
+			log.Fatalf("source expected kinds validation failed (sources[%d] name=%q driver=%q): %v", i, sc.Name, sc.Driver, err)
 		}

+		// If this is a polling source, every is required.
+		if _, ok := in.(fksources.PollSource); ok && sc.Every.Duration <= 0 {
+			log.Fatalf(
+				"polling source missing/invalid interval (sources[%d] name=%q driver=%q): sources[].every must be > 0",
+				i, sc.Name, sc.Driver,
+			)
+		}
+
+		// For stream sources, Every is ignored; it is fine if omitted/zero.
 		jobs = append(jobs, fkscheduler.Job{
-			Source: src,
+			Source: in,
 			Every:  sc.Every.Duration,
 		})
 	}
@@ -97,20 +106,28 @@ func main() {

 	events := make(chan fkevent.Event, 256)

-	// --- Normalization (optional) ---
+	// --- Processors ---
 	//
-	// We install feedkit's normalize.Processor even before any normalizers exist.
-	// With an empty registry and RequireMatch=false, this is a no-op passthrough.
+	// We install feedkit's processors/normalize.Processor even before any normalizers exist.
+	// With an empty normalizer list and RequireMatch=false, this is a no-op passthrough.
 	// It will begin transforming events as soon as:
 	//   1) sources emit raw schemas (raw.*), and
 	//   2) matching normalizers are registered.
-	normReg := &fknormalize.Registry{}
-	wfnormalizers.RegisterBuiltins(normReg)
+	normalizers := wfnormalizers.RegisterBuiltins(nil)
+
+	procReg := fkprocessors.NewRegistry()
+	procReg.Register("normalize", func() (fkprocessors.Processor, error) {
+		return fknormalize.NewProcessor(normalizers, false), nil
+	})
+	procReg.Register("dedupe", fkdedupe.Factory(dedupeMaxEntries))
+
+	chain, err := procReg.BuildChain([]string{"normalize", "dedupe"})
+	if err != nil {
+		log.Fatalf("build processor chain failed: %v", err)
+	}

 	pl := &fkpipeline.Pipeline{
-		Processors: []fkpipeline.Processor{
-			fknormalize.Processor{Registry: normReg},
-		},
+		Processors: chain,
 	}

 	s := &fkscheduler.Scheduler{
@@ -193,5 +210,74 @@ func isContextShutdown(err error) bool {
 	return errors.Is(err, context.Canceled) || errors.Is(err, context.DeadlineExceeded)
 }

+func validateSourceExpectedKinds(sc config.SourceConfig, in fksources.Input) error {
+	expectedKinds, err := parseExpectedKinds(sc.ExpectedKinds())
+	if err != nil {
+		return err
+	}
+	if len(expectedKinds) == 0 {
+		return nil
+	}
+
+	advertisedKinds := advertisedSourceKinds(in)
+	if len(advertisedKinds) == 0 {
+		return nil
+	}
+
+	for kind := range expectedKinds {
+		if !advertisedKinds[kind] {
+			return fmt.Errorf(
+				"configured expected kind %q not advertised by source (configured=%v advertised=%v)",
+				kind,
+				sortedKinds(expectedKinds),
+				sortedKinds(advertisedKinds),
+			)
+		}
+	}
+	return nil
+}
+
+func parseExpectedKinds(raw []string) (map[fkevent.Kind]bool, error) {
+	kinds := map[fkevent.Kind]bool{}
+	for i, k := range raw {
+		kind, err := fkevent.ParseKind(k)
+		if err != nil {
+			return nil, fmt.Errorf("invalid expected kind at index %d (%q): %w", i, k, err)
+		}
+		kinds[kind] = true
+	}
+	return kinds, nil
+}
+
+func advertisedSourceKinds(in fksources.Input) map[fkevent.Kind]bool {
+	if in == nil {
+		return nil
+	}
+
+	kinds := map[fkevent.Kind]bool{}
+	if ks, ok := in.(fksources.KindsSource); ok {
+		for _, kind := range ks.Kinds() {
+			kinds[kind] = true
+		}
+		return kinds
+	}
+
+	if ks, ok := in.(fksources.KindSource); ok {
+		kinds[ks.Kind()] = true
+		return kinds
+	}
+
+	return nil
+}
+
+func sortedKinds(kindSet map[fkevent.Kind]bool) []string {
+	out := make([]string, 0, len(kindSet))
+	for kind := range kindSet {
+		out = append(out, string(kind))
+	}
+	sort.Strings(out)
+	return out
+}
+
 // keep time imported (mirrors your previous main.go defensive trick)
 var _ = time.Second
--- a/cmd/weatherfeeder/main_test.go
+++ b/cmd/weatherfeeder/main_test.go
@@ -0,0 +1,191 @@
+package main
+
+import (
+	"context"
+	"reflect"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/ejr/feedkit/config"
+	fkevent "gitea.maximumdirect.net/ejr/feedkit/event"
+	fkpipeline "gitea.maximumdirect.net/ejr/feedkit/pipeline"
+	fkprocessors "gitea.maximumdirect.net/ejr/feedkit/processors"
+	fkdedupe "gitea.maximumdirect.net/ejr/feedkit/processors/dedupe"
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"
+
+	wfnormalizers "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers"
+)
+
+type testInput struct {
+	name string
+}
+
+func (s testInput) Name() string { return s.name }
+
+type testKindSource struct {
+	testInput
+	kind fkevent.Kind
+}
+
+func (s testKindSource) Kind() fkevent.Kind { return s.kind }
+
+type testKindsSource struct {
+	testInput
+	kinds []fkevent.Kind
+}
+
+func (s testKindsSource) Kinds() []fkevent.Kind { return s.kinds }
+
+func TestValidateSourceExpectedKindsLegacyKindFallback(t *testing.T) {
+	sc := config.SourceConfig{Kind: "observation"}
+	in := testKindSource{
+		testInput: testInput{name: "test"},
+		kind:      fkevent.Kind("observation"),
+	}
+
+	if err := validateSourceExpectedKinds(sc, in); err != nil {
+		t.Fatalf("validateSourceExpectedKinds() unexpected error: %v", err)
+	}
+}
+
+func TestValidateSourceExpectedKindsSubsetAllowed(t *testing.T) {
+	sc := config.SourceConfig{Kinds: []string{"observation"}}
+	in := testKindsSource{
+		testInput: testInput{name: "test"},
+		kinds:     []fkevent.Kind{"observation", "forecast"},
+	}
+
+	if err := validateSourceExpectedKinds(sc, in); err != nil {
+		t.Fatalf("validateSourceExpectedKinds() unexpected error: %v", err)
+	}
+}
+
+func TestValidateSourceExpectedKindsMismatchFails(t *testing.T) {
+	sc := config.SourceConfig{Kinds: []string{"alert"}}
+	in := testKindsSource{
+		testInput: testInput{name: "test"},
+		kinds:     []fkevent.Kind{"observation", "forecast"},
+	}
+
+	err := validateSourceExpectedKinds(sc, in)
+	if err == nil {
+		t.Fatalf("validateSourceExpectedKinds() expected mismatch error, got nil")
+	}
+	if !strings.Contains(err.Error(), "configured expected kind") {
+		t.Fatalf("validateSourceExpectedKinds() error %q does not include expected message", err)
+	}
+}
+
+func TestValidateSourceExpectedKindsNoMetadataSkipsCheck(t *testing.T) {
+	sc := config.SourceConfig{Kinds: []string{"alert"}}
+	in := testInput{name: "test"}
+
+	if err := validateSourceExpectedKinds(sc, in); err != nil {
+		t.Fatalf("validateSourceExpectedKinds() unexpected error: %v", err)
+	}
+}
+
+func TestParseExpectedKindsRejectsEmptyValues(t *testing.T) {
+	if _, err := parseExpectedKinds([]string{""}); err == nil {
+		t.Fatalf("parseExpectedKinds() expected error for empty kind")
+	}
+}
+
+func TestExampleConfigLoads(t *testing.T) {
+	if _, err := config.Load("config.yml"); err != nil {
+		t.Fatalf("config.Load(config.yml) unexpected error: %v", err)
+	}
+}
+
+func TestProcessorRegistryBuildsNormalizeThenDedupeChain(t *testing.T) {
+	chain, err := buildProcessorChainForTests()
+	if err != nil {
+		t.Fatalf("BuildChain() unexpected error: %v", err)
+	}
+	if len(chain) != 2 {
+		t.Fatalf("BuildChain() expected 2 processors, got %d", len(chain))
+	}
+
+	pl := &fkpipeline.Pipeline{Processors: chain}
+	if len(pl.Processors) != 2 {
+		t.Fatalf("pipeline expected 2 processors, got %d", len(pl.Processors))
+	}
+}
+
+func TestNormalizeNoMatchPassThrough(t *testing.T) {
+	chain, err := buildProcessorChainForTests()
+	if err != nil {
+		t.Fatalf("BuildChain() unexpected error: %v", err)
+	}
+
+	pl := &fkpipeline.Pipeline{Processors: chain}
+	in := fkevent.Event{
+		ID:        "evt-no-match",
+		Kind:      fkevent.Kind("observation"),
+		Source:    "test",
+		EmittedAt: time.Now().UTC(),
+		Schema:    "raw.weatherfeeder.unknown.v1",
+		Payload: map[string]any{
+			"ok": true,
+		},
+	}
+
+	out, err := pl.Process(context.Background(), in)
+	if err != nil {
+		t.Fatalf("Pipeline.Process() unexpected error: %v", err)
+	}
+	if out == nil {
+		t.Fatalf("Pipeline.Process() returned nil output")
+	}
+	if !reflect.DeepEqual(*out, in) {
+		t.Fatalf("Pipeline.Process() expected passthrough output, got %#v", *out)
+	}
+}
+
+func TestDedupeDropsSecondEventWithSameID(t *testing.T) {
+	chain, err := buildProcessorChainForTests()
+	if err != nil {
+		t.Fatalf("BuildChain() unexpected error: %v", err)
+	}
+
+	pl := &fkpipeline.Pipeline{Processors: chain}
+	in := fkevent.Event{
+		ID:        "evt-dedupe-1",
+		Kind:      fkevent.Kind("observation"),
+		Source:    "test",
+		EmittedAt: time.Now().UTC(),
+		Schema:    "raw.weatherfeeder.unknown.v1",
+		Payload: map[string]any{
+			"ok": true,
+		},
+	}
+
+	first, err := pl.Process(context.Background(), in)
+	if err != nil {
+		t.Fatalf("first Pipeline.Process() unexpected error: %v", err)
+	}
+	if first == nil {
+		t.Fatalf("first Pipeline.Process() unexpectedly dropped event")
+	}
+
+	second, err := pl.Process(context.Background(), in)
+	if err != nil {
+		t.Fatalf("second Pipeline.Process() unexpected error: %v", err)
+	}
+	if second != nil {
+		t.Fatalf("second Pipeline.Process() expected dedupe drop, got %#v", *second)
+	}
+}
+
+func buildProcessorChainForTests() ([]fkprocessors.Processor, error) {
+	normalizers := wfnormalizers.RegisterBuiltins(nil)
+
+	procReg := fkprocessors.NewRegistry()
+	procReg.Register("normalize", func() (fkprocessors.Processor, error) {
+		return fknormalize.NewProcessor(normalizers, false), nil
+	})
+	procReg.Register("dedupe", fkdedupe.Factory(dedupeMaxEntries))
+
+	return procReg.BuildChain([]string{"normalize", "dedupe"})
+}
--- a/go.mod
+++ b/go.mod
@@ -2,10 +2,11 @@ module gitea.maximumdirect.net/ejr/weatherfeeder

 go 1.25

-require gitea.maximumdirect.net/ejr/feedkit v0.4.1
+require gitea.maximumdirect.net/ejr/feedkit v0.7.2

 require (
 	github.com/klauspost/compress v1.17.2 // indirect
+	github.com/lib/pq v1.10.9 // indirect
 	github.com/nats-io/nats.go v1.34.0 // indirect
 	github.com/nats-io/nkeys v0.4.7 // indirect
 	github.com/nats-io/nuid v1.0.1 // indirect
--- a/go.sum
+++ b/go.sum
@@ -1,7 +1,9 @@
-gitea.maximumdirect.net/ejr/feedkit v0.4.1 h1:mMFtPCBKp2LXV3euPH21WzjHku/HHx31KQqYW+w1aqU=
-gitea.maximumdirect.net/ejr/feedkit v0.4.1/go.mod h1:wYtA10GouvSe7L/8e1UEC+tqcp32HJofExIo1k+Wjls=
+gitea.maximumdirect.net/ejr/feedkit v0.7.2 h1:hTg302SgSi7tw11lNzuc+3g7MvHT6jQQziuo2NoARt8=
+gitea.maximumdirect.net/ejr/feedkit v0.7.2/go.mod h1:U6xC9xZLN3cL4yi7YBVyzGoHYRLJXusFCAKlj2kdYYQ=
 github.com/klauspost/compress v1.17.2 h1:RlWWUY/Dr4fL8qk9YG7DTZ7PDgME2V4csBXA8L/ixi4=
 github.com/klauspost/compress v1.17.2/go.mod h1:ntbaceVETuRiXiv4DpjP66DpAtAGkEQskQzEyD//IeE=
+github.com/lib/pq v1.10.9 h1:YXG7RB+JIjhP29X+OtkiDnYaXQwpS4JEWq7dtCCRUEw=
+github.com/lib/pq v1.10.9/go.mod h1:AlVN5x4E4T544tWzH6hKfbfQvm3HdbOxrmggDNAPY9o=
 github.com/nats-io/nats.go v1.34.0 h1:fnxnPCNiwIG5w08rlMcEKTUw4AV/nKyGCOJE8TdhSPk=
 github.com/nats-io/nats.go v1.34.0/go.mod h1:Ubdu4Nh9exXdSz0RVWRFBbRfrbSxOYd26oF0wkWclB8=
 github.com/nats-io/nkeys v0.4.7 h1:RwNJbbIdYCoClSDNY7QVKZlyb/wfT6ugvFCiKy6vDvI=
--- a/internal/normalizers/builtins.go
+++ b/internal/normalizers/builtins.go
@@ -2,7 +2,7 @@
 package normalizers

 import (
-	fknormalize "gitea.maximumdirect.net/ejr/feedkit/normalize"
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"

 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/nws"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/openmeteo"
@@ -16,22 +16,20 @@ import (
 //   - sources are built by name (cfg.Driver -> factory)
 //   - normalizers are selected by Match() (event.Schema -> first match wins)
 //
-// Registration order matters because feedkit normalize.Registry is “first match wins”.
+// Registration order matters because feedkit normalize.Processor is "first match wins".
 // In weatherfeeder we avoid ambiguity by matching strictly on schema constants, but
 // we still keep ordering stable as a best practice.
-//
-// If reg is nil, this function is a no-op.
-func RegisterBuiltins(reg *fknormalize.Registry) {
-	if reg == nil {
-		return
-	}
+func RegisterBuiltins(in []fknormalize.Normalizer) []fknormalize.Normalizer {
+	out := in

 	// Keep this intentionally boring: delegate registration to provider subpackages
 	// so main.go stays clean and each provider owns its own mapping logic.
 	//
 	// Order here should be stable across releases to reduce surprises when adding
 	// new normalizers.
-	nws.Register(reg)
-	openmeteo.Register(reg)
-	openweather.Register(reg)
+	out = nws.Register(out)
+	out = openmeteo.Register(out)
+	out = openweather.Register(out)
+
+	return out
 }
--- a/internal/normalizers/builtins_test.go
+++ b/internal/normalizers/builtins_test.go
@@ -0,0 +1,42 @@
+package normalizers
+
+import (
+	"reflect"
+	"testing"
+
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/nws"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/openmeteo"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/openweather"
+)
+
+func TestRegisterBuiltinsOrder(t *testing.T) {
+	got := RegisterBuiltins(nil)
+	if len(got) == 0 {
+		t.Fatalf("RegisterBuiltins() returned no normalizers")
+	}
+
+	want := []fknormalize.Normalizer{
+		nws.ObservationNormalizer{},
+		nws.ForecastNormalizer{},
+		nws.AlertsNormalizer{},
+		openmeteo.ObservationNormalizer{},
+		openmeteo.ForecastNormalizer{},
+		openweather.ObservationNormalizer{},
+	}
+
+	if len(got) != len(want) {
+		t.Fatalf("RegisterBuiltins() expected %d normalizers, got %d", len(want), len(got))
+	}
+
+	for i := range want {
+		if reflect.TypeOf(got[i]) != reflect.TypeOf(want[i]) {
+			t.Fatalf(
+				"RegisterBuiltins() order mismatch at index %d: got %T, want %T",
+				i,
+				got[i],
+				want[i],
+			)
+		}
+	}
+}
--- a/internal/normalizers/doc.go
+++ b/internal/normalizers/doc.go
@@ -8,7 +8,7 @@
 // transforming provider-specific raw payloads into canonical internal models.
 //
 // This package is domain code (weatherfeeder). feedkit’s normalize package is
-// infrastructure (registry + processor).
+// infrastructure (normalizer contracts + processor).
 //
 // Directory layout (required)
 // ---------------------------
@@ -29,7 +29,7 @@
 //
 //  1. One normalizer per file.
 //     Each file contains exactly one Normalizer implementation (one type that
-//     satisfies feedkit/normalize.Normalizer).
+//     satisfies feedkit/processors/normalize.Normalizer).
 //     Helper files are encouraged (types.go, common.go, mapping.go, etc.) as long
 //     as they do not define additional Normalizer types.
 //
@@ -136,21 +136,22 @@
 //
 // Registration pattern
 // --------------------
-// feedkit normalization uses a match-driven registry (“first match wins”).
+// feedkit normalization uses an ordered normalizer list ("first match wins").
 //
 // Provider subpackages should expose:
 //
-//	func Register(reg *normalize.Registry)
+//	func Register(in []normalize.Normalizer) []normalize.Normalizer
 //
 // And internal/normalizers/builtins.go should provide one entrypoint:
 //
-//	func RegisterBuiltins(reg *normalize.Registry)
+//	func RegisterBuiltins(in []normalize.Normalizer) []normalize.Normalizer
 //
-// which calls each provider’s Register() in a stable order.
+// which appends each provider's normalizers in a stable order and is then passed
+// to normalize.NewProcessor(...).
 //
-// Registry ordering
+// Normalizer ordering
 // -----------------------------
-// feedkit normalization uses a match-driven registry (“first match wins”).
+// feedkit normalization is "first match wins" by list order.
 // Therefore order matters:
 //
 //   - Register more specific normalizers before more general ones.
--- a/internal/normalizers/nws/alerts.go
+++ b/internal/normalizers/nws/alerts.go
@@ -11,8 +11,8 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
 	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // AlertsNormalizer converts:
--- a/internal/normalizers/nws/forecast.go
+++ b/internal/normalizers/nws/forecast.go
@@ -10,8 +10,8 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
 	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ForecastNormalizer converts:
--- a/internal/normalizers/nws/observation.go
+++ b/internal/normalizers/nws/observation.go
@@ -10,8 +10,8 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
 	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ObservationNormalizer converts:
--- a/internal/normalizers/nws/register.go
+++ b/internal/normalizers/nws/register.go
@@ -2,21 +2,21 @@
 package nws

 import (
-	fknormalize "gitea.maximumdirect.net/ejr/feedkit/normalize"
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"
 )

-// Register registers NWS normalizers into the provided registry.
-func Register(reg *fknormalize.Registry) {
-	if reg == nil {
-		return
-	}
+// Register appends NWS normalizers in stable order.
+func Register(in []fknormalize.Normalizer) []fknormalize.Normalizer {
+	out := in

 	// Observations
-	reg.Register(ObservationNormalizer{})
+	out = append(out, ObservationNormalizer{})

 	// Forecasts
-	reg.Register(ForecastNormalizer{})
+	out = append(out, ForecastNormalizer{})

 	// Alerts
-	reg.Register(AlertsNormalizer{})
+	out = append(out, AlertsNormalizer{})
+
+	return out
 }
--- a/internal/normalizers/openmeteo/forecast.go
+++ b/internal/normalizers/openmeteo/forecast.go
@@ -9,8 +9,8 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
 	omcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/openmeteo"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ForecastNormalizer converts:
--- a/internal/normalizers/openmeteo/observation.go
+++ b/internal/normalizers/openmeteo/observation.go
@@ -10,8 +10,8 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
 	omcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/openmeteo"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ObservationNormalizer converts:
--- a/internal/normalizers/openmeteo/register.go
+++ b/internal/normalizers/openmeteo/register.go
@@ -2,17 +2,17 @@
 package openmeteo

 import (
-	fknormalize "gitea.maximumdirect.net/ejr/feedkit/normalize"
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"
 )

-// Register registers Open-Meteo normalizers into the provided registry.
-func Register(reg *fknormalize.Registry) {
-	if reg == nil {
-		return
-	}
+// Register appends Open-Meteo normalizers in stable order.
+func Register(in []fknormalize.Normalizer) []fknormalize.Normalizer {
+	out := in

 	// Observations
-	reg.Register(ObservationNormalizer{})
+	out = append(out, ObservationNormalizer{})
 	// Forecasts
-	reg.Register(ForecastNormalizer{})
+	out = append(out, ForecastNormalizer{})
+
+	return out
 }
--- a/internal/normalizers/openweather/observation.go
+++ b/internal/normalizers/openweather/observation.go
@@ -8,8 +8,8 @@ import (

 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ObservationNormalizer converts:
--- a/internal/normalizers/openweather/register.go
+++ b/internal/normalizers/openweather/register.go
@@ -2,15 +2,15 @@
 package openweather

 import (
-	fknormalize "gitea.maximumdirect.net/ejr/feedkit/normalize"
+	fknormalize "gitea.maximumdirect.net/ejr/feedkit/processors/normalize"
 )

-// Register registers OpenWeather normalizers into the provided registry.
-func Register(reg *fknormalize.Registry) {
-	if reg == nil {
-		return
-	}
+// Register appends OpenWeather normalizers in stable order.
+func Register(in []fknormalize.Normalizer) []fknormalize.Normalizer {
+	out := in

 	// Observations
-	reg.Register(ObservationNormalizer{})
+	out = append(out, ObservationNormalizer{})
+
+	return out
 }
--- a/internal/sinks/postgres/doc.go
+++ b/internal/sinks/postgres/doc.go
@@ -0,0 +1,208 @@
+// Package postgres documents weatherfeeder's PostgreSQL sink contract for
+// downstream SQL consumers.
+//
+// This package wires weatherfeeder canonical events into normalized relational
+// tables. Downstream consumers can reconstruct the same canonical JSON objects
+// that were written by joining parent/child tables as described below.
+//
+// Canonical input schemas:
+//   - weather.observation.v1 -> model.WeatherObservation
+//   - weather.forecast.v1    -> model.WeatherForecastRun
+//   - weather.alert.v1       -> model.WeatherAlertRun
+//
+// Parent/child relationships:
+//   - observations.event_id -> observation_cloud_layers.event_id
+//   - observations.event_id -> observation_present_weather.event_id
+//   - forecasts.event_id    -> forecast_periods.run_event_id
+//   - alert_runs.event_id   -> alerts.run_event_id
+//   - alerts.(run_event_id, alert_index) -> alert_references.(run_event_id, alert_index)
+//
+// Dedupe and retention behavior:
+//   - Parent primary keys (event_id): observations, forecasts, alert_runs.
+//   - Child primary keys use positional indexes to preserve payload order.
+//   - Prune columns:
+//   - observations.observed_at
+//   - observation_cloud_layers.observed_at
+//   - observation_present_weather.observed_at
+//   - forecasts.issued_at
+//   - forecast_periods.issued_at
+//   - alert_runs.as_of
+//   - alerts.as_of
+//   - alert_references.as_of
+//
+// Envelope field mapping (shared parent columns)
+//
+// These columns exist on observations, forecasts, and alert_runs:
+//   - event_id TEXT -> event.id
+//   - event_kind TEXT -> event.kind
+//   - event_source TEXT -> event.source
+//   - event_schema TEXT -> event.schema
+//   - event_emitted_at TIMESTAMPTZ -> event.emitted_at
+//   - event_effective_at TIMESTAMPTZ NULL -> event.effective_at
+//
+// Table contract
+//
+//  1. observations (PK: event_id)
+//
+//     - event_id TEXT -> event.id
+//     - event_kind TEXT -> event.kind
+//     - event_source TEXT -> event.source
+//     - event_schema TEXT -> event.schema
+//     - event_emitted_at TIMESTAMPTZ -> event.emitted_at
+//     - event_effective_at TIMESTAMPTZ NULL -> event.effective_at
+//     - station_id TEXT NULL -> payload.stationId
+//     - station_name TEXT NULL -> payload.stationName
+//     - observed_at TIMESTAMPTZ -> payload.timestamp
+//     - condition_code INTEGER -> payload.conditionCode
+//     - condition_text TEXT NULL -> payload.conditionText
+//     - is_day BOOLEAN NULL -> payload.isDay
+//     - provider_raw_description TEXT NULL -> payload.providerRawDescription
+//     - text_description TEXT NULL -> payload.textDescription
+//     - icon_url TEXT NULL -> payload.iconUrl
+//     - temperature_c DOUBLE PRECISION NULL -> payload.temperatureC
+//     - dewpoint_c DOUBLE PRECISION NULL -> payload.dewpointC
+//     - wind_direction_degrees DOUBLE PRECISION NULL -> payload.windDirectionDegrees
+//     - wind_speed_kmh DOUBLE PRECISION NULL -> payload.windSpeedKmh
+//     - wind_gust_kmh DOUBLE PRECISION NULL -> payload.windGustKmh
+//     - barometric_pressure_pa DOUBLE PRECISION NULL -> payload.barometricPressurePa
+//     - sea_level_pressure_pa DOUBLE PRECISION NULL -> payload.seaLevelPressurePa
+//     - visibility_meters DOUBLE PRECISION NULL -> payload.visibilityMeters
+//     - relative_humidity_percent DOUBLE PRECISION NULL -> payload.relativeHumidityPercent
+//     - apparent_temperature_c DOUBLE PRECISION NULL -> payload.apparentTemperatureC
+//     - elevation_meters DOUBLE PRECISION NULL -> payload.elevationMeters
+//     - raw_message TEXT NULL -> payload.rawMessage
+//
+//  2. observation_cloud_layers (PK: event_id, layer_index)
+//
+//     - event_id TEXT -> observations.event_id / payload.cloudLayers[i]
+//     - layer_index INTEGER -> i (array position in payload.cloudLayers)
+//     - observed_at TIMESTAMPTZ -> payload.timestamp
+//     - base_meters DOUBLE PRECISION NULL -> payload.cloudLayers[i].baseMeters
+//     - amount TEXT NULL -> payload.cloudLayers[i].amount
+//
+//  3. observation_present_weather (PK: event_id, weather_index)
+//
+//     - event_id TEXT -> observations.event_id / payload.presentWeather[i]
+//     - weather_index INTEGER -> i (array position in payload.presentWeather)
+//     - observed_at TIMESTAMPTZ -> payload.timestamp
+//     - raw_text TEXT NULL -> JSON-encoded payload.presentWeather[i].raw
+//
+// Note: raw_text stores compact JSON text. Consumers that need the original
+// object should parse raw_text as JSON.
+//
+//  4. forecasts (PK: event_id)
+//
+//     - event_id TEXT -> event.id
+//     - event_kind TEXT -> event.kind
+//     - event_source TEXT -> event.source
+//     - event_schema TEXT -> event.schema
+//     - event_emitted_at TIMESTAMPTZ -> event.emitted_at
+//     - event_effective_at TIMESTAMPTZ NULL -> event.effective_at
+//     - location_id TEXT NULL -> payload.locationId
+//     - location_name TEXT NULL -> payload.locationName
+//     - issued_at TIMESTAMPTZ -> payload.issuedAt
+//     - updated_at TIMESTAMPTZ NULL -> payload.updatedAt
+//     - product TEXT -> payload.product
+//     - latitude DOUBLE PRECISION NULL -> payload.latitude
+//     - longitude DOUBLE PRECISION NULL -> payload.longitude
+//     - elevation_meters DOUBLE PRECISION NULL -> payload.elevationMeters
+//     - period_count INTEGER -> len(payload.periods)
+//
+//  5. forecast_periods (PK: run_event_id, period_index)
+//
+//     - run_event_id TEXT -> forecasts.event_id / payload.periods[i]
+//     - period_index INTEGER -> i (array position in payload.periods)
+//     - issued_at TIMESTAMPTZ -> payload.issuedAt (copied from parent)
+//     - start_time TIMESTAMPTZ -> payload.periods[i].startTime
+//     - end_time TIMESTAMPTZ -> payload.periods[i].endTime
+//     - name TEXT NULL -> payload.periods[i].name
+//     - is_day BOOLEAN NULL -> payload.periods[i].isDay
+//     - condition_code INTEGER -> payload.periods[i].conditionCode
+//     - condition_text TEXT NULL -> payload.periods[i].conditionText
+//     - provider_raw_description TEXT NULL -> payload.periods[i].providerRawDescription
+//     - text_description TEXT NULL -> payload.periods[i].textDescription
+//     - detailed_text TEXT NULL -> payload.periods[i].detailedText
+//     - icon_url TEXT NULL -> payload.periods[i].iconUrl
+//     - temperature_c DOUBLE PRECISION NULL -> payload.periods[i].temperatureC
+//     - temperature_c_min DOUBLE PRECISION NULL -> payload.periods[i].temperatureCMin
+//     - temperature_c_max DOUBLE PRECISION NULL -> payload.periods[i].temperatureCMax
+//     - dewpoint_c DOUBLE PRECISION NULL -> payload.periods[i].dewpointC
+//     - relative_humidity_percent DOUBLE PRECISION NULL -> payload.periods[i].relativeHumidityPercent
+//     - wind_direction_degrees DOUBLE PRECISION NULL -> payload.periods[i].windDirectionDegrees
+//     - wind_speed_kmh DOUBLE PRECISION NULL -> payload.periods[i].windSpeedKmh
+//     - wind_gust_kmh DOUBLE PRECISION NULL -> payload.periods[i].windGustKmh
+//     - barometric_pressure_pa DOUBLE PRECISION NULL -> payload.periods[i].barometricPressurePa
+//     - visibility_meters DOUBLE PRECISION NULL -> payload.periods[i].visibilityMeters
+//     - apparent_temperature_c DOUBLE PRECISION NULL -> payload.periods[i].apparentTemperatureC
+//     - cloud_cover_percent DOUBLE PRECISION NULL -> payload.periods[i].cloudCoverPercent
+//     - probability_of_precipitation_percent DOUBLE PRECISION NULL -> payload.periods[i].probabilityOfPrecipitationPercent
+//     - precipitation_amount_mm DOUBLE PRECISION NULL -> payload.periods[i].precipitationAmountMm
+//     - snowfall_depth_mm DOUBLE PRECISION NULL -> payload.periods[i].snowfallDepthMm
+//     - uv_index DOUBLE PRECISION NULL -> payload.periods[i].uvIndex
+//
+//  6. alert_runs (PK: event_id)
+//
+//     - event_id TEXT -> event.id
+//     - event_kind TEXT -> event.kind
+//     - event_source TEXT -> event.source
+//     - event_schema TEXT -> event.schema
+//     - event_emitted_at TIMESTAMPTZ -> event.emitted_at
+//     - event_effective_at TIMESTAMPTZ NULL -> event.effective_at
+//     - location_id TEXT NULL -> payload.locationId
+//     - location_name TEXT NULL -> payload.locationName
+//     - as_of TIMESTAMPTZ -> payload.asOf
+//     - latitude DOUBLE PRECISION NULL -> payload.latitude
+//     - longitude DOUBLE PRECISION NULL -> payload.longitude
+//     - alert_count INTEGER -> len(payload.alerts)
+//
+//  7. alerts (PK: run_event_id, alert_index)
+//
+//     - run_event_id TEXT -> alert_runs.event_id / payload.alerts[i]
+//     - alert_index INTEGER -> i (array position in payload.alerts)
+//     - as_of TIMESTAMPTZ -> payload.asOf (copied from parent)
+//     - alert_id TEXT -> payload.alerts[i].id
+//     - event TEXT NULL -> payload.alerts[i].event
+//     - headline TEXT NULL -> payload.alerts[i].headline
+//     - severity TEXT NULL -> payload.alerts[i].severity
+//     - urgency TEXT NULL -> payload.alerts[i].urgency
+//     - certainty TEXT NULL -> payload.alerts[i].certainty
+//     - status TEXT NULL -> payload.alerts[i].status
+//     - message_type TEXT NULL -> payload.alerts[i].messageType
+//     - category TEXT NULL -> payload.alerts[i].category
+//     - response TEXT NULL -> payload.alerts[i].response
+//     - description TEXT NULL -> payload.alerts[i].description
+//     - instruction TEXT NULL -> payload.alerts[i].instruction
+//     - sent TIMESTAMPTZ NULL -> payload.alerts[i].sent
+//     - effective TIMESTAMPTZ NULL -> payload.alerts[i].effective
+//     - onset TIMESTAMPTZ NULL -> payload.alerts[i].onset
+//     - expires TIMESTAMPTZ NULL -> payload.alerts[i].expires
+//     - area_description TEXT NULL -> payload.alerts[i].areaDescription
+//     - sender_name TEXT NULL -> payload.alerts[i].senderName
+//     - reference_count INTEGER -> len(payload.alerts[i].references)
+//
+//  8. alert_references (PK: run_event_id, alert_index, reference_index)
+//
+//     - run_event_id TEXT -> alert_runs.event_id / payload.alerts[i].references[j]
+//     - alert_index INTEGER -> i (array position in payload.alerts)
+//     - reference_index INTEGER -> j (array position in payload.alerts[i].references)
+//     - as_of TIMESTAMPTZ -> payload.asOf (copied from parent)
+//     - id TEXT NULL -> payload.alerts[i].references[j].id
+//     - identifier TEXT NULL -> payload.alerts[i].references[j].identifier
+//     - sender TEXT NULL -> payload.alerts[i].references[j].sender
+//     - sent TIMESTAMPTZ NULL -> payload.alerts[i].references[j].sent
+//
+// Reconstructing canonical JSON payloads
+//
+//   - WeatherObservation:
+//     read one row from observations, then join child rows by event_id ordered by
+//     layer_index / weather_index to rebuild cloudLayers and presentWeather arrays.
+//
+//   - WeatherForecastRun:
+//     read one row from forecasts, then join forecast_periods by run_event_id
+//     ordered by period_index to rebuild periods.
+//
+//   - WeatherAlertRun:
+//     read one row from alert_runs, join alerts by run_event_id ordered by
+//     alert_index, then join alert_references by (run_event_id, alert_index)
+//     ordered by reference_index to rebuild references per alert.
+package postgres
--- a/internal/sinks/postgres/map.go
+++ b/internal/sinks/postgres/map.go
@@ -0,0 +1,343 @@
+package postgres
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"strings"
+	"time"
+
+	fkevent "gitea.maximumdirect.net/ejr/feedkit/event"
+	fksinks "gitea.maximumdirect.net/ejr/feedkit/sinks"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
+)
+
+func mapPostgresEvent(_ context.Context, e fkevent.Event) ([]fksinks.PostgresWrite, error) {
+	schema := strings.TrimSpace(e.Schema)
+	switch schema {
+	case standards.SchemaWeatherObservationV1:
+		return mapObservationEvent(e)
+	case standards.SchemaWeatherForecastV1:
+		return mapForecastEvent(e)
+	case standards.SchemaWeatherAlertV1:
+		return mapAlertEvent(e)
+	default:
+		return nil, nil
+	}
+}
+
+func mapObservationEvent(e fkevent.Event) ([]fksinks.PostgresWrite, error) {
+	obs, err := decodePayload[model.WeatherObservation](e.Payload)
+	if err != nil {
+		return nil, fmt.Errorf("decode observation payload: %w", err)
+	}
+	if obs.Timestamp.IsZero() {
+		return nil, fmt.Errorf("decode observation payload: timestamp is required")
+	}
+
+	observedAt := obs.Timestamp.UTC()
+	writes := make([]fksinks.PostgresWrite, 0, 1+len(obs.CloudLayers)+len(obs.PresentWeather))
+
+	writes = append(writes, fksinks.PostgresWrite{
+		Table: tableObservations,
+		Values: map[string]any{
+			"event_id":                  e.ID,
+			"event_kind":                string(e.Kind),
+			"event_source":              e.Source,
+			"event_schema":              e.Schema,
+			"event_emitted_at":          e.EmittedAt.UTC(),
+			"event_effective_at":        nullableTime(e.EffectiveAt),
+			"station_id":                nullableString(obs.StationID),
+			"station_name":              nullableString(obs.StationName),
+			"observed_at":               observedAt,
+			"condition_code":            int(obs.ConditionCode),
+			"condition_text":            nullableString(obs.ConditionText),
+			"is_day":                    nullableBool(obs.IsDay),
+			"provider_raw_description":  nullableString(obs.ProviderRawDescription),
+			"text_description":          nullableString(obs.TextDescription),
+			"icon_url":                  nullableString(obs.IconURL),
+			"temperature_c":             nullableFloat64(obs.TemperatureC),
+			"dewpoint_c":                nullableFloat64(obs.DewpointC),
+			"wind_direction_degrees":    nullableFloat64(obs.WindDirectionDegrees),
+			"wind_speed_kmh":            nullableFloat64(obs.WindSpeedKmh),
+			"wind_gust_kmh":             nullableFloat64(obs.WindGustKmh),
+			"barometric_pressure_pa":    nullableFloat64(obs.BarometricPressurePa),
+			"sea_level_pressure_pa":     nullableFloat64(obs.SeaLevelPressurePa),
+			"visibility_meters":         nullableFloat64(obs.VisibilityMeters),
+			"relative_humidity_percent": nullableFloat64(obs.RelativeHumidityPercent),
+			"apparent_temperature_c":    nullableFloat64(obs.ApparentTemperatureC),
+			"elevation_meters":          nullableFloat64(obs.ElevationMeters),
+			"raw_message":               nullableString(obs.RawMessage),
+		},
+	})
+
+	for i, cl := range obs.CloudLayers {
+		writes = append(writes, fksinks.PostgresWrite{
+			Table: tableObservationCloudLayers,
+			Values: map[string]any{
+				"event_id":    e.ID,
+				"layer_index": i,
+				"observed_at": observedAt,
+				"base_meters": nullableFloat64(cl.BaseMeters),
+				"amount":      nullableString(cl.Amount),
+			},
+		})
+	}
+
+	for i, pw := range obs.PresentWeather {
+		rawText, err := compactJSONText(pw.Raw)
+		if err != nil {
+			return nil, fmt.Errorf("observation presentWeather[%d].raw: %w", i, err)
+		}
+		writes = append(writes, fksinks.PostgresWrite{
+			Table: tableObservationPresentWeather,
+			Values: map[string]any{
+				"event_id":      e.ID,
+				"weather_index": i,
+				"observed_at":   observedAt,
+				"raw_text":      rawText,
+			},
+		})
+	}
+
+	return writes, nil
+}
+
+func mapForecastEvent(e fkevent.Event) ([]fksinks.PostgresWrite, error) {
+	run, err := decodePayload[model.WeatherForecastRun](e.Payload)
+	if err != nil {
+		return nil, fmt.Errorf("decode forecast payload: %w", err)
+	}
+	if run.IssuedAt.IsZero() {
+		return nil, fmt.Errorf("decode forecast payload: issuedAt is required")
+	}
+	if strings.TrimSpace(string(run.Product)) == "" {
+		return nil, fmt.Errorf("decode forecast payload: product is required")
+	}
+
+	issuedAt := run.IssuedAt.UTC()
+	writes := make([]fksinks.PostgresWrite, 0, 1+len(run.Periods))
+
+	writes = append(writes, fksinks.PostgresWrite{
+		Table: tableForecasts,
+		Values: map[string]any{
+			"event_id":           e.ID,
+			"event_kind":         string(e.Kind),
+			"event_source":       e.Source,
+			"event_schema":       e.Schema,
+			"event_emitted_at":   e.EmittedAt.UTC(),
+			"event_effective_at": nullableTime(e.EffectiveAt),
+			"location_id":        nullableString(run.LocationID),
+			"location_name":      nullableString(run.LocationName),
+			"issued_at":          issuedAt,
+			"updated_at":         nullableTime(run.UpdatedAt),
+			"product":            string(run.Product),
+			"latitude":           nullableFloat64(run.Latitude),
+			"longitude":          nullableFloat64(run.Longitude),
+			"elevation_meters":   nullableFloat64(run.ElevationMeters),
+			"period_count":       len(run.Periods),
+		},
+	})
+
+	for i, p := range run.Periods {
+		if p.StartTime.IsZero() || p.EndTime.IsZero() {
+			return nil, fmt.Errorf("decode forecast payload: periods[%d] startTime/endTime are required", i)
+		}
+		writes = append(writes, fksinks.PostgresWrite{
+			Table: tableForecastPeriods,
+			Values: map[string]any{
+				"run_event_id":                         e.ID,
+				"period_index":                         i,
+				"issued_at":                            issuedAt,
+				"start_time":                           p.StartTime.UTC(),
+				"end_time":                             p.EndTime.UTC(),
+				"name":                                 nullableString(p.Name),
+				"is_day":                               nullableBool(p.IsDay),
+				"condition_code":                       int(p.ConditionCode),
+				"condition_text":                       nullableString(p.ConditionText),
+				"provider_raw_description":             nullableString(p.ProviderRawDescription),
+				"text_description":                     nullableString(p.TextDescription),
+				"detailed_text":                        nullableString(p.DetailedText),
+				"icon_url":                             nullableString(p.IconURL),
+				"temperature_c":                        nullableFloat64(p.TemperatureC),
+				"temperature_c_min":                    nullableFloat64(p.TemperatureCMin),
+				"temperature_c_max":                    nullableFloat64(p.TemperatureCMax),
+				"dewpoint_c":                           nullableFloat64(p.DewpointC),
+				"relative_humidity_percent":            nullableFloat64(p.RelativeHumidityPercent),
+				"wind_direction_degrees":               nullableFloat64(p.WindDirectionDegrees),
+				"wind_speed_kmh":                       nullableFloat64(p.WindSpeedKmh),
+				"wind_gust_kmh":                        nullableFloat64(p.WindGustKmh),
+				"barometric_pressure_pa":               nullableFloat64(p.BarometricPressurePa),
+				"visibility_meters":                    nullableFloat64(p.VisibilityMeters),
+				"apparent_temperature_c":               nullableFloat64(p.ApparentTemperatureC),
+				"cloud_cover_percent":                  nullableFloat64(p.CloudCoverPercent),
+				"probability_of_precipitation_percent": nullableFloat64(p.ProbabilityOfPrecipitationPercent),
+				"precipitation_amount_mm":              nullableFloat64(p.PrecipitationAmountMm),
+				"snowfall_depth_mm":                    nullableFloat64(p.SnowfallDepthMM),
+				"uv_index":                             nullableFloat64(p.UVIndex),
+			},
+		})
+	}
+
+	return writes, nil
+}
+
+func mapAlertEvent(e fkevent.Event) ([]fksinks.PostgresWrite, error) {
+	run, err := decodePayload[model.WeatherAlertRun](e.Payload)
+	if err != nil {
+		return nil, fmt.Errorf("decode alert payload: %w", err)
+	}
+	if run.AsOf.IsZero() {
+		return nil, fmt.Errorf("decode alert payload: asOf is required")
+	}
+
+	asOf := run.AsOf.UTC()
+	writes := make([]fksinks.PostgresWrite, 0, 1+len(run.Alerts)+countAlertReferences(run.Alerts))
+
+	writes = append(writes, fksinks.PostgresWrite{
+		Table: tableAlertRuns,
+		Values: map[string]any{
+			"event_id":           e.ID,
+			"event_kind":         string(e.Kind),
+			"event_source":       e.Source,
+			"event_schema":       e.Schema,
+			"event_emitted_at":   e.EmittedAt.UTC(),
+			"event_effective_at": nullableTime(e.EffectiveAt),
+			"location_id":        nullableString(run.LocationID),
+			"location_name":      nullableString(run.LocationName),
+			"as_of":              asOf,
+			"latitude":           nullableFloat64(run.Latitude),
+			"longitude":          nullableFloat64(run.Longitude),
+			"alert_count":        len(run.Alerts),
+		},
+	})
+
+	for i, a := range run.Alerts {
+		if strings.TrimSpace(a.ID) == "" {
+			return nil, fmt.Errorf("decode alert payload: alerts[%d].id is required", i)
+		}
+
+		writes = append(writes, fksinks.PostgresWrite{
+			Table: tableAlerts,
+			Values: map[string]any{
+				"run_event_id":     e.ID,
+				"alert_index":      i,
+				"as_of":            asOf,
+				"alert_id":         a.ID,
+				"event":            nullableString(a.Event),
+				"headline":         nullableString(a.Headline),
+				"severity":         nullableString(a.Severity),
+				"urgency":          nullableString(a.Urgency),
+				"certainty":        nullableString(a.Certainty),
+				"status":           nullableString(a.Status),
+				"message_type":     nullableString(a.MessageType),
+				"category":         nullableString(a.Category),
+				"response":         nullableString(a.Response),
+				"description":      nullableString(a.Description),
+				"instruction":      nullableString(a.Instruction),
+				"sent":             nullableTime(a.Sent),
+				"effective":        nullableTime(a.Effective),
+				"onset":            nullableTime(a.Onset),
+				"expires":          nullableTime(a.Expires),
+				"area_description": nullableString(a.AreaDescription),
+				"sender_name":      nullableString(a.SenderName),
+				"reference_count":  len(a.References),
+			},
+		})
+
+		for j, ref := range a.References {
+			writes = append(writes, fksinks.PostgresWrite{
+				Table: tableAlertReferences,
+				Values: map[string]any{
+					"run_event_id":    e.ID,
+					"alert_index":     i,
+					"reference_index": j,
+					"as_of":           asOf,
+					"id":              nullableString(ref.ID),
+					"identifier":      nullableString(ref.Identifier),
+					"sender":          nullableString(ref.Sender),
+					"sent":            nullableTime(ref.Sent),
+				},
+			})
+		}
+	}
+
+	return writes, nil
+}
+
+func decodePayload[T any](payload any) (T, error) {
+	var out T
+	if payload == nil {
+		return out, fmt.Errorf("payload is nil")
+	}
+
+	if typed, ok := payload.(T); ok {
+		return typed, nil
+	}
+	if ptr, ok := payload.(*T); ok {
+		if ptr == nil {
+			return out, fmt.Errorf("payload pointer is nil")
+		}
+		return *ptr, nil
+	}
+
+	b, err := json.Marshal(payload)
+	if err != nil {
+		return out, fmt.Errorf("marshal payload: %w", err)
+	}
+	if err := json.Unmarshal(b, &out); err != nil {
+		return out, fmt.Errorf("unmarshal payload: %w", err)
+	}
+	return out, nil
+}
+
+func countAlertReferences(alerts []model.WeatherAlert) int {
+	total := 0
+	for _, a := range alerts {
+		total += len(a.References)
+	}
+	return total
+}
+
+func nullableString(s string) any {
+	if strings.TrimSpace(s) == "" {
+		return nil
+	}
+	return s
+}
+
+func nullableFloat64(v *float64) any {
+	if v == nil {
+		return nil
+	}
+	return *v
+}
+
+func nullableBool(v *bool) any {
+	if v == nil {
+		return nil
+	}
+	return *v
+}
+
+func nullableTime(v *time.Time) any {
+	if v == nil || v.IsZero() {
+		return nil
+	}
+	return v.UTC()
+}
+
+func compactJSONText(v any) (any, error) {
+	if v == nil {
+		return nil, nil
+	}
+	b, err := json.Marshal(v)
+	if err != nil {
+		return nil, err
+	}
+	if string(b) == "null" {
+		return nil, nil
+	}
+	return string(b), nil
+}
--- a/internal/sinks/postgres/map_test.go
+++ b/internal/sinks/postgres/map_test.go
@@ -0,0 +1,256 @@
+package postgres
+
+import (
+	"context"
+	"encoding/json"
+	"strings"
+	"testing"
+	"time"
+
+	fkevent "gitea.maximumdirect.net/ejr/feedkit/event"
+	fksinks "gitea.maximumdirect.net/ejr/feedkit/sinks"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/model"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
+)
+
+func TestMapPostgresEventObservationStructPayload(t *testing.T) {
+	isDay := true
+	temp := 21.5
+	base := 1200.0
+	obs := model.WeatherObservation{
+		StationID:              "KSTL",
+		StationName:            "St. Louis",
+		Timestamp:              time.Date(2026, 3, 16, 19, 0, 0, 0, time.UTC),
+		ConditionCode:          model.WMOCode(1),
+		ConditionText:          "Mainly Sunny",
+		IsDay:                  &isDay,
+		ProviderRawDescription: "few clouds",
+		TextDescription:        "Mainly Sunny",
+		IconURL:                "https://example/icon.png",
+		TemperatureC:           &temp,
+		CloudLayers:            []model.CloudLayer{{BaseMeters: &base, Amount: "FEW"}},
+		PresentWeather:         []model.PresentWeather{{Raw: map[string]any{"a": 1, "b": "x"}}},
+	}
+
+	writes, err := mapPostgresEvent(context.Background(), testEvent(standards.SchemaWeatherObservationV1, "observation", obs))
+	if err != nil {
+		t.Fatalf("mapPostgresEvent() error = %v", err)
+	}
+	if len(writes) != 3 {
+		t.Fatalf("mapPostgresEvent() writes len = %d, want 3", len(writes))
+	}
+	if writes[0].Table != tableObservations {
+		t.Fatalf("writes[0].Table = %q, want %q", writes[0].Table, tableObservations)
+	}
+	if got := writes[0].Values["station_id"]; got != "KSTL" {
+		t.Fatalf("observations station_id = %#v, want KSTL", got)
+	}
+	if writes[1].Table != tableObservationCloudLayers {
+		t.Fatalf("writes[1].Table = %q, want %q", writes[1].Table, tableObservationCloudLayers)
+	}
+	if writes[2].Table != tableObservationPresentWeather {
+		t.Fatalf("writes[2].Table = %q, want %q", writes[2].Table, tableObservationPresentWeather)
+	}
+	if got := writes[2].Values["raw_text"]; got != `{"a":1,"b":"x"}` {
+		t.Fatalf("present_weather raw_text = %#v, want compact JSON", got)
+	}
+
+	assertAllWritesIncludeAllColumns(t, writes)
+}
+
+func TestMapPostgresEventForecastStructPayload(t *testing.T) {
+	isDay := true
+	temp := 10.5
+	run := model.WeatherForecastRun{
+		LocationID:   "LOC-1",
+		LocationName: "St. Louis",
+		IssuedAt:     time.Date(2026, 3, 16, 18, 0, 0, 0, time.UTC),
+		Product:      model.ForecastProductHourly,
+		Periods: []model.WeatherForecastPeriod{
+			{
+				StartTime:     time.Date(2026, 3, 16, 19, 0, 0, 0, time.UTC),
+				EndTime:       time.Date(2026, 3, 16, 20, 0, 0, 0, time.UTC),
+				IsDay:         &isDay,
+				ConditionCode: model.WMOCode(2),
+				ConditionText: "Partly Cloudy",
+				TemperatureC:  &temp,
+			},
+			{
+				StartTime:     time.Date(2026, 3, 16, 20, 0, 0, 0, time.UTC),
+				EndTime:       time.Date(2026, 3, 16, 21, 0, 0, 0, time.UTC),
+				ConditionCode: model.WMOCode(3),
+			},
+		},
+	}
+
+	writes, err := mapPostgresEvent(context.Background(), testEvent(standards.SchemaWeatherForecastV1, "forecast", run))
+	if err != nil {
+		t.Fatalf("mapPostgresEvent() error = %v", err)
+	}
+	if len(writes) != 3 {
+		t.Fatalf("mapPostgresEvent() writes len = %d, want 3", len(writes))
+	}
+
+	if writes[0].Table != tableForecasts {
+		t.Fatalf("writes[0].Table = %q, want %q", writes[0].Table, tableForecasts)
+	}
+	if got := writes[0].Values["period_count"]; got != 2 {
+		t.Fatalf("forecasts period_count = %#v, want 2", got)
+	}
+	if writes[1].Table != tableForecastPeriods || writes[2].Table != tableForecastPeriods {
+		t.Fatalf("forecast period writes not in expected order")
+	}
+	if got := writes[1].Values["period_index"]; got != 0 {
+		t.Fatalf("first period index = %#v, want 0", got)
+	}
+
+	assertAllWritesIncludeAllColumns(t, writes)
+}
+
+func TestMapPostgresEventAlertStructPayload(t *testing.T) {
+	sent := time.Date(2026, 3, 16, 17, 0, 0, 0, time.UTC)
+	run := model.WeatherAlertRun{
+		AsOf: time.Date(2026, 3, 16, 18, 0, 0, 0, time.UTC),
+		Alerts: []model.WeatherAlert{
+			{
+				ID:       "urn:alert:1",
+				Headline: "Winter Weather Advisory",
+				Severity: "Moderate",
+				References: []model.AlertReference{
+					{ID: "urn:ref:1", Sent: &sent},
+					{Identifier: "ref-two"},
+				},
+			},
+			{
+				ID:       "urn:alert:2",
+				Headline: "Second alert",
+			},
+		},
+	}
+
+	writes, err := mapPostgresEvent(context.Background(), testEvent(standards.SchemaWeatherAlertV1, "alert", run))
+	if err != nil {
+		t.Fatalf("mapPostgresEvent() error = %v", err)
+	}
+	if len(writes) != 5 {
+		t.Fatalf("mapPostgresEvent() writes len = %d, want 5", len(writes))
+	}
+
+	counts := map[string]int{}
+	for _, w := range writes {
+		counts[w.Table]++
+	}
+	if counts[tableAlertRuns] != 1 || counts[tableAlerts] != 2 || counts[tableAlertReferences] != 2 {
+		t.Fatalf("unexpected table write counts: %#v", counts)
+	}
+
+	firstAlert, ok := firstWriteForTable(writes, tableAlerts)
+	if !ok {
+		t.Fatalf("missing alerts write")
+	}
+	if got := firstAlert.Values["reference_count"]; got != 2 {
+		t.Fatalf("alerts reference_count = %#v, want 2", got)
+	}
+
+	assertAllWritesIncludeAllColumns(t, writes)
+}
+
+func TestMapPostgresEventMapPayload(t *testing.T) {
+	run := model.WeatherForecastRun{
+		IssuedAt: time.Date(2026, 3, 16, 18, 0, 0, 0, time.UTC),
+		Product:  model.ForecastProductHourly,
+		Periods: []model.WeatherForecastPeriod{
+			{
+				StartTime:     time.Date(2026, 3, 16, 19, 0, 0, 0, time.UTC),
+				EndTime:       time.Date(2026, 3, 16, 20, 0, 0, 0, time.UTC),
+				ConditionCode: model.WMOCode(2),
+			},
+		},
+	}
+	b, err := json.Marshal(run)
+	if err != nil {
+		t.Fatalf("json.Marshal() error = %v", err)
+	}
+	var payload map[string]any
+	if err := json.Unmarshal(b, &payload); err != nil {
+		t.Fatalf("json.Unmarshal() error = %v", err)
+	}
+
+	writes, err := mapPostgresEvent(context.Background(), testEvent(standards.SchemaWeatherForecastV1, "forecast", payload))
+	if err != nil {
+		t.Fatalf("mapPostgresEvent() error = %v", err)
+	}
+	if len(writes) != 2 {
+		t.Fatalf("mapPostgresEvent() writes len = %d, want 2", len(writes))
+	}
+	if writes[0].Table != tableForecasts {
+		t.Fatalf("writes[0].Table = %q, want %q", writes[0].Table, tableForecasts)
+	}
+
+	assertAllWritesIncludeAllColumns(t, writes)
+}
+
+func TestMapPostgresEventUnknownSchemaNoOp(t *testing.T) {
+	writes, err := mapPostgresEvent(context.Background(), testEvent("weather.unknown.v1", "observation", map[string]any{"x": 1}))
+	if err != nil {
+		t.Fatalf("mapPostgresEvent() error = %v", err)
+	}
+	if len(writes) != 0 {
+		t.Fatalf("mapPostgresEvent() writes len = %d, want 0", len(writes))
+	}
+}
+
+func TestMapPostgresEventMalformedPayload(t *testing.T) {
+	_, err := mapPostgresEvent(context.Background(), testEvent(standards.SchemaWeatherForecastV1, "forecast", "bad"))
+	if err == nil {
+		t.Fatalf("mapPostgresEvent() expected error for malformed payload")
+	}
+	if !strings.Contains(err.Error(), "decode forecast payload") {
+		t.Fatalf("error = %q, want decode forecast payload context", err)
+	}
+}
+
+func testEvent(schema string, kind fkevent.Kind, payload any) fkevent.Event {
+	effectiveAt := time.Date(2026, 3, 16, 18, 30, 0, 0, time.UTC)
+	return fkevent.Event{
+		ID:          "evt-1",
+		Kind:        kind,
+		Source:      "test-source",
+		Schema:      schema,
+		EmittedAt:   time.Date(2026, 3, 16, 18, 31, 0, 0, time.UTC),
+		EffectiveAt: &effectiveAt,
+		Payload:     payload,
+	}
+}
+
+func firstWriteForTable(writes []fksinks.PostgresWrite, table string) (fksinks.PostgresWrite, bool) {
+	for _, w := range writes {
+		if w.Table == table {
+			return w, true
+		}
+	}
+	return fksinks.PostgresWrite{}, false
+}
+
+func assertAllWritesIncludeAllColumns(t *testing.T, writes []fksinks.PostgresWrite) {
+	t.Helper()
+	colCounts := tableColumnCounts()
+	for i, w := range writes {
+		expectedCount, ok := colCounts[w.Table]
+		if !ok {
+			t.Fatalf("writes[%d] references unknown table %q", i, w.Table)
+		}
+		if len(w.Values) != expectedCount {
+			t.Fatalf("writes[%d] table=%q has %d values, want %d", i, w.Table, len(w.Values), expectedCount)
+		}
+	}
+}
+
+func tableColumnCounts() map[string]int {
+	s := weatherPostgresSchema()
+	m := make(map[string]int, len(s.Tables))
+	for _, tbl := range s.Tables {
+		m[tbl.Name] = len(tbl.Columns)
+	}
+	return m
+}
--- a/internal/sinks/postgres/schema.go
+++ b/internal/sinks/postgres/schema.go
@@ -0,0 +1,264 @@
+package postgres
+
+import (
+	"fmt"
+	"strings"
+
+	"gitea.maximumdirect.net/ejr/feedkit/config"
+	fksinks "gitea.maximumdirect.net/ejr/feedkit/sinks"
+)
+
+const (
+	tableObservations              = "observations"
+	tableObservationCloudLayers    = "observation_cloud_layers"
+	tableObservationPresentWeather = "observation_present_weather"
+	tableForecasts                 = "forecasts"
+	tableForecastPeriods           = "forecast_periods"
+	tableAlertRuns                 = "alert_runs"
+	tableAlerts                    = "alerts"
+	tableAlertReferences           = "alert_references"
+)
+
+// RegisterPostgresSchemas registers weatherfeeder's Postgres schema for each
+// configured sink using driver=postgres.
+func RegisterPostgresSchemas(cfg *config.Config) error {
+	if cfg == nil {
+		return fmt.Errorf("register postgres schemas: config is nil")
+	}
+
+	schema := weatherPostgresSchema()
+	for i, sk := range cfg.Sinks {
+		if !isPostgresDriver(sk.Driver) {
+			continue
+		}
+		if err := fksinks.RegisterPostgresSchema(sk.Name, schema); err != nil {
+			return fmt.Errorf("register postgres schema for sinks[%d] name=%q: %w", i, sk.Name, err)
+		}
+	}
+
+	return nil
+}
+
+func isPostgresDriver(driver string) bool {
+	return strings.EqualFold(strings.TrimSpace(driver), "postgres")
+}
+
+func weatherPostgresSchema() fksinks.PostgresSchema {
+	return fksinks.PostgresSchema{
+		Tables: []fksinks.PostgresTable{
+			{
+				Name: tableObservations,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "event_id", Type: "TEXT", Nullable: false},
+					{Name: "event_kind", Type: "TEXT", Nullable: false},
+					{Name: "event_source", Type: "TEXT", Nullable: false},
+					{Name: "event_schema", Type: "TEXT", Nullable: false},
+					{Name: "event_emitted_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "event_effective_at", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "station_id", Type: "TEXT", Nullable: true},
+					{Name: "station_name", Type: "TEXT", Nullable: true},
+					{Name: "observed_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "condition_code", Type: "INTEGER", Nullable: false},
+					{Name: "condition_text", Type: "TEXT", Nullable: true},
+					{Name: "is_day", Type: "BOOLEAN", Nullable: true},
+					{Name: "provider_raw_description", Type: "TEXT", Nullable: true},
+					{Name: "text_description", Type: "TEXT", Nullable: true},
+					{Name: "icon_url", Type: "TEXT", Nullable: true},
+					{Name: "temperature_c", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "dewpoint_c", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "wind_direction_degrees", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "wind_speed_kmh", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "wind_gust_kmh", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "barometric_pressure_pa", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "sea_level_pressure_pa", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "visibility_meters", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "relative_humidity_percent", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "apparent_temperature_c", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "elevation_meters", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "raw_message", Type: "TEXT", Nullable: true},
+				},
+				PrimaryKey:  []string{"event_id"},
+				PruneColumn: "observed_at",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_obs_station_observed_at", Columns: []string{"station_id", "observed_at"}},
+					{Name: "idx_wf_obs_observed_at", Columns: []string{"observed_at"}},
+					{Name: "idx_wf_obs_condition_code", Columns: []string{"condition_code"}},
+				},
+			},
+			{
+				Name: tableObservationCloudLayers,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "event_id", Type: "TEXT REFERENCES observations(event_id) ON DELETE CASCADE", Nullable: false},
+					{Name: "layer_index", Type: "INTEGER", Nullable: false},
+					{Name: "observed_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "base_meters", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "amount", Type: "TEXT", Nullable: true},
+				},
+				PrimaryKey:  []string{"event_id", "layer_index"},
+				PruneColumn: "observed_at",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_obs_cloud_observed_at", Columns: []string{"observed_at"}},
+				},
+			},
+			{
+				Name: tableObservationPresentWeather,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "event_id", Type: "TEXT REFERENCES observations(event_id) ON DELETE CASCADE", Nullable: false},
+					{Name: "weather_index", Type: "INTEGER", Nullable: false},
+					{Name: "observed_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "raw_text", Type: "TEXT", Nullable: true},
+				},
+				PrimaryKey:  []string{"event_id", "weather_index"},
+				PruneColumn: "observed_at",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_obs_present_observed_at", Columns: []string{"observed_at"}},
+				},
+			},
+			{
+				Name: tableForecasts,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "event_id", Type: "TEXT", Nullable: false},
+					{Name: "event_kind", Type: "TEXT", Nullable: false},
+					{Name: "event_source", Type: "TEXT", Nullable: false},
+					{Name: "event_schema", Type: "TEXT", Nullable: false},
+					{Name: "event_emitted_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "event_effective_at", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "location_id", Type: "TEXT", Nullable: true},
+					{Name: "location_name", Type: "TEXT", Nullable: true},
+					{Name: "issued_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "updated_at", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "product", Type: "TEXT", Nullable: false},
+					{Name: "latitude", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "longitude", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "elevation_meters", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "period_count", Type: "INTEGER", Nullable: false},
+				},
+				PrimaryKey:  []string{"event_id"},
+				PruneColumn: "issued_at",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_fc_location_product_issued_at", Columns: []string{"location_id", "product", "issued_at"}},
+					{Name: "idx_wf_fc_issued_at", Columns: []string{"issued_at"}},
+					{Name: "idx_wf_fc_product_issued_at", Columns: []string{"product", "issued_at"}},
+				},
+			},
+			{
+				Name: tableForecastPeriods,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "run_event_id", Type: "TEXT REFERENCES forecasts(event_id) ON DELETE CASCADE", Nullable: false},
+					{Name: "period_index", Type: "INTEGER", Nullable: false},
+					{Name: "issued_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "start_time", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "end_time", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "name", Type: "TEXT", Nullable: true},
+					{Name: "is_day", Type: "BOOLEAN", Nullable: true},
+					{Name: "condition_code", Type: "INTEGER", Nullable: false},
+					{Name: "condition_text", Type: "TEXT", Nullable: true},
+					{Name: "provider_raw_description", Type: "TEXT", Nullable: true},
+					{Name: "text_description", Type: "TEXT", Nullable: true},
+					{Name: "detailed_text", Type: "TEXT", Nullable: true},
+					{Name: "icon_url", Type: "TEXT", Nullable: true},
+					{Name: "temperature_c", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "temperature_c_min", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "temperature_c_max", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "dewpoint_c", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "relative_humidity_percent", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "wind_direction_degrees", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "wind_speed_kmh", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "wind_gust_kmh", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "barometric_pressure_pa", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "visibility_meters", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "apparent_temperature_c", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "cloud_cover_percent", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "probability_of_precipitation_percent", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "precipitation_amount_mm", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "snowfall_depth_mm", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "uv_index", Type: "DOUBLE PRECISION", Nullable: true},
+				},
+				PrimaryKey:  []string{"run_event_id", "period_index"},
+				PruneColumn: "issued_at",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_fc_period_start_time", Columns: []string{"start_time"}},
+					{Name: "idx_wf_fc_period_end_time", Columns: []string{"end_time"}},
+					{Name: "idx_wf_fc_period_run_start", Columns: []string{"run_event_id", "start_time"}},
+				},
+			},
+			{
+				Name: tableAlertRuns,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "event_id", Type: "TEXT", Nullable: false},
+					{Name: "event_kind", Type: "TEXT", Nullable: false},
+					{Name: "event_source", Type: "TEXT", Nullable: false},
+					{Name: "event_schema", Type: "TEXT", Nullable: false},
+					{Name: "event_emitted_at", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "event_effective_at", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "location_id", Type: "TEXT", Nullable: true},
+					{Name: "location_name", Type: "TEXT", Nullable: true},
+					{Name: "as_of", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "latitude", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "longitude", Type: "DOUBLE PRECISION", Nullable: true},
+					{Name: "alert_count", Type: "INTEGER", Nullable: false},
+				},
+				PrimaryKey:  []string{"event_id"},
+				PruneColumn: "as_of",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_alert_run_location_as_of", Columns: []string{"location_id", "as_of"}},
+					{Name: "idx_wf_alert_run_as_of", Columns: []string{"as_of"}},
+				},
+			},
+			{
+				Name: tableAlerts,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "run_event_id", Type: "TEXT REFERENCES alert_runs(event_id) ON DELETE CASCADE", Nullable: false},
+					{Name: "alert_index", Type: "INTEGER", Nullable: false},
+					{Name: "as_of", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "alert_id", Type: "TEXT", Nullable: false},
+					{Name: "event", Type: "TEXT", Nullable: true},
+					{Name: "headline", Type: "TEXT", Nullable: true},
+					{Name: "severity", Type: "TEXT", Nullable: true},
+					{Name: "urgency", Type: "TEXT", Nullable: true},
+					{Name: "certainty", Type: "TEXT", Nullable: true},
+					{Name: "status", Type: "TEXT", Nullable: true},
+					{Name: "message_type", Type: "TEXT", Nullable: true},
+					{Name: "category", Type: "TEXT", Nullable: true},
+					{Name: "response", Type: "TEXT", Nullable: true},
+					{Name: "description", Type: "TEXT", Nullable: true},
+					{Name: "instruction", Type: "TEXT", Nullable: true},
+					{Name: "sent", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "effective", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "onset", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "expires", Type: "TIMESTAMPTZ", Nullable: true},
+					{Name: "area_description", Type: "TEXT", Nullable: true},
+					{Name: "sender_name", Type: "TEXT", Nullable: true},
+					{Name: "reference_count", Type: "INTEGER", Nullable: false},
+				},
+				PrimaryKey:  []string{"run_event_id", "alert_index"},
+				PruneColumn: "as_of",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_alerts_alert_id", Columns: []string{"alert_id"}},
+					{Name: "idx_wf_alerts_severity_expires", Columns: []string{"severity", "expires"}},
+					{Name: "idx_wf_alerts_as_of", Columns: []string{"as_of"}},
+				},
+			},
+			{
+				Name: tableAlertReferences,
+				Columns: []fksinks.PostgresColumn{
+					{Name: "run_event_id", Type: "TEXT REFERENCES alert_runs(event_id) ON DELETE CASCADE", Nullable: false},
+					{Name: "alert_index", Type: "INTEGER", Nullable: false},
+					{Name: "reference_index", Type: "INTEGER", Nullable: false},
+					{Name: "as_of", Type: "TIMESTAMPTZ", Nullable: false},
+					{Name: "id", Type: "TEXT", Nullable: true},
+					{Name: "identifier", Type: "TEXT", Nullable: true},
+					{Name: "sender", Type: "TEXT", Nullable: true},
+					{Name: "sent", Type: "TIMESTAMPTZ", Nullable: true},
+				},
+				PrimaryKey:  []string{"run_event_id", "alert_index", "reference_index"},
+				PruneColumn: "as_of",
+				Indexes: []fksinks.PostgresIndex{
+					{Name: "idx_wf_alert_refs_as_of", Columns: []string{"as_of"}},
+					{Name: "idx_wf_alert_refs_sent", Columns: []string{"sent"}},
+				},
+			},
+		},
+		MapEvent: mapPostgresEvent,
+	}
+}
--- a/internal/sinks/postgres/schema_test.go
+++ b/internal/sinks/postgres/schema_test.go
@@ -0,0 +1,96 @@
+package postgres
+
+import (
+	"fmt"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/ejr/feedkit/config"
+)
+
+func TestRegisterPostgresSchemasNilConfig(t *testing.T) {
+	err := RegisterPostgresSchemas(nil)
+	if err == nil {
+		t.Fatalf("RegisterPostgresSchemas(nil) expected error")
+	}
+	if !strings.Contains(err.Error(), "config is nil") {
+		t.Fatalf("error = %q, want config is nil", err)
+	}
+}
+
+func TestRegisterPostgresSchemasNonPostgresNoOp(t *testing.T) {
+	cfg := &config.Config{
+		Sinks: []config.SinkConfig{
+			{Name: "stdout_only", Driver: "stdout"},
+			{Name: "nats_only", Driver: "nats"},
+		},
+	}
+
+	if err := RegisterPostgresSchemas(cfg); err != nil {
+		t.Fatalf("RegisterPostgresSchemas(non-postgres) error = %v", err)
+	}
+}
+
+func TestRegisterPostgresSchemasDuplicateRegistrationFails(t *testing.T) {
+	sinkName := uniqueSinkName("pg_test")
+	cfg := &config.Config{
+		Sinks: []config.SinkConfig{
+			{Name: sinkName, Driver: "postgres"},
+		},
+	}
+
+	if err := RegisterPostgresSchemas(cfg); err != nil {
+		t.Fatalf("first RegisterPostgresSchemas() error = %v", err)
+	}
+
+	err := RegisterPostgresSchemas(cfg)
+	if err == nil {
+		t.Fatalf("second RegisterPostgresSchemas() expected duplicate error")
+	}
+	if !strings.Contains(err.Error(), "already registered") {
+		t.Fatalf("error = %q, want already registered", err)
+	}
+}
+
+func TestWeatherPostgresSchemaShape(t *testing.T) {
+	s := weatherPostgresSchema()
+	if s.MapEvent == nil {
+		t.Fatalf("weatherPostgresSchema().MapEvent is nil")
+	}
+
+	wantTables := map[string]bool{
+		tableObservations:              true,
+		tableObservationCloudLayers:    true,
+		tableObservationPresentWeather: true,
+		tableForecasts:                 true,
+		tableForecastPeriods:           true,
+		tableAlertRuns:                 true,
+		tableAlerts:                    true,
+		tableAlertReferences:           true,
+	}
+
+	if len(s.Tables) != len(wantTables) {
+		t.Fatalf("weatherPostgresSchema().Tables len = %d, want %d", len(s.Tables), len(wantTables))
+	}
+
+	seenIndexes := map[string]bool{}
+	for _, tbl := range s.Tables {
+		if !wantTables[tbl.Name] {
+			t.Fatalf("unexpected table %q in schema", tbl.Name)
+		}
+		if tbl.PruneColumn == "" {
+			t.Fatalf("table %q missing prune column", tbl.Name)
+		}
+		for _, idx := range tbl.Indexes {
+			if seenIndexes[idx.Name] {
+				t.Fatalf("duplicate index name %q", idx.Name)
+			}
+			seenIndexes[idx.Name] = true
+		}
+	}
+}
+
+func uniqueSinkName(prefix string) string {
+	return fmt.Sprintf("%s_%d", prefix, time.Now().UnixNano())
+}
--- a/internal/sources/builtins.go
+++ b/internal/sources/builtins.go
@@ -13,26 +13,26 @@ import (
 // Keeping this in one place makes main.go very readable.
 func RegisterBuiltins(r *fksource.Registry) {
 	// NWS drivers
-	r.Register("nws_observation", func(cfg config.SourceConfig) (fksource.Source, error) {
+	r.RegisterPoll("nws_observation", func(cfg config.SourceConfig) (fksource.PollSource, error) {
 		return nws.NewObservationSource(cfg)
 	})
-	r.Register("nws_alerts", func(cfg config.SourceConfig) (fksource.Source, error) {
+	r.RegisterPoll("nws_alerts", func(cfg config.SourceConfig) (fksource.PollSource, error) {
 		return nws.NewAlertsSource(cfg)
 	})
-	r.Register("nws_forecast", func(cfg config.SourceConfig) (fksource.Source, error) {
+	r.RegisterPoll("nws_forecast", func(cfg config.SourceConfig) (fksource.PollSource, error) {
 		return nws.NewForecastSource(cfg)
 	})

 	// Open-Meteo drivers
-	r.Register("openmeteo_observation", func(cfg config.SourceConfig) (fksource.Source, error) {
+	r.RegisterPoll("openmeteo_observation", func(cfg config.SourceConfig) (fksource.PollSource, error) {
 		return openmeteo.NewObservationSource(cfg)
 	})
-	r.Register("openmeteo_forecast", func(cfg config.SourceConfig) (fksource.Source, error) {
+	r.RegisterPoll("openmeteo_forecast", func(cfg config.SourceConfig) (fksource.PollSource, error) {
 		return openmeteo.NewForecastSource(cfg)
 	})

 	// OpenWeatherMap drivers
-	r.Register("openweather_observation", func(cfg config.SourceConfig) (fksource.Source, error) {
+	r.RegisterPoll("openweather_observation", func(cfg config.SourceConfig) (fksource.PollSource, error) {
 		return openweather.NewObservationSource(cfg)
 	})
 }
--- a/internal/sources/nws/alerts.go
+++ b/internal/sources/nws/alerts.go
@@ -11,7 +11,7 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // AlertsSource polls an NWS alerts endpoint and emits a RAW alerts Event.
--- a/internal/sources/nws/forecast.go
+++ b/internal/sources/nws/forecast.go
@@ -11,7 +11,7 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ForecastSource polls an NWS forecast endpoint (narrative or hourly) and emits a RAW forecast Event.
--- a/internal/sources/nws/observation.go
+++ b/internal/sources/nws/observation.go
@@ -11,7 +11,7 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ObservationSource polls an NWS station observation endpoint and emits a RAW observation Event.
--- a/internal/sources/openmeteo/forecast.go
+++ b/internal/sources/openmeteo/forecast.go
@@ -10,7 +10,7 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/openmeteo"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ForecastSource polls an Open-Meteo hourly forecast endpoint and emits one RAW Forecast Event.
--- a/internal/sources/openmeteo/observation.go
+++ b/internal/sources/openmeteo/observation.go
@@ -10,7 +10,7 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/openmeteo"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 // ObservationSource polls an Open-Meteo endpoint and emits one RAW Observation Event.
--- a/internal/sources/openweather/observation.go
+++ b/internal/sources/openweather/observation.go
@@ -11,7 +11,7 @@ import (
 	"gitea.maximumdirect.net/ejr/feedkit/event"
 	owcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/openweather"
 	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/sources/common"
-	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
+	"gitea.maximumdirect.net/ejr/weatherfeeder/standards"
 )

 type ObservationSource struct {
--- a/internal/standards/wmo_categories.go
+++ b/internal/standards/wmo_categories.go
@@ -1,127 +0,0 @@
-package standards
-
-import "gitea.maximumdirect.net/ejr/weatherfeeder/model"
-
-// This file provides small, shared helper functions for reasoning about WMO codes.
-// These are intentionally "coarse" categories that are useful for business logic,
-// dashboards, and alerting decisions.
-//
-// Example uses:
-// - jogging suitability: precipitation? thunderstorm? freezing precip?
-// - quick glance: "is it cloudy?" "is there any precip?"
-// - downstream normalizers / aggregators
-
-func IsThunderstorm(code model.WMOCode) bool {
-	switch code {
-	case 95, 96, 99:
-		return true
-	default:
-		return false
-	}
-}
-
-func IsHail(code model.WMOCode) bool {
-	switch code {
-	case 96, 99:
-		return true
-	default:
-		return false
-	}
-}
-
-func IsFog(code model.WMOCode) bool {
-	switch code {
-	case 45, 48:
-		return true
-	default:
-		return false
-	}
-}
-
-// IsPrecipitation returns true if the code represents any precipitation
-// (drizzle, rain, snow, showers, etc.).
-func IsPrecipitation(code model.WMOCode) bool {
-	switch code {
-	// Drizzle
-	case 51, 53, 55, 56, 57:
-		return true
-
-	// Rain
-	case 61, 63, 65, 66, 67:
-		return true
-
-	// Snow
-	case 71, 73, 75, 77:
-		return true
-
-	// Showers
-	case 80, 81, 82, 85, 86:
-		return true
-
-	// Thunderstorm (often includes rain/hail)
-	case 95, 96, 99:
-		return true
-
-	default:
-		return false
-	}
-}
-
-func IsRainFamily(code model.WMOCode) bool {
-	switch code {
-	// Drizzle + freezing drizzle
-	case 51, 53, 55, 56, 57:
-		return true
-
-	// Rain + freezing rain
-	case 61, 63, 65, 66, 67:
-		return true
-
-	// Rain showers
-	case 80, 81, 82:
-		return true
-
-	// Thunderstorm often implies rain
-	case 95, 96, 99:
-		return true
-
-	default:
-		return false
-	}
-}
-
-func IsSnowFamily(code model.WMOCode) bool {
-	switch code {
-	// Snow and related
-	case 71, 73, 75, 77:
-		return true
-
-	// Snow showers
-	case 85, 86:
-		return true
-
-	default:
-		return false
-	}
-}
-
-// IsFreezingPrecip returns true if the code represents freezing drizzle/rain.
-func IsFreezingPrecip(code model.WMOCode) bool {
-	switch code {
-	case 56, 57, 66, 67:
-		return true
-	default:
-		return false
-	}
-}
-
-// IsSkyOnly returns true for codes that represent "sky condition only"
-// (clear/mostly/partly/cloudy) rather than fog/precip/etc.
-func IsSkyOnly(code model.WMOCode) bool {
-	switch code {
-	case 0, 1, 2, 3:
-		return true
-	default:
-		return false
-	}
-}
--- a/internal/standards/doc.go
+++ b/internal/standards/doc.go
@@ -15,7 +15,7 @@
 // -----------------------
 // For readability and stability, canonical payloads (weather.* schemas) should not emit
 // noisy floating-point representations. weatherfeeder enforces this by rounding float
-// values in canonical payloads to 2 digits after the decimal point at normalization
+// values in canonical payloads to 4 digits after the decimal point at normalization
 // finalization time.
 //
 // Provider-specific decoding helpers and quirks live in internal/providers/<provider>.
--- a/internal/standards/schema.go
+++ b/internal/standards/schema.go
--- a/internal/standards/wmo.go
+++ b/internal/standards/wmo.go
@@ -1,5 +1,14 @@
 package standards

+// This file provides small, shared helper functions for reasoning about WMO codes.
+// These are intentionally "coarse" categories that are useful for business logic,
+// dashboards, and alerting decisions.
+//
+// Example uses:
+// - jogging suitability: precipitation? thunderstorm? freezing precip?
+// - quick glance: "is it cloudy?" "is there any precip?"
+// - downstream normalizers / aggregators
+
 import (
 	"fmt"

@@ -100,3 +109,118 @@ func IsKnownWMO(code model.WMOCode) bool {
 	_, ok := WMODescriptions[code]
 	return ok
 }
+
+func IsThunderstorm(code model.WMOCode) bool {
+	switch code {
+	case 95, 96, 99:
+		return true
+	default:
+		return false
+	}
+}
+
+func IsHail(code model.WMOCode) bool {
+	switch code {
+	case 96, 99:
+		return true
+	default:
+		return false
+	}
+}
+
+func IsFog(code model.WMOCode) bool {
+	switch code {
+	case 45, 48:
+		return true
+	default:
+		return false
+	}
+}
+
+// IsPrecipitation returns true if the code represents any precipitation
+// (drizzle, rain, snow, showers, etc.).
+func IsPrecipitation(code model.WMOCode) bool {
+	switch code {
+	// Drizzle
+	case 51, 53, 55, 56, 57:
+		return true
+
+	// Rain
+	case 61, 63, 65, 66, 67:
+		return true
+
+	// Snow
+	case 71, 73, 75, 77:
+		return true
+
+	// Showers
+	case 80, 81, 82, 85, 86:
+		return true
+
+	// Thunderstorm (often includes rain/hail)
+	case 95, 96, 99:
+		return true
+
+	default:
+		return false
+	}
+}
+
+func IsRainFamily(code model.WMOCode) bool {
+	switch code {
+	// Drizzle + freezing drizzle
+	case 51, 53, 55, 56, 57:
+		return true
+
+	// Rain + freezing rain
+	case 61, 63, 65, 66, 67:
+		return true
+
+	// Rain showers
+	case 80, 81, 82:
+		return true
+
+	// Thunderstorm often implies rain
+	case 95, 96, 99:
+		return true
+
+	default:
+		return false
+	}
+}
+
+func IsSnowFamily(code model.WMOCode) bool {
+	switch code {
+	// Snow and related
+	case 71, 73, 75, 77:
+		return true
+
+	// Snow showers
+	case 85, 86:
+		return true
+
+	default:
+		return false
+	}
+}
+
+// IsFreezingPrecip returns true if the code represents freezing drizzle/rain.
+func IsFreezingPrecip(code model.WMOCode) bool {
+	switch code {
+	case 56, 57, 66, 67:
+		return true
+	default:
+		return false
+	}
+}
+
+// IsSkyOnly returns true for codes that represent "sky condition only"
+// (clear/mostly/partly/cloudy) rather than fog/precip/etc.
+func IsSkyOnly(code model.WMOCode) bool {
+	switch code {
+	case 0, 1, 2, 3:
+		return true
+	default:
+		return false
+	}
+}
Author	SHA1	Message	Date
Eric Rakestraw	9ddcf5e0df	Document the PostgreSQL schema contract in doc.go All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-03-17 09:33:07 -05:00
Eric Rakestraw	d0b58a4734	Updates to track feedkit v0.7.2 and to add a dedupe processor All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-03-16 18:35:44 -05:00
Eric Rakestraw	6cd823f528	Update go.mod All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-03-16 15:37:31 -05:00
Eric Rakestraw	84da2bb689	Added a postgres sink implementation. Some checks failed ci/woodpecker/push/build-image Pipeline failed Details	2026-03-16 15:32:46 -05:00
Eric Rakestraw	859ee9dd5c	Updated go.sum All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-03-16 13:37:49 -05:00
Eric Rakestraw	ea113e2dcc	Updated processor/normalizer wiring to track Feedkit v0.7.0 Some checks failed ci/woodpecker/push/build-image Pipeline failed Details	2026-03-16 13:35:51 -05:00
Eric Rakestraw	38bc162918	Updated go.sum All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-03-15 19:26:51 -05:00
Eric Rakestraw	eae9568afe	Updated source configuration to track Feedkit v0.6.0 Some checks failed ci/woodpecker/push/build-image Pipeline failed Details	2026-03-15 19:22:57 -05:00
Eric Rakestraw	f464592c56	Updates to accommodate the new upstream version of feedkit (v0.5.0), which now supports both polling sources and streaming sources. All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-02-08 15:05:53 -06:00
Eric Rakestraw	123e8ff763	Moved the standards package out of internal/ so it can be imported by downstream consumers. All checks were successful ci/woodpecker/push/build-image Pipeline was successful Details	2026-02-08 09:15:07 -06:00