feat(pipeline): wire collectors into real pipeline gates

Wire the new subscription and official pricing collectors into the daily, real, and intel pipeline entrypoints.

This commit also upgrades Phase 6 verification with recent-window collector classification so gate failures distinguish preconditions from true runtime or provider issues.

scripts/collector_stats_window_audit.sh

@@ -0,0 +1,164 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+LIMIT=7
+DB_URL="${DATABASE_URL:-}"
+INPUT_PATH=""
+THRESHOLD=""
+FIELD_SEP=$'\x1f'
+
+usage() {
+    cat <<'EOF'
+用法:
+  bash scripts/collector_stats_window_audit.sh --db <DATABASE_URL> [--limit N] [--assert-success-rate PCT]
+  bash scripts/collector_stats_window_audit.sh --input <tsv-file> [--limit N] [--assert-success-rate PCT]
+
+输入 TSV 列顺序:
+  source<TAB>success<TAB>error_message<TAB>created_at
+EOF
+}
+
+classify_failure() {
+    local message normalized
+    message="${1:-}"
+    normalized="$(printf '%s' "$message" | tr '[:upper:]' '[:lower:]')"
+
+    if [[ -z "${normalized// }" ]]; then
+        printf '%s\n' "collector_runtime_failure"
+        return
+    fi
+
+    case "$normalized" in
+        *"api key"*|*"strict real mode"*|*"database_url"*|*"password authentication failed"*|*"permission denied"*|*"role does not exist"*|*"relation does not exist"*|*"must provide"*)
+            printf '%s\n' "precondition_missing"
+            ;;
+        *"429"*|*"rate limit"*|*"too many requests"*|*"timeout"*|*"temporarily unavailable"*|*"transport closed"*|*"connection reset"*|*"connection refused"*|*"eof"*|*"tls handshake timeout"*|*"no such host"*|*"i/o timeout"*)
+            printf '%s\n' "external_provider_failure"
+            ;;
+        *)
+            printf '%s\n' "collector_runtime_failure"
+            ;;
+    esac
+}
+
+fetch_rows_from_db() {
+    if [[ -z "${DB_URL:-}" ]]; then
+        echo "missing --db / DATABASE_URL" >&2
+        return 1
+    fi
+    psql "$DB_URL" -F "$FIELD_SEP" -Atqc "
+        SELECT
+            COALESCE(source, ''),
+            CASE WHEN success THEN 't' ELSE 'f' END,
+            COALESCE(error_message, ''),
+            TO_CHAR(created_at, 'YYYY-MM-DD HH24:MI:SS')
+        FROM collector_stats
+        ORDER BY created_at DESC
+        LIMIT ${LIMIT};
+    "
+}
+
+fetch_rows_from_file() {
+    if [[ -z "${INPUT_PATH:-}" ]]; then
+        echo "missing --input" >&2
+        return 1
+    fi
+    head -n "$LIMIT" "$INPUT_PATH"
+}
+
+while [[ $# -gt 0 ]]; do
+    case "$1" in
+        --db)
+            DB_URL="$2"
+            shift 2
+            ;;
+        --input)
+            INPUT_PATH="$2"
+            shift 2
+            ;;
+        --limit)
+            LIMIT="$2"
+            shift 2
+            ;;
+        --assert-success-rate)
+            THRESHOLD="$2"
+            shift 2
+            ;;
+        --help|-h)
+            usage
+            exit 0
+            ;;
+        *)
+            echo "unknown arg: $1" >&2
+            usage >&2
+            exit 1
+            ;;
+    esac
+done
+
+if [[ -n "$INPUT_PATH" ]]; then
+    ROWS="$(fetch_rows_from_file)"
+else
+    ROWS="$(fetch_rows_from_db)"
+fi
+
+SUCCESS_COUNT=0
+FAILURE_COUNT=0
+PRECONDITION_COUNT=0
+EXTERNAL_COUNT=0
+RUNTIME_COUNT=0
+UNKNOWN_COUNT=0
+ROW_COUNT=0
+DETAIL_LINES=""
+
+while IFS= read -r raw_line; do
+    [[ -z "${raw_line}" ]] && continue
+    normalized_line="${raw_line//$'\t'/$FIELD_SEP}"
+    IFS="$FIELD_SEP" read -r source success error_message created_at <<< "$normalized_line"
+    ROW_COUNT=$((ROW_COUNT + 1))
+    if [[ "$success" == "t" || "$success" == "true" ]]; then
+        SUCCESS_COUNT=$((SUCCESS_COUNT + 1))
+        category="success"
+        rendered_error="-"
+    else
+        FAILURE_COUNT=$((FAILURE_COUNT + 1))
+        category="$(classify_failure "$error_message")"
+        rendered_error="${error_message:-unknown}"
+        case "$category" in
+            precondition_missing)
+                PRECONDITION_COUNT=$((PRECONDITION_COUNT + 1))
+                ;;
+            external_provider_failure)
+                EXTERNAL_COUNT=$((EXTERNAL_COUNT + 1))
+                ;;
+            collector_runtime_failure)
+                RUNTIME_COUNT=$((RUNTIME_COUNT + 1))
+                ;;
+            *)
+                UNKNOWN_COUNT=$((UNKNOWN_COUNT + 1))
+                ;;
+        esac
+    fi
+    DETAIL_LINES+=$'sample_'"${ROW_COUNT}"$' created_at='"${created_at:-unknown}"$' source='"${source:-unknown}"$' outcome='"$([[ "$category" == "success" ]] && printf '%s' "success" || printf '%s' "failure")"$' category='"${category}"$' error='"${rendered_error}"$'\n'
+done <<< "$ROWS"
+
+if [[ "$ROW_COUNT" -eq 0 ]]; then
+    echo "window_size=0 success_count=0 failure_count=0 success_rate=0.00 threshold=${THRESHOLD:-n/a} precondition_missing=0 external_provider_failure=0 collector_runtime_failure=0 unknown_failure=0"
+    echo "sample_window=empty"
+    if [[ -n "$THRESHOLD" ]]; then
+        exit 1
+    fi
+    exit 0
+fi
+
+SUCCESS_RATE="$(awk -v success="$SUCCESS_COUNT" -v total="$ROW_COUNT" 'BEGIN { printf "%.2f", (success * 100) / total }')"
+echo "window_size=${ROW_COUNT} success_count=${SUCCESS_COUNT} failure_count=${FAILURE_COUNT} success_rate=${SUCCESS_RATE} threshold=${THRESHOLD:-n/a} precondition_missing=${PRECONDITION_COUNT} external_provider_failure=${EXTERNAL_COUNT} collector_runtime_failure=${RUNTIME_COUNT} unknown_failure=${UNKNOWN_COUNT}"
+printf '%s' "$DETAIL_LINES"
+
+if [[ -n "$THRESHOLD" ]]; then
+    if awk -v actual="$SUCCESS_RATE" -v threshold="$THRESHOLD" 'BEGIN { exit !(actual >= threshold) }'; then
+        exit 0
+    fi
+    exit 1
+fi

scripts/collector_stats_window_audit_test.sh

@@ -0,0 +1,52 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT_DIR"
+
+TMP_DIR="$(mktemp -d)"
+trap 'rm -rf "$TMP_DIR"' EXIT
+
+FIXTURE_FAIL="$TMP_DIR/collector_stats_fail.tsv"
+cat > "$FIXTURE_FAIL" <<'EOF'
+openrouter	f	严格真实模式下必须提供 API Key	2026-05-15 20:00:00
+openrouter	f	429 Too Many Requests	2026-05-15 19:59:00
+openrouter	t		2026-05-15 19:58:00
+openrouter	t		2026-05-15 19:57:00
+openrouter	t		2026-05-15 19:56:00
+openrouter	t		2026-05-15 19:55:00
+openrouter	f	insert models failed	2026-05-15 19:54:00
+EOF
+
+set +e
+FAIL_OUTPUT="$(bash scripts/collector_stats_window_audit.sh --input "$FIXTURE_FAIL" --limit 7 --assert-success-rate 95 2>&1)"
+FAIL_RC=$?
+set -e
+
+if [[ "$FAIL_RC" -eq 0 ]]; then
+    echo "expected failing fixture to exit non-zero"
+    exit 1
+fi
+
+printf '%s' "$FAIL_OUTPUT" | grep -q 'success_rate=57.14'
+printf '%s' "$FAIL_OUTPUT" | grep -q 'precondition_missing=1'
+printf '%s' "$FAIL_OUTPUT" | grep -q 'external_provider_failure=1'
+printf '%s' "$FAIL_OUTPUT" | grep -q 'collector_runtime_failure=1'
+printf '%s' "$FAIL_OUTPUT" | grep -q 'sample_1 created_at=2026-05-15 20:00:00'
+
+FIXTURE_PASS="$TMP_DIR/collector_stats_pass.tsv"
+cat > "$FIXTURE_PASS" <<'EOF'
+openrouter	t		2026-05-15 20:00:00
+openrouter	t		2026-05-15 19:59:00
+openrouter	t		2026-05-15 19:58:00
+openrouter	t		2026-05-15 19:57:00
+openrouter	t		2026-05-15 19:56:00
+openrouter	t		2026-05-15 19:55:00
+openrouter	t		2026-05-15 19:54:00
+EOF
+
+PASS_OUTPUT="$(bash scripts/collector_stats_window_audit.sh --input "$FIXTURE_PASS" --limit 7 --assert-success-rate 95 2>&1)"
+printf '%s' "$PASS_OUTPUT" | grep -q 'success_rate=100.00'
+printf '%s' "$PASS_OUTPUT" | grep -q 'failure_count=0'
+printf '%s' "$PASS_OUTPUT" | grep -q 'sample_7 created_at=2026-05-15 19:54:00'

scripts/run_daily.sh

@@ -14,14 +14,15 @@ if [[ -f "$PROJECT_DIR/.env" ]]; then
     source "$PROJECT_DIR/.env"
 fi
 DB_URL="${DATABASE_URL:-host=/var/run/postgresql dbname=llm_intelligence user=long sslmode=disable}"
+export DATABASE_URL="$DB_URL"
 REPORT_DATE="$(report_date_value)"
 LOG_FILE="/tmp/llm_hub_daily_${REPORT_DATE}.log"
 FEISHU_WEBHOOK="${FEISHU_WEBHOOK:-}"
 MODEL_COUNT=""
 FETCH_OUT="${PROJECT_DIR}/models.json"
 FETCH_TOTAL="0"
-PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_report"
+PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_signal_snapshot,daily_report"
-PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance"
+PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,catalog_seed_verification"
 PIPELINE_FAILED_SOURCE_SET="none"
 MULTI_SOURCE_AUDIT="multi_source_audit=unavailable"
 PIPELINE_AUDIT_SUMMARY=""
@@ -181,6 +182,210 @@ if ! go run -tags llm_script scripts/import_bytedance_data.go >> "$LOG_FILE" 2>&
     merge_failed_source_keys "bytedance"
     error_exit "字节官方导入失败"
 fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/aliyun_subscription_lib.go \
+    scripts/import_aliyun_subscription.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "aliyun_subscription"
+    error_exit "阿里云套餐导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/baidu_subscription_lib.go \
+    scripts/import_baidu_subscription.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "baidu_subscription"
+    error_exit "百度套餐导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/ctyun_subscription_lib.go \
+    scripts/import_ctyun_subscription.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "ctyun_subscription"
+    error_exit "天翼云套餐导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/bytedance_subscription_lib.go \
+    scripts/import_bytedance_subscription.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "bytedance_subscription"
+    error_exit "火山方舟套餐导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/huawei_package_lib.go \
+    scripts/import_huawei_package.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "huawei_package"
+    error_exit "华为云套餐包导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/zhipu_coding_plan_lib.go \
+    scripts/import_zhipu_coding_plan.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "zhipu_coding_plan"
+    error_exit "智谱 Coding Plan 导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/minimax_subscription_lib.go \
+    scripts/import_minimax_subscription.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "minimax_subscription"
+    error_exit "MiniMax Token Plan 导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/catalog_verification_common.go \
+    scripts/import_cucloud_catalog.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "cucloud_catalog"
+    error_exit "联通云目录校验失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/catalog_verification_common.go \
+    scripts/import_mobile_cloud_catalog.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "mobile_cloud_catalog"
+    error_exit "移动云目录校验失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/youdao_pricing_lib.go \
+    scripts/import_youdao_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "youdao_pricing"
+    error_exit "网易有道价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/platform360_pricing_lib.go \
+    scripts/import_360_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "platform360_pricing"
+    error_exit "360 智脑价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/siliconflow_pricing_lib.go \
+    scripts/import_siliconflow_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "siliconflow_pricing"
+    error_exit "硅基流动价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/ppio_pricing_lib.go \
+    scripts/import_ppio_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "ppio_pricing"
+    error_exit "PPIO 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/ucloud_pricing_lib.go \
+    scripts/import_ucloud_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "ucloud_pricing"
+    error_exit "UCloud 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/pricing_markdown_snapshot_lib.go \
+    scripts/cloudflare_pricing_snapshot_lib.go \
+    scripts/signature_guard_common.go \
+    scripts/official_import_signature_audit_lib.go \
+    scripts/cloudflare_pricing_signature_guard_lib.go \
+    scripts/cloudflare_pricing_import_runner.go \
+    scripts/cloudflare_pricing_lib.go \
+    scripts/cloudflare_pricing_signature_guard.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "cloudflare_pricing_signature"
+    error_exit "Cloudflare Workers AI 价格页结构签名漂移"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/pricing_markdown_snapshot_lib.go \
+    scripts/cloudflare_pricing_snapshot_lib.go \
+    scripts/cloudflare_pricing_import_runner.go \
+    scripts/cloudflare_pricing_lib.go \
+    scripts/import_cloudflare_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "cloudflare_pricing"
+    error_exit "Cloudflare Workers AI 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/pricing_markdown_snapshot_lib.go \
+    scripts/perplexity_pricing_snapshot_lib.go \
+    scripts/signature_guard_common.go \
+    scripts/official_import_signature_audit_lib.go \
+    scripts/perplexity_pricing_signature_guard_lib.go \
+    scripts/perplexity_pricing_import_runner.go \
+    scripts/perplexity_pricing_lib.go \
+    scripts/perplexity_pricing_signature_guard.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "perplexity_pricing_signature"
+    error_exit "Perplexity API 价格页结构签名漂移"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/pricing_markdown_snapshot_lib.go \
+    scripts/perplexity_pricing_snapshot_lib.go \
+    scripts/perplexity_pricing_import_runner.go \
+    scripts/perplexity_pricing_lib.go \
+    scripts/import_perplexity_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "perplexity_pricing"
+    error_exit "Perplexity API 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/pricing_markdown_snapshot_lib.go \
+    scripts/signature_guard_common.go \
+    scripts/official_import_signature_audit_lib.go \
+    scripts/vertex_pricing_snapshot_lib.go \
+    scripts/vertex_pricing_signature_guard_lib.go \
+    scripts/vertex_pricing_import_runner.go \
+    scripts/vertex_pricing_lib.go \
+    scripts/vertex_pricing_signature_guard.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "vertex_pricing_signature"
+    error_exit "Vertex AI 价格页结构签名漂移"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/vertex_pricing_snapshot_lib.go \
+    scripts/vertex_pricing_import_runner.go \
+    scripts/vertex_pricing_lib.go \
+    scripts/import_vertex_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "vertex_pricing"
+    error_exit "Vertex AI 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/bedrock_pricing_lib.go \
+    scripts/import_bedrock_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "bedrock_pricing"
+    error_exit "Amazon Bedrock 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/official_pricing_import_common.go \
+    scripts/azure_openai_pricing_lib.go \
+    scripts/import_azure_openai_pricing.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "azure_openai_pricing"
+    error_exit "Azure OpenAI 价格导入失败"
+fi
+if ! go run -tags llm_script \
+    scripts/subscription_import_common.go \
+    scripts/import_catalog_seed_verification.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "catalog_seed_verification"
+    error_exit "目录级官方入口核验失败"
+fi
+if ! SIGNAL_SOURCE_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run -tags llm_script \
+    scripts/materialize_daily_signals.go >> "$LOG_FILE" 2>&1; then
+    merge_failed_source_keys "daily_signal_snapshot"
+    error_exit "每日关键信号物化失败"
+fi
 refresh_pipeline_audit
 log "✅ 多源补充同步完成"
 
@@ -195,7 +400,7 @@ log "✅ 数据质量检查通过 (模型数: ${MODEL_COUNT})"
 # 3. 生成日报
 log "3️⃣ 生成日报..."
 export DATABASE_URL="$DB_URL"
-if ! REPORT_RUN_KIND="scheduled" REPORT_TRIGGER_SOURCE="cron" REPORT_IS_OFFICIAL_DAILY="true" REPORT_RUNTIME_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run scripts/generate_daily_report.go >> "$LOG_FILE" 2>&1; then
+if ! REPORT_RUN_KIND="scheduled" REPORT_TRIGGER_SOURCE="cron" REPORT_IS_OFFICIAL_DAILY="true" REPORT_RUNTIME_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run scripts/generate_daily_report.go scripts/official_import_signature_audit_query_lib.go >> "$LOG_FILE" 2>&1; then
     error_exit "日报生成失败"
 fi
 log "✅ 日报生成完成"

scripts/run_intel_pipeline.sh

@@ -0,0 +1,181 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT_DIR"
+
+if [[ -f ".env.local" ]]; then
+  # shellcheck disable=SC1091
+  source ".env.local"
+fi
+if [[ -f ".env" ]]; then
+  # shellcheck disable=SC1091
+  source ".env"
+fi
+
+if [[ -z "${DATABASE_URL:-}" ]]; then
+  echo "DATABASE_URL 未设置" >&2
+  exit 1
+fi
+
+if [[ -z "${OPENROUTER_API_KEY:-}" ]]; then
+  echo "OPENROUTER_API_KEY 未设置，无法执行真实采集" >&2
+  exit 1
+fi
+
+REPORT_DATE="${REPORT_DATE:-$(date +%F)}"
+FETCH_OUT="$ROOT_DIR/models.json"
+FETCH_TOTAL="0"
+PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_signal_snapshot"
+PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,catalog_seed_verification"
+PIPELINE_FAILED_SOURCE_SET="none"
+MULTI_SOURCE_AUDIT="multi_source_audit=unavailable"
+PIPELINE_AUDIT_SUMMARY=""
+
+normalize_summary_file() {
+  local path="$1"
+  if [[ ! -f "$path" ]]; then
+    return
+  fi
+  tr '\n' ' ' < "$path" | sed 's/[[:space:]]\+/ /g; s/^ //; s/ $//'
+}
+
+extract_failed_source_keys() {
+  local summary="$1"
+  printf '%s\n' "$summary" | sed -n 's/.*failed_source_keys=\([^ ]*\).*/\1/p'
+}
+
+merge_failed_source_keys() {
+  local keys="$1"
+  if [[ -z "$keys" || "$keys" == "none" ]]; then
+    return
+  fi
+  if [[ "$PIPELINE_FAILED_SOURCE_SET" == "none" ]]; then
+    PIPELINE_FAILED_SOURCE_SET="$keys"
+    return
+  fi
+  PIPELINE_FAILED_SOURCE_SET="${PIPELINE_FAILED_SOURCE_SET},${keys}"
+}
+
+refresh_pipeline_audit() {
+  PIPELINE_AUDIT_SUMMARY="runtime_audit stage_set=${PIPELINE_STAGE_SET} selected_source_keys=${PIPELINE_SOURCE_SET} failed_source_keys=${PIPELINE_FAILED_SOURCE_SET} openrouter_total=${FETCH_TOTAL:-0} ${MULTI_SOURCE_AUDIT}"
+}
+
+run_or_fail() {
+  local source_key="$1"
+  local error_message="$2"
+  shift 2
+  if ! "$@"; then
+    merge_failed_source_keys "$source_key"
+    refresh_pipeline_audit
+    echo "$error_message" >&2
+    exit 1
+  fi
+}
+
+refresh_pipeline_audit
+
+bash "$ROOT_DIR/scripts/apply_migration.sh"
+
+run_or_fail "openrouter" "OpenRouter 真实采集失败" \
+  go run "./scripts/fetch_openrouter.go" -api-key "$OPENROUTER_API_KEY" -db "$DATABASE_URL" -out "$FETCH_OUT" -strict-real
+
+FETCH_TOTAL=$(python3 - <<'PY' "$FETCH_OUT"
+import json, sys
+path = sys.argv[1]
+with open(path, 'r', encoding='utf-8') as f:
+    data = json.load(f)
+print(int(data.get("total", 0)))
+PY
+)
+if [[ "${FETCH_TOTAL:-0}" -lt 10 ]]; then
+  merge_failed_source_keys "openrouter"
+  refresh_pipeline_audit
+  echo "本次采集结果异常: total=${FETCH_TOTAL:-0} < 10" >&2
+  exit 1
+fi
+refresh_pipeline_audit
+
+MULTI_SOURCE_OUTPUT="$(mktemp)"
+if ! go run "./scripts/fetch_multi_source.go" --sources moonshot,deepseek,openai > "$MULTI_SOURCE_OUTPUT"; then
+  MULTI_SOURCE_SUMMARY="$(normalize_summary_file "$MULTI_SOURCE_OUTPUT")"
+  if [[ -n "$MULTI_SOURCE_SUMMARY" ]]; then
+    MULTI_SOURCE_AUDIT="multi_source_audit=${MULTI_SOURCE_SUMMARY}"
+    merge_failed_source_keys "$(extract_failed_source_keys "$MULTI_SOURCE_SUMMARY")"
+  else
+    MULTI_SOURCE_AUDIT="multi_source_audit=stage_failed"
+    merge_failed_source_keys "moonshot,deepseek,openai"
+  fi
+  cat "$MULTI_SOURCE_OUTPUT"
+  rm -f "$MULTI_SOURCE_OUTPUT"
+  refresh_pipeline_audit
+  echo "多源补充同步失败" >&2
+  exit 1
+fi
+MULTI_SOURCE_SUMMARY="$(normalize_summary_file "$MULTI_SOURCE_OUTPUT")"
+MULTI_SOURCE_AUDIT="multi_source_audit=${MULTI_SOURCE_SUMMARY:-none}"
+merge_failed_source_keys "$(extract_failed_source_keys "$MULTI_SOURCE_SUMMARY")"
+refresh_pipeline_audit
+cat "$MULTI_SOURCE_OUTPUT"
+rm -f "$MULTI_SOURCE_OUTPUT"
+
+run_or_fail "zhipu" "智谱官方导入失败" go run -tags llm_script "./scripts/import_zhipu_data.go"
+run_or_fail "official_seed_export" "官方种子导出失败" go run -tags llm_script "./scripts/export_official_seed_json.go"
+run_or_fail "baidu" "百度官方导入失败" go run -tags llm_script "./scripts/import_phase2_data.go"
+run_or_fail "bytedance" "字节官方导入失败" go run -tags llm_script "./scripts/import_bytedance_data.go"
+
+run_or_fail "aliyun_subscription" "阿里云套餐导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/aliyun_subscription_lib.go ./scripts/import_aliyun_subscription.go
+run_or_fail "baidu_subscription" "百度套餐导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/baidu_subscription_lib.go ./scripts/import_baidu_subscription.go
+run_or_fail "ctyun_subscription" "天翼云套餐导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/ctyun_subscription_lib.go ./scripts/import_ctyun_subscription.go
+run_or_fail "bytedance_subscription" "火山方舟套餐导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/bytedance_subscription_lib.go ./scripts/import_bytedance_subscription.go
+run_or_fail "huawei_package" "华为云套餐包导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/huawei_package_lib.go ./scripts/import_huawei_package.go
+run_or_fail "zhipu_coding_plan" "智谱 Coding Plan 导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/zhipu_coding_plan_lib.go ./scripts/import_zhipu_coding_plan.go
+run_or_fail "minimax_subscription" "MiniMax Token Plan 导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/minimax_subscription_lib.go ./scripts/import_minimax_subscription.go
+run_or_fail "cucloud_catalog" "联通云目录校验失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/catalog_verification_common.go ./scripts/import_cucloud_catalog.go
+run_or_fail "mobile_cloud_catalog" "移动云目录校验失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/catalog_verification_common.go ./scripts/import_mobile_cloud_catalog.go
+run_or_fail "youdao_pricing" "网易有道价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/youdao_pricing_lib.go ./scripts/import_youdao_pricing.go
+run_or_fail "platform360_pricing" "360 智脑价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/platform360_pricing_lib.go ./scripts/import_360_pricing.go
+run_or_fail "siliconflow_pricing" "硅基流动价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/siliconflow_pricing_lib.go ./scripts/import_siliconflow_pricing.go
+run_or_fail "ppio_pricing" "PPIO 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/ppio_pricing_lib.go ./scripts/import_ppio_pricing.go
+run_or_fail "ucloud_pricing" "UCloud 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/ucloud_pricing_lib.go ./scripts/import_ucloud_pricing.go
+run_or_fail "cloudflare_pricing_signature" "Cloudflare Workers AI 价格页结构签名漂移" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/pricing_markdown_snapshot_lib.go ./scripts/cloudflare_pricing_snapshot_lib.go ./scripts/signature_guard_common.go ./scripts/official_import_signature_audit_lib.go ./scripts/cloudflare_pricing_signature_guard_lib.go ./scripts/cloudflare_pricing_import_runner.go ./scripts/cloudflare_pricing_lib.go ./scripts/cloudflare_pricing_signature_guard.go
+run_or_fail "cloudflare_pricing" "Cloudflare Workers AI 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/pricing_markdown_snapshot_lib.go ./scripts/cloudflare_pricing_snapshot_lib.go ./scripts/cloudflare_pricing_import_runner.go ./scripts/cloudflare_pricing_lib.go ./scripts/import_cloudflare_pricing.go
+run_or_fail "perplexity_pricing_signature" "Perplexity API 价格页结构签名漂移" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/pricing_markdown_snapshot_lib.go ./scripts/perplexity_pricing_snapshot_lib.go ./scripts/signature_guard_common.go ./scripts/official_import_signature_audit_lib.go ./scripts/perplexity_pricing_signature_guard_lib.go ./scripts/perplexity_pricing_import_runner.go ./scripts/perplexity_pricing_lib.go ./scripts/perplexity_pricing_signature_guard.go
+run_or_fail "perplexity_pricing" "Perplexity API 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/pricing_markdown_snapshot_lib.go ./scripts/perplexity_pricing_snapshot_lib.go ./scripts/perplexity_pricing_import_runner.go ./scripts/perplexity_pricing_lib.go ./scripts/import_perplexity_pricing.go
+run_or_fail "vertex_pricing_signature" "Vertex AI 价格页结构签名漂移" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/pricing_markdown_snapshot_lib.go ./scripts/signature_guard_common.go ./scripts/official_import_signature_audit_lib.go ./scripts/vertex_pricing_snapshot_lib.go ./scripts/vertex_pricing_signature_guard_lib.go ./scripts/vertex_pricing_import_runner.go ./scripts/vertex_pricing_lib.go ./scripts/vertex_pricing_signature_guard.go
+
+run_or_fail "vertex_pricing" "Vertex AI 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/vertex_pricing_snapshot_lib.go ./scripts/vertex_pricing_import_runner.go ./scripts/vertex_pricing_lib.go ./scripts/import_vertex_pricing.go
+run_or_fail "bedrock_pricing" "Amazon Bedrock 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/bedrock_pricing_lib.go ./scripts/import_bedrock_pricing.go
+run_or_fail "azure_openai_pricing" "Azure OpenAI 价格导入失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/official_pricing_import_common.go ./scripts/azure_openai_pricing_lib.go ./scripts/import_azure_openai_pricing.go
+
+refresh_pipeline_audit
+run_or_fail "catalog_seed_verification" "目录级官方入口核验失败" \
+  go run -tags llm_script ./scripts/subscription_import_common.go ./scripts/import_catalog_seed_verification.go
+
+refresh_pipeline_audit
+run_or_fail "daily_signal_snapshot" "每日关键信号物化失败" \
+  env SIGNAL_SOURCE_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run -tags llm_script "./scripts/materialize_daily_signals.go"
+
+echo "$PIPELINE_AUDIT_SUMMARY"

scripts/run_real_pipeline.sh

@@ -27,8 +27,8 @@ fi
 REPORT_DATE="$(report_date_value)"
 FETCH_OUT="$ROOT_DIR/models.json"
 FETCH_TOTAL="0"
-PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_report"
+PIPELINE_STAGE_SET="openrouter,multi_source,official_imports,daily_signal_snapshot,daily_report"
-PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance"
+PIPELINE_SOURCE_SET="openrouter,moonshot,deepseek,openai,zhipu,baidu,bytedance,aliyun_subscription,baidu_subscription,ctyun_subscription,bytedance_subscription,huawei_package,zhipu_coding_plan,minimax_subscription,cucloud_catalog,mobile_cloud_catalog,youdao_pricing,platform360_pricing,siliconflow_pricing,ppio_pricing,ucloud_pricing,cloudflare_pricing,perplexity_pricing,vertex_pricing,bedrock_pricing,azure_openai_pricing,catalog_seed_verification"
 PIPELINE_FAILED_SOURCE_SET="none"
 MULTI_SOURCE_AUDIT="multi_source_audit=unavailable"
 PIPELINE_AUDIT_SUMMARY=""
@@ -149,9 +149,129 @@ if ! go run -tags llm_script "./scripts/import_bytedance_data.go"; then
   record_failure "字节官方导入失败"
   exit 1
 fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/aliyun_subscription_lib.go" "./scripts/import_aliyun_subscription.go"; then
+  merge_failed_source_keys "aliyun_subscription"
+  record_failure "阿里云套餐导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/baidu_subscription_lib.go" "./scripts/import_baidu_subscription.go"; then
+  merge_failed_source_keys "baidu_subscription"
+  record_failure "百度套餐导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/ctyun_subscription_lib.go" "./scripts/import_ctyun_subscription.go"; then
+  merge_failed_source_keys "ctyun_subscription"
+  record_failure "天翼云套餐导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/bytedance_subscription_lib.go" "./scripts/import_bytedance_subscription.go"; then
+  merge_failed_source_keys "bytedance_subscription"
+  record_failure "火山方舟套餐导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/huawei_package_lib.go" "./scripts/import_huawei_package.go"; then
+  merge_failed_source_keys "huawei_package"
+  record_failure "华为云套餐包导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/zhipu_coding_plan_lib.go" "./scripts/import_zhipu_coding_plan.go"; then
+  merge_failed_source_keys "zhipu_coding_plan"
+  record_failure "智谱 Coding Plan 导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/minimax_subscription_lib.go" "./scripts/import_minimax_subscription.go"; then
+  merge_failed_source_keys "minimax_subscription"
+  record_failure "MiniMax Token Plan 导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/catalog_verification_common.go" "./scripts/import_cucloud_catalog.go"; then
+  merge_failed_source_keys "cucloud_catalog"
+  record_failure "联通云目录校验失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/catalog_verification_common.go" "./scripts/import_mobile_cloud_catalog.go"; then
+  merge_failed_source_keys "mobile_cloud_catalog"
+  record_failure "移动云目录校验失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/youdao_pricing_lib.go" "./scripts/import_youdao_pricing.go"; then
+  merge_failed_source_keys "youdao_pricing"
+  record_failure "网易有道价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/platform360_pricing_lib.go" "./scripts/import_360_pricing.go"; then
+  merge_failed_source_keys "platform360_pricing"
+  record_failure "360 智脑价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/siliconflow_pricing_lib.go" "./scripts/import_siliconflow_pricing.go"; then
+  merge_failed_source_keys "siliconflow_pricing"
+  record_failure "硅基流动价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/ppio_pricing_lib.go" "./scripts/import_ppio_pricing.go"; then
+  merge_failed_source_keys "ppio_pricing"
+  record_failure "PPIO 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/ucloud_pricing_lib.go" "./scripts/import_ucloud_pricing.go"; then
+  merge_failed_source_keys "ucloud_pricing"
+  record_failure "UCloud 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/pricing_markdown_snapshot_lib.go" "./scripts/cloudflare_pricing_snapshot_lib.go" "./scripts/signature_guard_common.go" "./scripts/official_import_signature_audit_lib.go" "./scripts/cloudflare_pricing_signature_guard_lib.go" "./scripts/cloudflare_pricing_import_runner.go" "./scripts/cloudflare_pricing_lib.go" "./scripts/cloudflare_pricing_signature_guard.go"; then
+  merge_failed_source_keys "cloudflare_pricing_signature"
+  record_failure "Cloudflare Workers AI 价格页结构签名漂移"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/pricing_markdown_snapshot_lib.go" "./scripts/cloudflare_pricing_snapshot_lib.go" "./scripts/cloudflare_pricing_import_runner.go" "./scripts/cloudflare_pricing_lib.go" "./scripts/import_cloudflare_pricing.go"; then
+  merge_failed_source_keys "cloudflare_pricing"
+  record_failure "Cloudflare Workers AI 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/pricing_markdown_snapshot_lib.go" "./scripts/perplexity_pricing_snapshot_lib.go" "./scripts/signature_guard_common.go" "./scripts/official_import_signature_audit_lib.go" "./scripts/perplexity_pricing_signature_guard_lib.go" "./scripts/perplexity_pricing_import_runner.go" "./scripts/perplexity_pricing_lib.go" "./scripts/perplexity_pricing_signature_guard.go"; then
+  merge_failed_source_keys "perplexity_pricing_signature"
+  record_failure "Perplexity API 价格页结构签名漂移"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/pricing_markdown_snapshot_lib.go" "./scripts/perplexity_pricing_snapshot_lib.go" "./scripts/perplexity_pricing_import_runner.go" "./scripts/perplexity_pricing_lib.go" "./scripts/import_perplexity_pricing.go"; then
+  merge_failed_source_keys "perplexity_pricing"
+  record_failure "Perplexity API 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/pricing_markdown_snapshot_lib.go" "./scripts/signature_guard_common.go" "./scripts/official_import_signature_audit_lib.go" "./scripts/vertex_pricing_snapshot_lib.go" "./scripts/vertex_pricing_signature_guard_lib.go" "./scripts/vertex_pricing_import_runner.go" "./scripts/vertex_pricing_lib.go" "./scripts/vertex_pricing_signature_guard.go"; then
+  merge_failed_source_keys "vertex_pricing_signature"
+  record_failure "Vertex AI 价格页结构签名漂移"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/vertex_pricing_snapshot_lib.go" "./scripts/vertex_pricing_import_runner.go" "./scripts/vertex_pricing_lib.go" "./scripts/import_vertex_pricing.go"; then
+  merge_failed_source_keys "vertex_pricing"
+  record_failure "Vertex AI 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/bedrock_pricing_lib.go" "./scripts/import_bedrock_pricing.go"; then
+  merge_failed_source_keys "bedrock_pricing"
+  record_failure "Amazon Bedrock 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/official_pricing_import_common.go" "./scripts/azure_openai_pricing_lib.go" "./scripts/import_azure_openai_pricing.go"; then
+  merge_failed_source_keys "azure_openai_pricing"
+  record_failure "Azure OpenAI 价格导入失败"
+  exit 1
+fi
+if ! go run -tags llm_script "./scripts/subscription_import_common.go" "./scripts/import_catalog_seed_verification.go"; then
+  merge_failed_source_keys "catalog_seed_verification"
+  record_failure "目录级官方入口核验失败"
+  exit 1
+fi
+if ! SIGNAL_SOURCE_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run -tags llm_script "./scripts/materialize_daily_signals.go"; then
+  merge_failed_source_keys "daily_signal_snapshot"
+  record_failure "每日关键信号物化失败"
+  exit 1
+fi
 refresh_pipeline_audit
 
-if ! REPORT_RUN_KIND="manual" REPORT_TRIGGER_SOURCE="pipeline" REPORT_IS_OFFICIAL_DAILY="false" REPORT_RUNTIME_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run "./scripts/generate_daily_report.go"; then
+if ! REPORT_RUN_KIND="manual" REPORT_TRIGGER_SOURCE="pipeline" REPORT_IS_OFFICIAL_DAILY="false" REPORT_RUNTIME_AUDIT="$PIPELINE_AUDIT_SUMMARY" go run "./scripts/generate_daily_report.go" "./scripts/official_import_signature_audit_query_lib.go"; then
   record_failure "日报生成失败"
   exit 1
 fi

scripts/verify_phase6.sh

@@ -64,7 +64,17 @@ check_shell "真实采集并输出今日日报" "bash scripts/run_real_pipeline.
 check_shell "API Server 可构建" "go build -o /dev/null ./cmd/server"
 check_shell "健康检查脚本通过" "DATABASE_URL='$DB_URL' bash healthcheck.sh"
 check_shell "密钥未硬编码进源码" "grep -R -n 'sk-' cmd internal frontend/src scripts .github/workflows --include='*.go' --include='*.ts' --include='*.tsx' --include='*.sh' --include='*.yml' --include='*.yaml' --exclude='verify_phase6.sh' >/tmp/llm_phase6_secret_scan.out 2>/dev/null; test ! -s /tmp/llm_phase6_secret_scan.out"
-check_shell "最近 7 次采集成功率达到 95%" "psql \"$DB_URL\" -Atqc \"select coalesce(round(avg(case when success then 100 else 0 end),2),0) from (select success from collector_stats order by created_at desc limit 7) t;\" | awk '{ exit !(\$1 >= 95) }'"
+
+set +e
+collector_window_output="$(bash scripts/collector_stats_window_audit.sh --db "$DB_URL" --limit 7 --assert-success-rate 95 2>&1)"
+collector_window_rc=$?
+set -e
+echo "$collector_window_output"
+if [ "$collector_window_rc" -eq 0 ]; then
+    pass "最近 7 次采集成功率达到 95%（已输出分类摘要）"
+else
+    fail "最近 7 次采集成功率达到 95%（见上方分类摘要）"
+fi
 
 if go build -o "$SERVER_BIN" ./cmd/server >/tmp/llm_phase6_server_build.out 2>/tmp/llm_phase6_server_build.err; then
     if reserve_server_port && start_server; then