diff --git a/scripts/coreshub_pricing_lib.go b/scripts/coreshub_pricing_lib.go
new file mode 100644
index 0000000..10f144d
--- /dev/null
+++ b/scripts/coreshub_pricing_lib.go
@@ -0,0 +1,81 @@
+//go:build llm_script
+
+package main
+
+import (
+	"fmt"
+	"regexp"
+	"strings"
+)
+
+const defaultCoresHubPricingURL = "https://docs.coreshub.cn/console/big_model_server/introduce/model_choose"
+
+var coreshubPricingPattern = regexp.MustCompile(`(DeepSeek-[A-Za-z0-9.\-]+)\s+(限时免费|￥\s*[\d.]+\s*/\s*千\s*tokens)\s+(限时免费|￥\s*[\d.]+\s*/\s*千\s*tokens)`)
+var coreshubPricingHTMLRowPattern = regexp.MustCompile(`(?is)<tr>\s*<td[^>]*>\s*<p[^>]*>(DeepSeek-[^<]+)</p>\s*</td>\s*<td[^>]*>\s*<p[^>]*>(限时免费|￥\s*[\d.]+\s*/\s*千\s*tokens)</p>\s*</td>\s*<td[^>]*>\s*<p[^>]*>(限时免费|￥\s*[\d.]+\s*/\s*千\s*tokens)</p>\s*</td>\s*</tr>`)
+var coreshubPriceValuePattern = regexp.MustCompile(`([\d.]+)`)
+
+func parseCoresHubPricingCatalog(raw string) ([]officialPricingRecord, error) {
+	raw = strings.ReplaceAll(raw, "¥", "￥")
+	matches := coreshubPricingHTMLRowPattern.FindAllStringSubmatch(raw, -1)
+	if len(matches) == 0 {
+		normalized := cleanHTMLText(raw)
+		normalized = strings.ReplaceAll(normalized, "¥", "￥")
+		matches = coreshubPricingPattern.FindAllStringSubmatch(normalized, -1)
+	}
+	if len(matches) == 0 {
+		return nil, fmt.Errorf("no coreshub pricing rows found")
+	}
+
+	records := make([]officialPricingRecord, 0, len(matches))
+	for _, match := range matches {
+		modelName := strings.TrimSpace(match[1])
+		providerName := "DeepSeek"
+		providerNameCn, providerCountry, providerWebsite := providerMetadata(providerName)
+		inputPrice, inputFree, err := parseCoresHubPrice(match[2])
+		if err != nil {
+			return nil, fmt.Errorf("parse input price for %s: %w", modelName, err)
+		}
+		outputPrice, outputFree, err := parseCoresHubPrice(match[3])
+		if err != nil {
+			return nil, fmt.Errorf("parse output price for %s: %w", modelName, err)
+		}
+		record := officialPricingRecord{
+			ModelID:         normalizeExternalID("coreshub", modelName),
+			ModelName:       modelName,
+			ProviderName:    providerName,
+			ProviderNameCn:  providerNameCn,
+			ProviderCountry: providerCountry,
+			ProviderWebsite: providerWebsite,
+			OperatorName:    "CoresHub",
+			OperatorNameCn:  "CoresHub",
+			OperatorCountry: "CN",
+			OperatorWebsite: "https://www.qingcloud.com/products/coreshub",
+			OperatorType:    "cloud",
+			Region:          "CN",
+			Currency:        "CNY",
+			InputPrice:      inputPrice,
+			OutputPrice:     outputPrice,
+			SourceURL:       defaultCoresHubPricingURL,
+			ModelSourceURL:  defaultCoresHubPricingURL,
+			DateConfidence:  "unknown",
+			DateSourceKind:  "official_product_page",
+			Modality:        detectModality(modelName),
+			IsFree:          inputFree && outputFree,
+		}
+		records = append(records, record)
+	}
+	return records, nil
+}
+
+func parseCoresHubPrice(raw string) (float64, bool, error) {
+	value := strings.TrimSpace(raw)
+	if strings.Contains(value, "免费") {
+		return 0, true, nil
+	}
+	match := coreshubPriceValuePattern.FindStringSubmatch(value)
+	if len(match) != 2 {
+		return 0, false, fmt.Errorf("price value not found in %q", raw)
+	}
+	price := mustParseSubscriptionPrice(match[1]) * 1000
+	return price, false, nil
+}
diff --git a/scripts/import_coreshub_pricing.go b/scripts/import_coreshub_pricing.go
new file mode 100644
index 0000000..b0b7a29
--- /dev/null
+++ b/scripts/import_coreshub_pricing.go
@@ -0,0 +1,88 @@
+//go:build llm_script
+
+package main
+
+import (
+	"database/sql"
+	"flag"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"time"
+)
+
+type coreshubPricingImportConfig struct {
+	URL     string
+	Fixture string
+	DryRun  bool
+	Timeout time.Duration
+}
+
+func main() {
+	loadSubscriptionImportEnv()
+
+	var url string
+	var fixture string
+	var dryRun bool
+	var timeoutSeconds int
+
+	flag.StringVar(&url, "url", defaultCoresHubPricingURL, "CoresHub 官方价格页")
+	flag.StringVar(&fixture, "fixture", "", "CoresHub 价格样例文件")
+	flag.BoolVar(&dryRun, "dry-run", false, "仅解析并打印摘要，不写入数据库")
+	flag.IntVar(&timeoutSeconds, "timeout", 20, "请求超时（秒）")
+	flag.Parse()
+
+	cfg := coreshubPricingImportConfig{
+		URL:     url,
+		Fixture: fixture,
+		DryRun:  dryRun,
+		Timeout: time.Duration(timeoutSeconds) * time.Second,
+	}
+
+	var db *sql.DB
+	var err error
+	if !cfg.DryRun {
+		db, err = subscriptionImportDB()
+		if err != nil {
+			fmt.Fprintf(os.Stderr, "open db: %v\n", err)
+			os.Exit(1)
+		}
+		defer db.Close()
+	}
+
+	if err := runCoresHubPricingImport(cfg, db, os.Stdout); err != nil {
+		fmt.Fprintf(os.Stderr, "import_coreshub_pricing: %v\n", err)
+		os.Exit(1)
+	}
+}
+
+func runCoresHubPricingImport(cfg coreshubPricingImportConfig, db *sql.DB, out io.Writer) error {
+	client := &http.Client{Timeout: cfg.Timeout}
+	raw, err := fetchSubscriptionPage(cfg.URL, cfg.Fixture, client)
+	if err != nil {
+		return err
+	}
+	records, err := parseCoresHubPricingCatalog(raw)
+	if err != nil {
+		return err
+	}
+	records = dedupeOfficialPricingRecords(records)
+	if cfg.DryRun {
+		_, err = fmt.Fprintf(out, "source=coreshub-pricing-import models=%d operator=%s dry_run=true\n", len(records), records[0].OperatorName)
+		return err
+	}
+	if db == nil {
+		return fmt.Errorf("db is required when dry-run=false")
+	}
+	if err := upsertOfficialPricingRecords(db, records, "coreshub-pricing-import"); err != nil {
+		return err
+	}
+
+	var tableRows int
+	if err := db.QueryRow(`SELECT COUNT(*) FROM region_pricing`).Scan(&tableRows); err != nil {
+		return fmt.Errorf("count region_pricing: %w", err)
+	}
+	_, err = fmt.Fprintf(out, "source=coreshub-pricing-import models=%d operator=%s table_rows=%d dry_run=false\n", len(records), records[0].OperatorName, tableRows)
+	return err
+}
diff --git a/scripts/import_coreshub_pricing_test.go b/scripts/import_coreshub_pricing_test.go
new file mode 100644
index 0000000..01da2c9
--- /dev/null
+++ b/scripts/import_coreshub_pricing_test.go
@@ -0,0 +1,64 @@
+//go:build llm_script
+
+package main
+
+import (
+	"bytes"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+)
+
+func TestParseCoresHubPricingCatalogBuildsRecords(t *testing.T) {
+	raw, err := os.ReadFile(filepath.Join("testdata", "coreshub_pricing_sample.txt"))
+	if err != nil {
+		t.Fatalf("读取 fixture 失败: %v", err)
+	}
+
+	records, err := parseCoresHubPricingCatalog(string(raw))
+	if err != nil {
+		t.Fatalf("parseCoresHubPricingCatalog 返回错误: %v", err)
+	}
+	if len(records) != 8 {
+		t.Fatalf("期望 8 条 CoresHub 价格记录，实际 %d", len(records))
+	}
+	if records[0].ModelID != "coreshub-deepseek-r1-distill-qwen-1-5b" {
+		t.Fatalf("首条 modelID 错误: %q", records[0].ModelID)
+	}
+	if !records[0].IsFree || records[0].InputPrice != 0 || records[0].OutputPrice != 0 {
+		t.Fatalf("免费模型解析错误: %+v", records[0])
+	}
+	if records[3].InputPrice != 0.2 || records[3].OutputPrice != 0.2 {
+		t.Fatalf("千 token 单价换算错误: %+v", records[3])
+	}
+	if records[6].InputPrice != 2 || records[6].OutputPrice != 8 {
+		t.Fatalf("DeepSeek-V3 价格错误: %+v", records[6])
+	}
+	if records[7].InputPrice != 4 || records[7].OutputPrice != 16 {
+		t.Fatalf("DeepSeek-R1 价格错误: %+v", records[7])
+	}
+}
+
+func TestRunCoresHubPricingImportDryRunPrintsSummary(t *testing.T) {
+	var out bytes.Buffer
+	err := runCoresHubPricingImport(coreshubPricingImportConfig{
+		URL:     defaultCoresHubPricingURL,
+		Fixture: filepath.Join("testdata", "coreshub_pricing_sample.txt"),
+		DryRun:  true,
+	}, nil, &out)
+	if err != nil {
+		t.Fatalf("runCoresHubPricingImport 返回错误: %v", err)
+	}
+	output := out.String()
+	for _, want := range []string{
+		"source=coreshub-pricing-import",
+		"models=8",
+		"operator=CoresHub",
+		"dry_run=true",
+	} {
+		if !strings.Contains(output, want) {
+			t.Fatalf("输出缺少 %q，实际: %q", want, output)
+		}
+	}
+}
diff --git a/scripts/importer_smoke_gate_test.sh b/scripts/importer_smoke_gate_test.sh
new file mode 100755
index 0000000..e8859b3
--- /dev/null
+++ b/scripts/importer_smoke_gate_test.sh
@@ -0,0 +1,35 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT_DIR"
+
+set +e
+FAIL_OUTPUT="$(CORESHUB_FIXTURE_PATH=/nonexistent bash scripts/verify_importer_smoke.sh 2>&1)"
+FAIL_RC=$?
+set -e
+
+if [[ "$FAIL_RC" -eq 0 ]]; then
+    echo "expected verify_importer_smoke.sh to fail with invalid fixture"
+    exit 1
+fi
+
+printf '%s' "$FAIL_OUTPUT" | grep -q '\[FAIL\] importer_smoke=coreshub-fixture'
+
+set +e
+PASS_OUTPUT="$(bash scripts/verify_importer_smoke.sh 2>&1)"
+PASS_RC=$?
+set -e
+
+if [[ "$PASS_RC" -eq 0 ]]; then
+    echo "expected current live ctyun smoke to fail before full gate"
+    exit 1
+fi
+
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=coreshub-fixture'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=coreshub-live'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[PASS\] importer_smoke=ctyun-fixture'
+printf '%s' "$PASS_OUTPUT" | grep -q '\[FAIL\] importer_smoke=ctyun-live'
+
+echo "importer_smoke_gate_test: PASS"
diff --git a/scripts/report_state_tracking_test.sh b/scripts/report_state_tracking_test.sh
new file mode 100755
index 0000000..2019dd9
--- /dev/null
+++ b/scripts/report_state_tracking_test.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT_DIR"
+
+source .env.local 2>/dev/null || true
+source .env 2>/dev/null || true
+source scripts/report_utils.sh
+
+if [[ -z "${DATABASE_URL:-}" ]]; then
+    echo "DATABASE_URL is required"
+    exit 1
+fi
+
+TEST_DATE="2099-01-01"
+cleanup() {
+    psql "$DATABASE_URL" -v ON_ERROR_STOP=1 -c "DELETE FROM report_runs WHERE report_date = DATE '$TEST_DATE'; DELETE FROM daily_report WHERE report_date = DATE '$TEST_DATE';" >/dev/null
+}
+trap cleanup EXIT
+cleanup
+
+track_report_state "$DATABASE_URL" "$TEST_DATE" generated 123 'official summary' 'reports/daily/daily_report_2099-01-01.md' '' scheduled cron true >/dev/null
+
+OFFICIAL_ROW="$(psql "$DATABASE_URL" -Atqc "SELECT status || '|' || run_kind || '|' || trigger_source || '|' || is_official_daily::text FROM daily_report WHERE report_date = DATE '$TEST_DATE';")"
+[[ "$OFFICIAL_ROW" == "generated|scheduled|cron|true" ]]
+
+OFFICIAL_RUN_COUNT="$(psql "$DATABASE_URL" -Atqc "SELECT count(*) FROM report_runs WHERE report_date = DATE '$TEST_DATE';")"
+[[ "$OFFICIAL_RUN_COUNT" == "1" ]]
+
+track_report_state "$DATABASE_URL" "$TEST_DATE" failed '' '' '' 'manual failed' manual pipeline false >/dev/null
+
+MANUAL_ROW="$(psql "$DATABASE_URL" -Atqc "SELECT status || '|' || run_kind || '|' || trigger_source || '|' || is_official_daily::text FROM daily_report WHERE report_date = DATE '$TEST_DATE';")"
+[[ "$MANUAL_ROW" == "generated|scheduled|cron|true" ]]
+
+RUN_ROWS="$(psql "$DATABASE_URL" -Atqc "SELECT string_agg(status || '|' || run_kind || '|' || trigger_source || '|' || is_official_daily::text, E'\n' ORDER BY id) FROM report_runs WHERE report_date = DATE '$TEST_DATE';")"
+EXPECTED_ROWS=$'generated|scheduled|cron|true\nfailed|manual|pipeline|false'
+[[ "$RUN_ROWS" == "$EXPECTED_ROWS" ]]
+
+echo "report_state_tracking_test: PASS"
diff --git a/scripts/testdata/coreshub_pricing_sample.txt b/scripts/testdata/coreshub_pricing_sample.txt
new file mode 100644
index 0000000..3861e7a
--- /dev/null
+++ b/scripts/testdata/coreshub_pricing_sample.txt
@@ -0,0 +1,10 @@
+# 在线服务模型价格
+模型名称 输入价格 输出价格
+DeepSeek-R1-Distill-Qwen-1.5B 限时免费 限时免费
+DeepSeek-R1-Distill-Qwen-7B 限时免费 限时免费
+DeepSeek-R1-Distill-Llama-8B 限时免费 限时免费
+DeepSeek-R1-Distill-Qwen-14B ￥0.0002 / 千 tokens ￥0.0002 / 千 tokens
+DeepSeek-R1-Distill-Qwen-32B ￥0.0002 / 千 tokens ￥0.0002 / 千 tokens
+DeepSeek-R1-Distill-Llama-70B ￥0.0002 / 千 tokens ￥0.0002 / 千 tokens
+DeepSeek-V3 ￥0.002 / 千 tokens ￥0.008 / 千 tokens
+DeepSeek-R1 ￥0.004 / 千 tokens ￥0.016 / 千 tokens
diff --git a/scripts/verify_importer_smoke.sh b/scripts/verify_importer_smoke.sh
new file mode 100755
index 0000000..4a641e7
--- /dev/null
+++ b/scripts/verify_importer_smoke.sh
@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT_DIR"
+
+CORESHUB_FIXTURE_PATH="${CORESHUB_FIXTURE_PATH:-./scripts/testdata/coreshub_pricing_sample.txt}"
+CTYUN_CODING_FIXTURE_PATH="${CTYUN_CODING_FIXTURE_PATH:-./scripts/testdata/ctyun_coding_plan_sample.txt}"
+CTYUN_TOKEN_FIXTURE_PATH="${CTYUN_TOKEN_FIXTURE_PATH:-./scripts/testdata/ctyun_token_plan_sample.txt}"
+
+last_meaningful_line() {
+    awk 'NF && $0 !~ /^exit status [0-9]+$/ { line=$0 } END { print line }'
+}
+
+run_smoke() {
+    local name="$1"
+    local command="$2"
+    local output rc tail
+
+    set +e
+    output="$(bash -lc "$command" 2>&1)"
+    rc=$?
+    set -e
+
+    printf '%s\n' "$output"
+    if [[ "$rc" -eq 0 ]]; then
+        echo "[PASS] importer_smoke=${name}"
+        return 0
+    fi
+
+    tail="$(printf '%s\n' "$output" | last_meaningful_line)"
+    echo "[FAIL] importer_smoke=${name} detail=${tail:-unknown failure}"
+    return 1
+}
+
+run_smoke "coreshub-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/coreshub_pricing_lib.go ./scripts/import_coreshub_pricing.go -fixture ${CORESHUB_FIXTURE_PATH@Q} -dry-run"
+run_smoke "coreshub-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/coreshub_pricing_lib.go ./scripts/import_coreshub_pricing.go -dry-run"
+run_smoke "ctyun-fixture" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/ctyun_subscription_lib.go ./scripts/import_ctyun_subscription.go -coding-fixture ${CTYUN_CODING_FIXTURE_PATH@Q} -token-fixture ${CTYUN_TOKEN_FIXTURE_PATH@Q} -dry-run"
+run_smoke "ctyun-live" "go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/ctyun_subscription_lib.go ./scripts/import_ctyun_subscription.go -dry-run"
+
+echo "IMPORTER_SMOKE_RESULT: PASS"