feat: sync all features to image2api

users 表新增 credits_used（累计消耗积分）：扣费累加、失败退款回减（refundIfNeeded / 维护清扫改走 RefundCredits），充值/CDK/签到发放不计入。接口返回 {object,balance,used,total}，Bearer API Key 鉴权，与其他 v1 接口同一 CORS 与错误格式。站内接口文档与 README 补充端点说明。

README.en.md

@@ -90,7 +90,7 @@ It's more than an API proxy: it ships with **credit billing, CDK top-ups, referr
 - **De-AI fingerprint** (optional): one-click toggle on the playground — generated images get anti-AI-detection post-processing (subtle detail jitter + metadata stripping), charged as a per-tier surcharge (defaults 1K+1 / 2K+2 / 4K+3 credits, admin-configurable, can be disabled globally); processed works carry a "de-AI" badge across the playground, gallery, logs and admin image manager
 
 #### 🔌 OpenAI Compatible
-- Text-to-image `/v1/images/generations` · image-to-image `/v1/images/edits` (multipart ref upload) · video `/v1/videos` (Sora-style async: create → poll → `/content`) · `/v1/models`
+- Text-to-image `/v1/images/generations` · image-to-image `/v1/images/edits` (multipart ref upload) · video `/v1/videos` (Sora-style async: create → poll → `/content`) · `/v1/models` · balance `/v1/user/balance` (remaining / cumulative used)
 - **Strict OpenAI params**: `size` drives **both aspect ratio + resolution tier** (images by long edge → 1K/2K/4K, videos by short edge → 720p/1080p) — just swap `base_url` + `api_key` into an existing OpenAI SDK
 - Image results returned **inline as base64** — nothing stored server-side, privacy-friendly; the in-app **/docs** ships a size ↔ tier reference table
 

README.md

@@ -90,7 +90,7 @@
 - **去AI特征**(可选):画图台一键开启,生成图片自动做去AI痕迹处理(细节微扰 + 去除元数据),按画质档位加收积分(默认 1K+1 / 2K+2 / 4K+3,后台可改价、可整体关闭);带标记的作品在画图台、创作记录、日志与后台图片管理中均有「去AI特征」标识
 
 #### 🔌 OpenAI 兼容
-- 文生图 `/v1/images/generations` · 图生图 `/v1/images/edits`(multipart 上传参考图) · 视频 `/v1/videos`(Sora 式异步:创建→轮询→`/content` 下载) · `/v1/models`
+- 文生图 `/v1/images/generations` · 图生图 `/v1/images/edits`(multipart 上传参考图) · 视频 `/v1/videos`(Sora 式异步:创建→轮询→`/content` 下载) · `/v1/models` · 余额 `/v1/user/balance`(剩余/累计已用)
 - **严格 OpenAI 入参**:`size` **同时决定比例 + 分辨率档**(图像看长边 → 1K/2K/4K,视频看短边 → 720p/1080p),改个 `base_url` + `api_key` 即接现有 OpenAI SDK
 - 图片结果 **base64 直返**,服务端不留存文件,隐私友好;站内 **/docs** 附「分辨率对照表」直接查 `size` 该传什么
 

backend/internal/bootstrap/app.go

@@ -15,6 +15,7 @@ import (
 	"backend/internal/provider/adobe"
 	"backend/internal/provider/chatgpt"
 	"backend/internal/provider/custom"
+	"backend/internal/provider/creativefabrica"
 	"backend/internal/provider/grok"
 	"backend/internal/provider/imagine"
 	"backend/internal/provider/krea"
@@ -129,14 +130,15 @@ func NewApp(ctx context.Context) (*App, error) {
 	// (a reship made the recipe stale). No polling.
 	startGrokStatsigRefresh(siteRepo)
 	customClient := custom.NewClient()
-	v1Svc := service.NewV1Service(cfg, modelRepo, userRepo, eventRepo, tokenRepo, siteRepo, cgroupRepo, concSvc, adobeClient, chatGPTClient, runwayClient, leonardoClient, kreaClient, imagineClient, grokClient, customClient, rustfsClient)
+	cfClient := creativefabrica.NewClient("")
+	v1Svc := service.NewV1Service(cfg, modelRepo, userRepo, eventRepo, tokenRepo, siteRepo, cgroupRepo, concSvc, adobeClient, chatGPTClient, runwayClient, leonardoClient, kreaClient, imagineClient, grokClient, customClient, cfClient, rustfsClient)
 	siteSvc := service.NewSiteService(siteRepo, cfg.AppTitle)
 	showcaseSvc := service.NewShowcaseService(showcaseRepo)
 	adminReadSvc := service.NewAdminReadService(cfg, userRepo, modelRepo, eventRepo, siteRepo, tokenRepo, cdkRepo, rustfsClient, showcaseRepo)
 	adminWriteSvc := service.NewAdminWriteService(userRepo, showcaseRepo, modelRepo, eventRepo, apiKeyRepo, tokenRepo, orderRepo)
 	cdkSvc := service.NewCDKService(cdkRepo, userRepo, siteRepo, orderRepo)
 	apiKeySvc := service.NewAPIKeyService(apiKeyRepo)
-	tokenSvc := service.NewTokenService(tokenRepo, refreshRepo, eventRepo, siteRepo, adobeClient, chatGPTClient, runwayClient, leonardoClient, kreaClient, imagineClient, grokClient)
+	tokenSvc := service.NewTokenService(tokenRepo, refreshRepo, eventRepo, siteRepo, adobeClient, chatGPTClient, runwayClient, leonardoClient, kreaClient, imagineClient, grokClient, cfClient)
 	refreshSvc := service.NewRefreshProfileService(refreshRepo, tokenRepo, adobeClient)
 	// Enable refresh-then-retry on a mid-request Adobe 401 (re-mint access token
 	// from the cookie). Wired post-construction to avoid a ctor init cycle.

backend/internal/bootstrap/seed.go

@@ -55,6 +55,23 @@ func seedDefaults(ctx context.Context, db *gorm.DB) error {
 			return err
 		}
 	}
+	// Adobe 的 Seedance 目录 ID 带 adobe- 前缀（与 Leonardo 私有款区分）；把旧 ID
+	// 的存量行改名，保留计价配置、次数和历史日志归属。
+	for _, r := range [][2]string{
+		{"seedance-2.0", "adobe-seedance-2.0"},
+		{"seedance-2.0-fast", "adobe-seedance-2.0-fast"},
+	} {
+		if err := db.WithContext(ctx).Exec(
+			`UPDATE model_configs SET id = ? WHERE id = ?
+			 AND NOT EXISTS (SELECT 1 FROM model_configs WHERE id = ?)`,
+			r[1], r[0], r[1]).Error; err != nil {
+			return err
+		}
+		if err := db.WithContext(ctx).Exec(
+			`UPDATE event_logs SET model = ? WHERE model = ?`, r[1], r[0]).Error; err != nil {
+			return err
+		}
+	}
 	// One-time backfill of the persistent per-model generation counter from
 	// historical success logs, so the admin "次数" keeps its running total when we
 	// switch it off the (retention-pruned) event_log. Only touches models still at

backend/internal/http/handler/provider_admin.go

@@ -279,6 +279,38 @@ func (h *ProviderAdminHandler) ImportAdobeCookie(c *gin.Context) {
 	})
 }
 
+func (h *ProviderAdminHandler) ImportCreativeFabricaCookie(c *gin.Context) {
+	var body struct {
+		Cookie string `json:"cookie"`
+		Value  string `json:"value"`
+		Name   string `json:"name"`
+		ID     string `json:"id"`
+	}
+	if err := c.ShouldBindJSON(&body); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"detail": "invalid request body"})
+		return
+	}
+	cookie := body.Cookie
+	if cookie == "" {
+		cookie = body.Value
+	}
+	name := body.Name
+	if name == "" {
+		name = body.ID
+	}
+	item, err := h.tokens.ImportCreativeFabricaCookie(c.Request.Context(), cookie, name)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"detail": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"ok":      true,
+		"id":      item.ID,
+		"status":  item.Status,
+		"pending": item.Status == "pending",
+	})
+}
+
 func (h *ProviderAdminHandler) TokenUpdate(c *gin.Context) {
 	var body map[string]any
 	if err := c.ShouldBindJSON(&body); err != nil {
@@ -392,7 +424,7 @@ func (h *ProviderAdminHandler) AccountsList(c *gin.Context) {
 // accountsStats reproduces the 账号 KPI strip: per-type 正常/失效/限额 counts plus a
 // grand total and total dead count (drives 「删除异常账号 (N)」).
 func accountsStats(rows []map[string]any) gin.H {
-	types := []string{"openai", "adobe", "runway", "leonardo", "krea", "imagine", "grok"}
+	types := []string{"openai", "adobe", "runway", "leonardo", "krea", "imagine", "grok", "creativefabrica"}
 	by := map[string]*struct{ N, Ok, Dead, Quota int }{}
 	for _, t := range types {
 		by[t] = &struct{ N, Ok, Dead, Quota int }{}

backend/internal/http/handler/user_generation.go

@@ -439,7 +439,7 @@ func (h *UserGenerationHandler) VideoPresets(c *gin.Context) {
 				"resolutions":          []string{"720p", "1080p"},
 			},
 			{
-				"key":                  "seedance-2.0-fast",
+				"key":                  "adobe-seedance-2.0-fast",
 				"label":                "Seedance 2.0 Fast",
 				"type":                 "video",
 				"provider":             "adobe",
@@ -450,7 +450,7 @@ func (h *UserGenerationHandler) VideoPresets(c *gin.Context) {
 				"reference_mode":       "style",
 			},
 			{
-				"key":                  "seedance-2.0",
+				"key":                  "adobe-seedance-2.0",
 				"label":                "Seedance 2.0",
 				"type":                 "video",
 				"provider":             "adobe",
@@ -460,6 +460,36 @@ func (h *UserGenerationHandler) VideoPresets(c *gin.Context) {
 				"max_reference_images": 9,
 				"reference_mode":       "style",
 			},
+			{
+				"key":                  "seedance-2.0-fast",
+				"label":                "Seedance 2.0 Fast (Creative Fabrica)",
+				"type":                 "video",
+				"provider":             "creativefabrica",
+				"durations":            []string{"14s"},
+				"ratios":               []string{"16:9", "9:16"},
+				"resolutions":          []string{"720p"},
+				// Creative Fabrica 上游只有普通参考图(VIDEO_FRAME_TYPE_REFERENCE),
+				// 没有首尾帧,也不收视频/音频参考。
+				"max_reference_images": 9,
+				"reference_mode":       "asset",
+				"max_videos":           0,
+				"max_audios":           0,
+			},
+			{
+				"key":                  "seedance-2.0",
+				"label":                "Seedance 2.0 (Creative Fabrica)",
+				"type":                 "video",
+				"provider":             "creativefabrica",
+				"durations":            []string{"10s"},
+				"ratios":               []string{"16:9", "9:16"},
+				"resolutions":          []string{"720p"},
+				// Creative Fabrica 上游只有普通参考图(VIDEO_FRAME_TYPE_REFERENCE),
+				// 没有首尾帧,也不收视频/音频参考。
+				"max_reference_images": 9,
+				"reference_mode":       "asset",
+				"max_videos":           0,
+				"max_audios":           0,
+			},
 			{
 				"key":                  "seedance-2.0-不卡人脸",
 				"label":                "Seedance 2.0 (Leonardo 私有)",
@@ -675,7 +705,7 @@ func (h *UserGenerationHandler) catalogEntries(c *gin.Context) ([]gin.H, error)
 			"description":          "Adobe Firefly Video",
 		},
 		{
-			"id":                   "seedance-2.0-fast",
+			"id":                   "adobe-seedance-2.0-fast",
 			"provider":             "adobe",
 			"type":                 "video",
 			"ratios":               []string{"16:9", "9:16"},
@@ -687,7 +717,7 @@ func (h *UserGenerationHandler) catalogEntries(c *gin.Context) ([]gin.H, error)
 			"description":          "Seedance 2.0 Fast",
 		},
 		{
-			"id":                   "seedance-2.0",
+			"id":                   "adobe-seedance-2.0",
 			"provider":             "adobe",
 			"type":                 "video",
 			"ratios":               []string{"16:9", "9:16"},
@@ -698,6 +728,32 @@ func (h *UserGenerationHandler) catalogEntries(c *gin.Context) ([]gin.H, error)
 			"reference_mode":       "style",
 			"description":          "Seedance 2.0",
 		},
+		{
+			"id":                   "seedance-2.0-fast",
+			"provider":             "creativefabrica",
+			"type":                 "video",
+			"ratios":               []string{"16:9", "9:16"},
+			"resolutions":          []string{"720p"},
+			// 一次性账号：积分刚好够一次生成，时长固定 14 秒。
+			"durations":            []string{"14s"},
+			// Creative Fabrica 上游只有普通参考图,没有首尾帧,也不收视频/音频参考。
+			"max_reference_images": 9,
+			"reference_mode":       "asset",
+			"description":          "Seedance 2.0 Fast (Creative Fabrica)",
+		},
+		{
+			"id":                   "seedance-2.0",
+			"provider":             "creativefabrica",
+			"type":                 "video",
+			"ratios":               []string{"16:9", "9:16"},
+			"resolutions":          []string{"720p"},
+			// 一次性账号：积分刚好够一次生成，时长固定 10 秒。
+			"durations":            []string{"10s"},
+			// Creative Fabrica 上游只有普通参考图,没有首尾帧,也不收视频/音频参考。
+			"max_reference_images": 9,
+			"reference_mode":       "asset",
+			"description":          "Seedance 2.0 (Creative Fabrica)",
+		},
 		{
 			"id":                   "runway-gen4-turbo",
 			"provider":             "runway",
@@ -932,7 +988,7 @@ func (h *UserGenerationHandler) publicModels() ([]gin.H, error) {
 			"stub":        false,
 		},
 		{
-			"id":          "seedance-2.0-fast",
+			"id":          "adobe-seedance-2.0-fast",
 			"provider":    "adobe",
 			"kind":        "video",
 			"ratios":      []string{"16:9", "9:16"},
@@ -941,7 +997,7 @@ func (h *UserGenerationHandler) publicModels() ([]gin.H, error) {
 			"stub":        false,
 		},
 		{
-			"id":          "seedance-2.0",
+			"id":          "adobe-seedance-2.0",
 			"provider":    "adobe",
 			"kind":        "video",
 			"ratios":      []string{"16:9", "9:16"},
@@ -949,6 +1005,24 @@ func (h *UserGenerationHandler) publicModels() ([]gin.H, error) {
 			"description": "Seedance 2.0",
 			"stub":        false,
 		},
+		{
+			"id":          "seedance-2.0-fast",
+			"provider":    "creativefabrica",
+			"kind":        "video",
+			"ratios":      []string{"16:9", "9:16"},
+			"resolutions": []string{"720p"},
+			"description": "Seedance 2.0 Fast (Creative Fabrica)",
+			"stub":        false,
+		},
+		{
+			"id":          "seedance-2.0",
+			"provider":    "creativefabrica",
+			"kind":        "video",
+			"ratios":      []string{"16:9", "9:16"},
+			"resolutions": []string{"720p"},
+			"description": "Seedance 2.0 (Creative Fabrica)",
+			"stub":        false,
+		},
 		{
 			"id":          "runway-gen4-turbo",
 			"provider":    "runway",

backend/internal/http/handler/v1.go

@@ -41,6 +41,22 @@ func (h *V1Handler) Models(c *gin.Context) {
 	})
 }
 
+// UserBalance — GET /v1/user/balance. 返回 API Key 所属用户的账户级余额
+// （剩余 / 累计已用），与具体令牌无关。
+func (h *V1Handler) UserBalance(c *gin.Context) {
+	principal, err := h.v1.Authenticate(c.Request.Context(), c.GetHeader("Authorization"))
+	if err != nil {
+		h.writeAuthError(c, err)
+		return
+	}
+	resp, err := h.v1.UserBalance(c.Request.Context(), principal)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"detail": "failed to load balance"})
+		return
+	}
+	c.JSON(http.StatusOK, resp)
+}
+
 // ImageGenerations — OpenAI POST /v1/images/generations (text-to-image only).
 // Accepts exactly OpenAI's fields; size→aspect ratio and quality→resolution tier
 // are mapped server-side. Returns {created, data:[{b64_json}]}.
@@ -276,19 +292,24 @@ func rawToString(raw json.RawMessage) string {
 }
 
 // videoSizeToInternal maps OpenAI's "WxH" size to our aspect ratio + resolution
-// tier (height ≥1080 → 1080p, else 720p).
+// tier. An absent/unparsable size leaves the resolution empty so the caller can
+// fall back to whatever tier the model actually prices — hardcoding 720p here
+// rejects models that only offer 1440p.
 func videoSizeToInternal(size string) (ratio, resolution string) {
 	var w, h int
 	if s := strings.TrimSpace(strings.ToLower(size)); s != "" {
 		_, _ = fmt.Sscanf(s, "%dx%d", &w, &h)
 	}
 	if w == 0 || h == 0 {
-		return "16:9", "720p"
+		return "16:9", ""
 	}
 	// The "p" resolution is the SHORT edge (720p = 1280×720, 1080p = 1920×1080),
 	// so a standard 1280×720 must read as 720p — not 1080p off the long edge.
 	resolution = "720p"
-	if min(w, h) >= 1080 {
+	switch {
+	case min(w, h) >= 1440:
+		resolution = "1440p"
+	case min(w, h) >= 1080:
 		resolution = "1080p"
 	}
 	return guessRatioWH(w, h), resolution

backend/internal/http/router/router.go

@@ -49,6 +49,7 @@ func New(cfg *config.Config, auth *service.AuthService, handlers Handlers) *gin.
 	engine.GET("/health", handlers.Health.Handle)
 	engine.GET("/images/:user/:name", handlers.Images.Serve)
 	engine.GET("/v1/models", handlers.V1.Models)
+	engine.GET("/v1/user/balance", handlers.V1.UserBalance)
 	engine.POST("/v1/images/generations", handlers.V1.ImageGenerations)
 	engine.POST("/v1/images/edits", handlers.V1.ImageEdits)
 	// OpenAI Sora-style async video: create job → poll → stream content.
@@ -128,6 +129,7 @@ func New(cfg *config.Config, auth *service.AuthService, handlers Handlers) *gin.
 		authed.POST("/tokens", handlers.ProviderAdmin.TokensCreate)
 		authed.POST("/tokens/import-chatgpt-token", handlers.ProviderAdmin.ImportChatGPTToken)
 		authed.POST("/tokens/import-adobe-cookie", handlers.ProviderAdmin.ImportAdobeCookie)
+		authed.POST("/tokens/import-creativefabrica-cookie", handlers.ProviderAdmin.ImportCreativeFabricaCookie)
 		authed.POST("/tokens/import-runway-token", handlers.ProviderAdmin.ImportRunwayToken)
 		authed.POST("/tokens/import-leonardo-cookie", handlers.ProviderAdmin.ImportLeonardoCookie)
 		authed.POST("/tokens/import-krea-cookie", handlers.ProviderAdmin.ImportKreaCookie)

backend/internal/model/models.go

@@ -15,6 +15,7 @@ type User struct {
 	Role               string  `gorm:"size:32;index;not null"`
 	Status             string  `gorm:"size:32;index;not null"`
 	Credits            float64 `gorm:"not null;default:0"`
+	CreditsUsed        float64 `gorm:"not null;default:0"` // 累计已消耗额度：扣费时加、退款时减，充值/发放不计入
 	Notes              string  `gorm:"type:text"`
 	ConcurrencyGroupID string  `gorm:"size:32;index"`
 	AnnouncementSeen   string  `gorm:"size:32"`            // version hash of the last announcement this user dismissed

backend/internal/provider/adobe/arp_shape_test.go

@@ -0,0 +1,59 @@
+package adobe
+
+import (
+	"encoding/base64"
+	"encoding/json"
+	"regexp"
+	"testing"
+)
+
+// captured from live firefly.adobe.com traffic:
+//
+//	ark: 91818c89a54748463.1048135404|r=ap-southeast-1|…|rid=84|ag=101|…
+//	ftr: dbd9d77a491b4437bc5c4d649a04a794_1785846934401_6890_UDF43-m4_31ck_YRQXWT0P1AE=-7389-v2_tt
+//
+// The Arkose slot is deliberately emitted empty rather than synthesized — see
+// buildARPSessionID — so the expected ftr ends in "_31ck__tt".
+var (
+	arkPat = regexp.MustCompile(`^[0-9a-f]{17}\.[1-9][0-9]{9}\|r=ap-southeast-1\|.*\|rid=[0-9]{1,2}\|ag=101\|`)
+	ftrPat = regexp.MustCompile(`^[0-9a-f]{32}_[0-9]{13}_[0-9]{4,5}_UDF43-m4_31ck__tt$`)
+)
+
+func TestARPSessionIDShape(t *testing.T) {
+	raw, err := base64.StdEncoding.DecodeString(buildARPSessionID("tok-a"))
+	if err != nil {
+		t.Fatalf("not base64: %v", err)
+	}
+	var got struct{ Sid, Ark, Ftr string }
+	if err := json.Unmarshal(raw, &got); err != nil {
+		t.Fatalf("not json: %v", err)
+	}
+	if !arkPat.MatchString(got.Ark) {
+		t.Errorf("ark shape mismatch:\n%s", got.Ark)
+	}
+	if !ftrPat.MatchString(got.Ftr) {
+		t.Errorf("ftr shape mismatch:\n%s", got.Ftr)
+	}
+	if len(got.Sid) != 36 {
+		t.Errorf("sid not a uuid: %q", got.Sid)
+	}
+}
+
+// ark must differ per call — a frozen blob is a cross-account correlation key.
+func TestARKVariesAcrossCalls(t *testing.T) {
+	if buildARKBlob() == buildARKBlob() {
+		t.Error("ark is constant across calls")
+	}
+}
+
+// pid is stable per token but distinct across tokens.
+func TestPIDStablePerToken(t *testing.T) {
+	defer ReleasePID("tok-x")
+	defer ReleasePID("tok-y")
+	if allocPID("tok-x") != allocPID("tok-x") {
+		t.Error("pid changed for the same token")
+	}
+	if allocPID("tok-x") == allocPID("tok-y") {
+		t.Error("two tokens share a pid")
+	}
+}

backend/internal/provider/creativefabrica/client.go

@@ -0,0 +1,629 @@
+// Package creativefabrica implements the Creative Fabrica Studio
+// (studio.creativefabrica.com) video-generation upstream.
+//
+// One-shot accounts: every account's coins are just enough for exactly one
+// generation, so a successful render kills the account. The credential is a
+// .creativefabrica.com session cookie; a short-lived JWT is minted from it on
+// demand via GraphQL /query/userAuth, and every model request authenticates
+// with that JWT (the cookie is sent along as a fallback).
+package creativefabrica
+
+import (
+	"bytes"
+	"context"
+	"crypto/rand"
+	"encoding/base64"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"math/big"
+	"net/http"
+	"strings"
+	"time"
+
+	fhttp "github.com/bogdanfinn/fhttp"
+	tlsclient "github.com/bogdanfinn/tls-client"
+	"github.com/bogdanfinn/tls-client/profiles"
+)
+
+var (
+	ErrAuth              = errors.New("creativefabrica auth failed")
+	ErrQuotaExhausted    = errors.New("creativefabrica quota exhausted")
+	ErrTemporaryUpstream = errors.New("creativefabrica upstream temporary error")
+	ErrDeadUpstream      = errors.New("creativefabrica upstream fatal error")
+	ErrRateLimited       = errors.New("creativefabrica rate limited")
+	// ErrPaymentRequired marks an account whose payment intent is in a failed
+	// state — it can never generate (the studio answers 400 failed_precondition
+	// "payment required ... COIN_PAYMENT_INTENT_STATUS_FAILED"). It wraps ErrAuth
+	// so the pool kills the account and fails over instead of burning retries.
+	ErrPaymentRequired = fmt.Errorf("%w: payment required", ErrAuth)
+)
+
+// isPaymentRequired reports whether a non-200 body is the account-level
+// "payment required" rejection rather than a request-level parameter error.
+//
+// Connect unary errors don't always carry the marker in plaintext: the studio
+// answers failed_precondition with the real detail base64-protobuf-encoded in
+// details[].value ("payment required. payment status: COIN_PAYMENT_INTENT_...").
+// Decode those values and scan the decoded bytes, so a failed coin intent still
+// kills the account instead of being misread as a request-level 400.
+func isPaymentRequired(status int, body string) bool {
+	if status != 400 {
+		return false
+	}
+	b := strings.ToLower(body)
+	if strings.Contains(b, "payment required") || strings.Contains(b, "coin_payment_intent") {
+		return true
+	}
+	var env struct {
+		Details []struct {
+			Value string `json:"value"`
+		} `json:"details"`
+	}
+	if err := json.Unmarshal([]byte(body), &env); err != nil {
+		return false
+	}
+	for _, d := range env.Details {
+		raw, err := base64.StdEncoding.DecodeString(d.Value)
+		if err != nil {
+			continue
+		}
+		low := strings.ToLower(string(raw))
+		if strings.Contains(low, "payment required") ||
+			strings.Contains(low, "coin_payment_intent") ||
+			strings.Contains(low, "coin_error_code_payment_required") {
+			return true
+		}
+	}
+	return false
+}
+
+const (
+	graphQLHost       = "https://graphql-gw.creativefabrica.com"
+	mediaMatrixHost   = "https://studio-media-matrix.creativefabrica.com"
+	userAuthPath      = "/query/userAuth"
+	userBalancePath   = "/query/userBalance"
+	userPath          = "/query/user"
+	initiatePath      = "/creativefabrica.studiomediamatrix.v1.StudioMediaMatrixService/InitiateSession"
+	listSessionsPath  = "/creativefabrica.studiomediamatrix.v1.StudioMediaMatrixService/ListSessions"
+	origin            = "https://studio.creativefabrica.com"
+	pollInterval      = 5 * time.Second
+	pollTimeout       = 16 * time.Minute
+	downloadTimeout   = 3 * time.Minute
+	videoServiceType  = "SERVICE_TYPE_VIDEO_GENERATOR"
+	videoFrameRef     = "VIDEO_FRAME_TYPE_REFERENCE"
+	visibilityPrivate = "SESSION_VISIBILITY_PRIVATE"
+)
+
+// Model is one Creative Fabrica video model: the local catalog id, the upstream
+// enum, the fixed duration in seconds, and the upstream resolution label.
+type Model struct {
+	ID        string // local model_configs id, e.g. "seedance-2.0"
+	Enum      string // upstream enum, e.g. VIDEO_GENERATOR_MODEL_BYTEDANCE_SEEDDREAM_2
+	Duration  int    // fixed seconds (account plan is fixed-length)
+	Resolution string // upstream resolution label, e.g. 720p
+}
+
+// Models returns the two Creative Fabrica seedance models. The upstream enum
+// differs between the two (SEEDANCE_2_FAST vs SEEDDREAM_2), matching the
+// studio frontend's InitiateSession payloads.
+func Models() map[string]Model {
+	return map[string]Model{
+		"seedance-2.0-fast": {
+			ID:         "seedance-2.0-fast",
+			Enum:       "VIDEO_GENERATOR_MODEL_BYTEDANCE_SEEDANCE_2_FAST",
+			Duration:   14,
+			Resolution: "720p",
+		},
+		"seedance-2.0": {
+			ID:         "seedance-2.0",
+			Enum:       "VIDEO_GENERATOR_MODEL_BYTEDANCE_SEEDDREAM_2",
+			Duration:   10,
+			Resolution: "720p",
+		},
+	}
+}
+
+// LookupModel resolves a local model id to its upstream config. Returns ok=false
+// when the id isn't a Creative Fabrica model.
+func LookupModel(modelID string) (Model, bool) {
+	m, ok := Models()[modelID]
+	return m, ok
+}
+
+// Client talks to the Creative Fabrica Studio API through a Chrome-fingerprinted
+// TLS client so the Cloudflare-protected Connect endpoints don't reject us.
+type Client struct {
+	proxy string
+}
+
+func NewClient(proxy string) *Client {
+	return &Client{proxy: strings.TrimSpace(proxy)}
+}
+
+func (c *Client) SetProxy(proxy string) {
+	c.proxy = strings.TrimSpace(proxy)
+}
+
+// ExchangeToken mints the short-lived JWT from the account cookie via GraphQL
+// /query/userAuth. Returns the token and the user id. A null / missing me means
+// the cookie no longer authenticates → ErrAuth.
+func (c *Client) ExchangeToken(ctx context.Context, cookie string) (token, userID string, err error) {
+	query := `{"query":"\n    query userAuth {\n  me {\n    token\n    user {\n      id\n      isTemporary\n    }\n  }\n}\n    "}`
+	var payload struct {
+		Data struct {
+			Me *struct {
+				Token string `json:"token"`
+				User  struct {
+					ID string `json:"id"`
+				} `json:"user"`
+			} `json:"me"`
+		} `json:"data"`
+	}
+	body, err := c.postGraphQL(ctx, cookie, "", userAuthPath, query)
+	if err != nil {
+		return "", "", err
+	}
+	if err := json.Unmarshal(body, &payload); err != nil {
+		return "", "", fmt.Errorf("%w: bad token response: %s", ErrAuth, clip(body, 300))
+	}
+	if payload.Data.Me == nil || strings.TrimSpace(payload.Data.Me.Token) == "" {
+		return "", "", fmt.Errorf("%w: cookie did not authenticate", ErrAuth)
+	}
+	return payload.Data.Me.Token, payload.Data.Me.User.ID, nil
+}
+
+// FetchBalance reads the coin balance via GraphQL /query/userBalance (the
+// request authenticates with the cookie alone). Negative value on error.
+func (c *Client) FetchBalance(ctx context.Context, cookie string) (int64, error) {
+	query := `{"query":"\nquery userBalance {\n  userBalance {\n    balance\n  }\n}\n\n"}`
+	var payload struct {
+		Data struct {
+			UserBalance *struct {
+				Balance json.Number `json:"balance"`
+			} `json:"userBalance"`
+		} `json:"data"`
+	}
+	body, err := c.postGraphQL(ctx, cookie, "", userBalancePath, query)
+	if err != nil {
+		return -1, err
+	}
+	if err := json.Unmarshal(body, &payload); err != nil {
+		return -1, fmt.Errorf("bad balance response: %s", clip(body, 300))
+	}
+	if payload.Data.UserBalance == nil {
+		return -1, ErrAuth
+	}
+	b, _ := payload.Data.UserBalance.Balance.Int64()
+	return b, nil
+}
+
+// FetchUser reads the profile (email, name) via GraphQL /query/user, which the
+// studio browser hits on every page load. The request authenticates with the
+// cookie alone. Returns the email (empty on error); a null me means the cookie
+// no longer authenticates → ErrAuth.
+func (c *Client) FetchUser(ctx context.Context, cookie string) (string, error) {
+	query := `{"query":"\n    query user {\n  me {\n    token\n    user {\n      id\n      email\n    }\n  }\n}\n    "}`
+	var payload struct {
+		Data struct {
+			Me *struct {
+				Token string `json:"token"`
+				User  struct {
+					ID    string `json:"id"`
+					Email string `json:"email"`
+				} `json:"user"`
+			} `json:"me"`
+		} `json:"data"`
+	}
+	body, err := c.postGraphQL(ctx, cookie, "", userPath, query)
+	if err != nil {
+		return "", err
+	}
+	if err := json.Unmarshal(body, &payload); err != nil {
+		return "", fmt.Errorf("%w: bad user response: %s", ErrAuth, clip(body, 300))
+	}
+	if payload.Data.Me == nil || payload.Data.Me.User.ID == "" {
+		return "", ErrAuth
+	}
+	return strings.TrimSpace(payload.Data.Me.User.Email), nil
+}
+
+// GenerateVideo runs the full generation: InitiateSession → PUT reference
+// images to the presigned S3 URLs → poll ListSessions until COMPLETED → (when
+// downloadResult) fetch the MP4. Returns the bytes (nil when url-only) and the
+// previewMediaUrl. durationSeconds is ignored: the plan fixes the length per
+// model (LookupModel.Duration).
+func (c *Client) GenerateVideo(ctx context.Context, cookie, token, modelID, prompt, aspectRatio string, refs [][]byte, downloadResult bool) ([]byte, string, error) {
+	m, ok := LookupModel(modelID)
+	if !ok {
+		return nil, "", fmt.Errorf("creativefabrica: unknown model %q", modelID)
+	}
+	sessionID, uploads, err := c.initiateSession(ctx, cookie, token, m, prompt, aspectRatio, refs)
+	if err != nil {
+		return nil, "", err
+	}
+	// Each ref uploads to the presigned URL the session returned for it.
+	for i, u := range uploads {
+		if err := c.putS3(ctx, u, refs[i]); err != nil {
+			return nil, "", err
+		}
+	}
+	videoURL, err := c.pollSession(ctx, cookie, token, sessionID)
+	if err != nil {
+		return nil, "", err
+	}
+	if !downloadResult {
+		return nil, videoURL, nil
+	}
+	data, err := c.download(ctx, videoURL)
+	if err != nil {
+		return nil, "", err
+	}
+	return data, videoURL, nil
+}
+
+// initiateSession submits the generation and returns the session id plus the
+// presigned upload URLs (one per reference image).
+func (c *Client) initiateSession(ctx context.Context, cookie, token string, m Model, prompt, aspectRatio string, refs [][]byte) (string, []string, error) {
+	frames := make([]any, 0, len(refs))
+	refPrompt := strings.TrimSpace(prompt)
+	for i := range refs {
+		ref := fmt.Sprintf("img%d", i+1)
+		frames = append(frames, map[string]any{
+			"type":     videoFrameRef,
+			"fileSize": fmt.Sprintf("%d", len(refs[i])),
+			"fileName": randomFileName(i + 1),
+			"ref":      ref,
+		})
+		if !strings.Contains(refPrompt, "["+ref+"]") {
+			refPrompt += " Use [" + ref + "]"
+		}
+	}
+	reqBody := map[string]any{
+		"visibility": visibilityPrivate,
+		"sessionRequestPromptToVideoGeneratorContent": map[string]any{
+			"serviceType":  videoServiceType,
+			"promptContent": map[string]any{"prompt": refPrompt},
+			"resolution":   resolutionEnum(m.Resolution),
+			"model":        m.Enum,
+			"frames":       frames,
+			"aspectRatio":  aspectRatioEnum(aspectRatio),
+			"directorConfig": map[string]any{
+				"filmStock": map[string]any{"color": "DIRECTOR_FILM_STOCK_COLOR_FULL_COLOR"},
+			},
+			"videoDuration": map[string]any{"inSeconds": m.Duration},
+		},
+	}
+	body, err := json.Marshal(reqBody)
+	if err != nil {
+		return "", nil, err
+	}
+	resp, err := c.postConnect(ctx, cookie, token, initiatePath, body, true)
+	if err != nil {
+		return "", nil, err
+	}
+	var payload struct {
+		Session struct {
+			ID     string `json:"id"`
+			Status string `json:"status"`
+			// The presigned upload URLs are nested under promptToVideoGeneratorContent.frames
+			// (each frame echoes the request frame + the S3 presigned `url`), not under a
+			// top-level session.frames. Reading the wrong level yields 0 uploads.
+			PromptToVideoGeneratorContent struct {
+				Frames []struct {
+					URL string `json:"url"`
+				} `json:"frames"`
+			} `json:"promptToVideoGeneratorContent"`
+		} `json:"session"`
+	}
+	if err := json.Unmarshal(resp, &payload); err != nil {
+		return "", nil, fmt.Errorf("creativefabrica bad initiate response: %s", clip(resp, 300))
+	}
+	if strings.TrimSpace(payload.Session.ID) == "" {
+		return "", nil, fmt.Errorf("creativefabrica initiate missing session: %s", clip(resp, 300))
+	}
+	respFrames := payload.Session.PromptToVideoGeneratorContent.Frames
+	uploads := make([]string, 0, len(respFrames))
+	for _, f := range respFrames {
+		if u := strings.TrimSpace(f.URL); u != "" {
+			uploads = append(uploads, u)
+		}
+	}
+	if len(uploads) != len(refs) {
+		return "", nil, fmt.Errorf("creativefabrica initiate returned %d upload urls for %d refs", len(uploads), len(refs))
+	}
+	return payload.Session.ID, uploads, nil
+}
+
+// pollSession polls ListSessions until the session is COMPLETED / FAILED and
+// returns previewMediaUrl on success.
+func (c *Client) pollSession(ctx context.Context, cookie, token, sessionID string) (string, error) {
+	reqBody, _ := json.Marshal(map[string]any{
+		"serviceType": videoServiceType,
+		"pagination":  map[string]any{"take": 100},
+		"surface":     "SURFACE_STUDIO",
+	})
+	deadline := time.Now().Add(pollTimeout)
+	for {
+		if err := ctx.Err(); err != nil {
+			return "", err
+		}
+		if time.Now().After(deadline) {
+			return "", fmt.Errorf("creativefabrica generation timed out after %v", pollTimeout)
+		}
+		resp, err := c.postConnect(ctx, cookie, token, listSessionsPath, reqBody, false)
+		if err != nil {
+			return "", err
+		}
+		var payload struct {
+			Sessions []map[string]any `json:"sessions"`
+		}
+		if err := json.Unmarshal(resp, &payload); err != nil {
+			return "", fmt.Errorf("creativefabrica bad list response: %s", clip(resp, 300))
+		}
+		for _, s := range payload.Sessions {
+			id, _ := s["id"].(string)
+			if id != sessionID {
+				continue
+			}
+			status, _ := s["status"].(string)
+			switch status {
+			case "SESSION_STATUS_COMPLETED":
+				if u := strings.TrimSpace(stringValue(s["previewMediaUrl"])); u != "" {
+					return u, nil
+				}
+				return "", fmt.Errorf("creativefabrica session completed without preview url")
+			case "SESSION_STATUS_FAILED", "SESSION_STATUS_CANCELLED", "SESSION_STATUS_ERROR":
+				detail := ""
+				for _, k := range []string{"errorMessage", "failureReason", "error", "message"} {
+					if v, ok := s[k]; ok {
+						if d := strings.TrimSpace(stringValue(v)); d != "" {
+							detail = d
+							break
+						}
+					}
+				}
+				return "", fmt.Errorf("creativefabrica session %s%s", status, withDetail(detail))
+			}
+		}
+		select {
+		case <-ctx.Done():
+			return "", ctx.Err()
+		case <-time.After(pollInterval):
+		}
+	}
+}
+
+// putS3 uploads a reference image to the presigned URL. S3 doesn't care about
+// TLS fingerprinting, so a plain client is fine here.
+func (c *Client) putS3(ctx context.Context, presigned string, data []byte) error {
+	req, err := http.NewRequestWithContext(ctx, http.MethodPut, presigned, bytes.NewReader(data))
+	if err != nil {
+		return err
+	}
+	req.Header.Set("Content-Type", "image/png")
+	req.Header.Set("Origin", origin)
+	req.Header.Set("Referer", origin+"/")
+	req.Header.Set("User-Agent", defaultUA())
+	resp, err := http.DefaultClient.Do(req)
+	if err != nil {
+		return fmt.Errorf("creativefabrica s3 upload: %w", err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode != 200 {
+		body, _ := io.ReadAll(resp.Body)
+		return fmt.Errorf("creativefabrica s3 upload failed: %d %s", resp.StatusCode, clip(body, 200))
+	}
+	return nil
+}
+
+// download fetches the finished MP4 from the public video-v2 URL.
+func (c *Client) download(parent context.Context, videoURL string) ([]byte, error) {
+	ctx, cancel := context.WithTimeout(context.WithoutCancel(parent), downloadTimeout)
+	defer cancel()
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, videoURL, nil)
+	if err != nil {
+		return nil, err
+	}
+	req.Header.Set("Accept", "*/*")
+	req.Header.Set("User-Agent", defaultUA())
+	resp, err := http.DefaultClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("%w: download: %v", ErrTemporaryUpstream, err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode != 200 {
+		return nil, fmt.Errorf("creativefabrica download failed: %d", resp.StatusCode)
+	}
+	data, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("%w: read body: %v", ErrTemporaryUpstream, err)
+	}
+	return data, nil
+}
+
+// postGraphQL calls a graphql-gw endpoint with the raw JSON body. Authenticated
+// by cookie (balance) and optionally the JWT too. Direct connection (no proxy).
+func (c *Client) postGraphQL(ctx context.Context, cookie, token, path, body string) ([]byte, error) {
+	return c.postJSON(ctx, graphQLHost+path, token, cookie, []byte(body), false, true, false)
+}
+
+// postConnect calls a Connect unary endpoint on the media-matrix service. The
+// Connect-Protocol-Version header marks the POST as a Connect RPC (distinct from
+// a plain JSON REST POST) — the studio browser always sends it. Only the
+// InitiateSession call (下单) egresses through the proxy; polling runs direct.
+func (c *Client) postConnect(ctx context.Context, cookie, token, path string, body []byte, useProxy bool) ([]byte, error) {
+	return c.postJSON(ctx, mediaMatrixHost+path, token, cookie, body, true, false, useProxy)
+}
+
+func (c *Client) postJSON(ctx context.Context, url, token, cookie string, body []byte, connect, graphql, useProxy bool) ([]byte, error) {
+	sess, err := c.newTLSClient(useProxy)
+	if err != nil {
+		return nil, err
+	}
+	req, err := fhttp.NewRequest(fhttp.MethodPost, url, bytes.NewReader(body))
+	if err != nil {
+		return nil, err
+	}
+	req = req.WithContext(ctx)
+	req.Header = fhttp.Header{
+		"content-type": {"application/json"},
+		"accept":       {"*/*"},
+		"origin":       {origin},
+		"referer":      {origin + "/"},
+		"user-agent":   {defaultUA()},
+	}
+	if graphql {
+		req.Header.Set("accept", "application/json, multipart/mixed")
+	}
+	if connect {
+		req.Header.Set("connect-protocol-version", "1")
+	}
+	if cookie != "" {
+		req.Header.Set("cookie", cookie)
+	}
+	if token != "" {
+		req.Header.Set("authorization", "Bearer "+token)
+	}
+	resp, err := sess.client.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("creativefabrica request: %w", err)
+	}
+	defer resp.Body.Close()
+	data, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, err
+	}
+	switch {
+	case resp.StatusCode == 401 || resp.StatusCode == 403:
+		return nil, fmt.Errorf("%w (%d: %s)", ErrAuth, resp.StatusCode, clip(data, 300))
+	case isPaymentRequired(resp.StatusCode, string(data)):
+		return nil, fmt.Errorf("%w (%d: %s)", ErrPaymentRequired, resp.StatusCode, clip(data, 300))
+	case resp.StatusCode == 429:
+		return nil, fmt.Errorf("%w (429)", ErrRateLimited)
+	case resp.StatusCode >= 500:
+		return nil, fmt.Errorf("%w (%d: %s)", ErrDeadUpstream, resp.StatusCode, clip(data, 300))
+	case resp.StatusCode != 200:
+		return nil, fmt.Errorf("creativefabrica %d: %s", resp.StatusCode, clip(data, 300))
+	}
+	return data, nil
+}
+
+func resolutionEnum(res string) string {
+	switch strings.ToLower(strings.TrimSpace(res)) {
+	case "720p":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_RESOLUTION_720P"
+	case "1080p":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_RESOLUTION_1080P"
+	default:
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_RESOLUTION_720P"
+	}
+}
+
+func aspectRatioEnum(ratio string) string {
+	switch strings.ReplaceAll(strings.TrimSpace(ratio), " ", "") {
+	case "16:9":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_ASPECT_RATIO_16_9"
+	case "9:16":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_ASPECT_RATIO_9_16"
+	case "1:1":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_ASPECT_RATIO_1_1"
+	case "4:3":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_ASPECT_RATIO_4_3"
+	case "3:4":
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_ASPECT_RATIO_3_4"
+	default:
+		return "PROMPT_TO_VIDEO_GENERATOR_CONTENT_ASPECT_RATIO_16_9"
+	}
+}
+
+// randomFileName mimics the studio's client-generated reference name
+// ("_<base36-ish id>_<n>.png"). The value only needs to be unique per upload.
+func randomFileName(n int) string {
+	return "_" + randomID() + "_" + fmt.Sprintf("%d", n) + ".png"
+}
+
+func randomID() string {
+	const alphabet = "abcdefghijklmnopqrstuvwxyz0123456789"
+	b := make([]byte, 26)
+	for i := range b {
+		v, _ := rand.Int(rand.Reader, big.NewInt(int64(len(alphabet))))
+		b[i] = alphabet[v.Int64()]
+	}
+	return string(b)
+}
+
+// TLS client plumbing: a Chrome-fingerprinted client so the Cloudflare front of
+// the Connect endpoints sees a plausible browser handshake.
+var fingerprints = []profiles.ClientProfile{
+	profiles.Chrome_146,
+	profiles.Chrome_144,
+	profiles.Chrome_133,
+	profiles.Chrome_131,
+}
+
+type tlsSession struct {
+	client tlsclient.HttpClient
+}
+
+func (c *Client) newTLSClient(useProxy bool) (*tlsSession, error) {
+	idx, _ := rand.Int(rand.Reader, big.NewInt(int64(len(fingerprints))))
+	options := []tlsclient.HttpClientOption{
+		tlsclient.WithTimeoutSeconds(60),
+		tlsclient.WithClientProfile(fingerprints[idx.Int64()]),
+		tlsclient.WithNotFollowRedirects(),
+		tlsclient.WithRandomTLSExtensionOrder(),
+	}
+	if useProxy && c.proxy != "" {
+		options = append(options, tlsclient.WithProxyUrl(c.proxy))
+	}
+	client, err := tlsclient.NewHttpClient(tlsclient.NewNoopLogger(), options...)
+	if err != nil {
+		return nil, err
+	}
+	return &tlsSession{client: client}, nil
+}
+
+func defaultUA() string {
+	return "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/146.0.0.0 Safari/537.36"
+}
+
+func clip(v []byte, n int) string {
+	s := strings.TrimSpace(string(v))
+	if len(s) <= n {
+		return s
+	}
+	return s[:n]
+}
+
+// stringValue coerces a decoded JSON value to its string form.
+func stringValue(v any) string {
+	switch x := v.(type) {
+	case string:
+		return x
+	case float64:
+		return fmt.Sprintf("%.0f", x)
+	case json.Number:
+		return x.String()
+	case bool:
+		if x {
+			return "true"
+		}
+		return "false"
+	case nil:
+		return ""
+	default:
+		return fmt.Sprintf("%v", x)
+	}
+}
+
+// withDetail appends a failure detail to an error message when present.
+func withDetail(detail string) string {
+	if detail == "" {
+		return ""
+	}
+	return " (" + detail + ")"
+}
+
+

backend/internal/provider/creativefabrica/gen_test.go

@@ -0,0 +1,27 @@
+package creativefabrica
+
+import (
+	"context"
+	"os"
+	"testing"
+	"time"
+)
+
+func TestBalance(t *testing.T) {
+	cookie := os.Getenv("CF_COOKIE")
+	if cookie == "" {
+		t.Skip("CF_COOKIE not set")
+	}
+	c := NewClient("")
+	ctx, cancel := context.WithTimeout(context.Background(), 60*time.Second)
+	defer cancel()
+	tok, uid, err := c.ExchangeToken(ctx, cookie)
+	if err != nil {
+		t.Fatalf("exchange: %v", err)
+	}
+	bal, err := c.FetchBalance(ctx, cookie)
+	if err != nil {
+		t.Fatalf("balance: %v", err)
+	}
+	t.Logf("user=%s token=%d bal=%d", uid, len(tok), bal)
+}

backend/internal/provider/leonardo/client.go

@@ -40,6 +40,12 @@ const (
 	// attempt is retried, falling back to the proxy for a different exit IP.
 	getSessionAttempts   = 10
 	getSessionRetryDelay = 2 * time.Second
+	// A warmed 200 null usually means the session is gone server-side, but the
+	// same answer also comes back when the checkpoint silently serves a session-
+	// less page to an exit IP — so retry it a few times (later attempts through
+	// the proxy) before calling the account dead. Fewer attempts than the 429
+	// budget: each one costs two requests and a truly dead cookie never recovers.
+	getSessionNullAttempts = 3
 )
 
 var (
@@ -60,10 +66,14 @@ type Client struct {
 	// persists it; keeping it here means an unpersisted rotation still works for
 	// the rest of the process's life.
 	rotated map[string]string
+	// refreshing serialises get-session per cookie. Two concurrent refreshes hand
+	// Cognito the same refresh token twice and its reuse detection revokes the
+	// whole session — the account then answers 401 forever.
+	refreshing map[string]*sync.Mutex
 }
 
 func NewClient(proxy string) *Client {
-	return &Client{proxy: strings.TrimSpace(proxy), sessions: map[string]*Session{}, rotated: map[string]string{}}
+	return &Client{proxy: strings.TrimSpace(proxy), sessions: map[string]*Session{}, rotated: map[string]string{}, refreshing: map[string]*sync.Mutex{}}
 }
 
 func (c *Client) SetProxy(proxy string) {
@@ -187,6 +197,18 @@ func (c *Client) GetSession(ctx context.Context, cookie string) (*Session, error
 	}
 	c.mu.Unlock()
 
+	// Only one refresh per cookie at a time; the others wait and then re-use the
+	// token it minted.
+	gate := c.refreshGate(cookie)
+	gate.Lock()
+	defer gate.Unlock()
+	c.mu.Lock()
+	if cs, ok := c.sessions[cookie]; ok && cs.ExpiresAt-60 > time.Now().Unix() {
+		c.mu.Unlock()
+		return cs, nil
+	}
+	c.mu.Unlock()
+
 	// Use the freshest known value (an earlier response may have rotated the
 	// better-auth cookie cache) rather than the possibly stale stored cookie.
 	send := cookie
@@ -201,6 +223,9 @@ func (c *Client) GetSession(ctx context.Context, cookie string) (*Session, error
 	var setCookies []string
 	var err error
 	var warmed bool
+	// 401 from cross-origin-cookie means Leonardo已经作废了这个 session（不是人机校验），
+	// 记下来好把日志写成"会话被吊销"而不是含糊的 get-session null。
+	warmStatus := 0
 	for attempt := 0; attempt < getSessionAttempts; attempt++ {
 		if attempt > 0 {
 			select {
@@ -221,7 +246,9 @@ func (c *Client) GetSession(ctx context.Context, cookie string) (*Session, error
 		// better-auth cookie cache (and CF_Access_Token). Without it get-session
 		// answers 200 null even for a perfectly healthy cookie.
 		warmed = false
-		if warmCookies, werr := c.warmSession(ctx, client, send); werr == nil {
+		warmCookies, wstatus, werr := c.warmSession(ctx, client, send)
+		warmStatus = wstatus
+		if werr == nil {
 			warmed = true
 			if merged := mergeCookies(send, warmCookies); merged != send && keepsSession(merged) {
 				send = merged
@@ -229,6 +256,9 @@ func (c *Client) GetSession(ctx context.Context, cookie string) (*Session, error
 		}
 		status, body, setCookies, err = c.fetchSession(ctx, client, send)
 		if err == nil && warmed && status != 429 && status != 403 {
+			if status == 200 && sessionAccessToken(body) == "" && attempt < getSessionNullAttempts-1 {
+				continue // retry a null session on another exit IP before giving up
+			}
 			break
 		}
 	}
@@ -275,6 +305,10 @@ func (c *Client) GetSession(ctx context.Context, cookie string) (*Session, error
 		return nil, fmt.Errorf("%w: get-session non-json", ErrTemporaryUpstream)
 	}
 	if strings.TrimSpace(raw.Session.AccessToken) == "" {
+		if warmStatus == 401 {
+			// Leonardo 明确拒了这份 session_token：服务端已把会话吊销，重新导入 cookie 才能恢复。
+			return nil, fmt.Errorf("%w: session revoked (cross-origin-cookie 401)", ErrAuth)
+		}
 		if !warmed {
 			// A cold get-session (the cookie cache was never refreshed) answers null
 			// for healthy accounts too — temporary, never a reason to kill the account.
@@ -309,26 +343,38 @@ func (c *Client) GetSession(ctx context.Context, cookie string) (*Session, error
 	return sess, nil
 }
 
+// refreshGate returns the per-cookie lock that serialises get-session refreshes.
+func (c *Client) refreshGate(cookie string) *sync.Mutex {
+	c.mu.Lock()
+	defer c.mu.Unlock()
+	gate, ok := c.refreshing[cookie]
+	if !ok {
+		gate = &sync.Mutex{}
+		c.refreshing[cookie] = gate
+	}
+	return gate
+}
+
 // warmSession calls cross-origin-cookie, whose response refreshes better-auth's
 // cookie cache and CF_Access_Token. It returns the Set-Cookie headers; a
 // checkpoint answer (403/429) is an error, since get-session would then be cold.
-func (c *Client) warmSession(ctx context.Context, client tlsclient.HttpClient, cookie string) ([]string, error) {
+func (c *Client) warmSession(ctx context.Context, client tlsclient.HttpClient, cookie string) ([]string, int, error) {
 	req, err := http.NewRequest(http.MethodGet, appBase+"/api/auth/cross-origin-cookie", nil)
 	if err != nil {
-		return nil, err
+		return nil, 0, err
 	}
 	req = req.WithContext(ctx)
 	req.Header = sessionHeader(cookie)
 	resp, err := client.Do(req)
 	if err != nil {
-		return nil, err
+		return nil, 0, err
 	}
 	defer resp.Body.Close()
 	_, _ = io.Copy(io.Discard, resp.Body)
 	if resp.StatusCode == 403 || resp.StatusCode == 429 {
-		return nil, fmt.Errorf("cross-origin-cookie http %d", resp.StatusCode)
+		return nil, resp.StatusCode, fmt.Errorf("cross-origin-cookie http %d", resp.StatusCode)
 	}
-	return resp.Header["Set-Cookie"], nil
+	return resp.Header["Set-Cookie"], resp.StatusCode, nil
 }
 
 // fetchSession performs one get-session call and returns its status, body and
@@ -349,6 +395,20 @@ func (c *Client) fetchSession(ctx context.Context, client tlsclient.HttpClient,
 	return resp.StatusCode, body, resp.Header["Set-Cookie"], nil
 }
 
+// sessionAccessToken pulls the bearer out of a get-session body; "" means the
+// answer carried none (a null session, or a session without a token).
+func sessionAccessToken(body []byte) string {
+	var raw struct {
+		Session struct {
+			AccessToken string `json:"accessToken"`
+		} `json:"session"`
+	}
+	if err := json.Unmarshal(body, &raw); err != nil {
+		return ""
+	}
+	return strings.TrimSpace(raw.Session.AccessToken)
+}
+
 // sessionHeader is the auth endpoints' request shape, copied from a real
 // browser's call (HAR): a same-origin GET carries NO origin header and DOES
 // carry the ua client hints + priority — sending origin while omitting the

backend/internal/provider/leonardo/image.go

@@ -49,11 +49,112 @@ const mUploadImage = `mutation UploadImage($uploadImageInput: UploadImageInput!)
   }
 }`
 
-// uploadInitImage uploads a reference (init) image for image-to-image: it asks
-// Leonardo for a presigned S3 POST, uploads the bytes, and returns the upload id
-// to reference in the Generate request's image_reference guidance.
-func (c *Client) uploadInitImage(ctx context.Context, cookie string, img []byte) (string, error) {
-	return c.uploadAsset(ctx, cookie, "png", img)
+const mUploadInitImage = `mutation UploadInitImage($arg1: InitImageUploadInput!) {
+  uploadInitImage(arg1: $arg1) {
+    id
+    url
+    fields
+    __typename
+  }
+}`
+
+// initImageExtension narrows a sniffed extension to what uploadInitImage accepts
+// (png / jpg / jpeg / webp); anything else is sent as png.
+func initImageExtension(extension string) string {
+	switch strings.TrimPrefix(strings.ToLower(strings.TrimSpace(extension)), ".") {
+	case "jpg":
+		return "jpg"
+	case "jpeg":
+		return "jpeg"
+	case "webp":
+		return "webp"
+	default:
+		return "png"
+	}
+}
+
+// uploadInitImage uploads a reference image and returns the init image id to put
+// in a Generate request's image_reference guidance. It has to go through
+// uploadInitImage (permanent init-image bucket): the uploadImage mutation only
+// hands out temporary-bucket ids, which the generation service can't resolve.
+func (c *Client) uploadInitImage(ctx context.Context, cookie, extension string, img []byte) (string, error) {
+	extension = initImageExtension(extension)
+	payload, _ := json.Marshal(map[string]any{
+		"operationName": "UploadInitImage",
+		"query":         mUploadInitImage,
+		"variables":     map[string]any{"arg1": map[string]any{"extension": extension}},
+	})
+	body, err := c.callGraphQL(ctx, cookie, payload, false, "upload-init-image")
+	if err != nil {
+		return "", err
+	}
+	var ur struct {
+		Data struct {
+			UploadInitImage struct {
+				ID     string `json:"id"`
+				URL    string `json:"url"`
+				Fields string `json:"fields"`
+			} `json:"uploadInitImage"`
+		} `json:"data"`
+	}
+	if err := json.Unmarshal(body, &ur); err != nil {
+		return "", fmt.Errorf("%w: upload-init-image non-json", ErrTemporaryUpstream)
+	}
+	up := ur.Data.UploadInitImage
+	if up.ID == "" || up.URL == "" {
+		return "", fmt.Errorf("%w: no upload url", ErrTemporaryUpstream)
+	}
+	if err := c.putPresigned(ctx, up.URL, up.Fields, "asset."+extension, img); err != nil {
+		return "", err
+	}
+	return up.ID, nil
+}
+
+// putPresigned performs the presigned S3 POST: all policy fields first, the file
+// part LAST.
+func (c *Client) putPresigned(ctx context.Context, url, fieldsJSON, filename string, asset []byte) error {
+	var fields map[string]string
+	if err := json.Unmarshal([]byte(fieldsJSON), &fields); err != nil {
+		return fmt.Errorf("%w: bad upload fields", ErrTemporaryUpstream)
+	}
+	var buf bytes.Buffer
+	w := multipart.NewWriter(&buf)
+	for k, v := range fields {
+		_ = w.WriteField(k, v)
+	}
+	fw, err := w.CreateFormFile("file", filename)
+	if err != nil {
+		return err
+	}
+	if _, err := fw.Write(asset); err != nil {
+		return err
+	}
+	_ = w.Close()
+
+	client, err := c.newDirectTLSClient()
+	if err != nil {
+		return err
+	}
+	req, err := http.NewRequest(http.MethodPost, url, &buf)
+	if err != nil {
+		return err
+	}
+	req = req.WithContext(ctx)
+	req.Header = http.Header{
+		"content-type": {w.FormDataContentType()},
+		"user-agent":   {userAgent},
+		"origin":       {appBase},
+		"referer":      {appBase + "/"},
+	}
+	resp, err := client.Do(req)
+	if err != nil {
+		return fmt.Errorf("%w: s3 upload: %s", ErrTemporaryUpstream, err.Error())
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode != 204 && resp.StatusCode != 200 && resp.StatusCode != 201 {
+		return fmt.Errorf("%w: s3 upload http %d", ErrTemporaryUpstream, resp.StatusCode)
+	}
+	return nil
 }
 
 // uploadAsset uploads one reference asset (extension png / mp3 / mp4 …) through
@@ -66,7 +167,12 @@ func (c *Client) uploadAsset(ctx context.Context, cookie, extension string, asse
 	payload, _ := json.Marshal(map[string]any{
 		"operationName": "UploadImage",
 		"query":         mUploadImage,
-		"variables":     map[string]any{"uploadImageInput": map[string]any{"uploadType": "INIT", "extension": extension}},
+		// originalFilename is mandatory for audio uploads and harmless otherwise.
+		"variables": map[string]any{"uploadImageInput": map[string]any{
+			"uploadType":       "INIT",
+			"extension":        extension,
+			"originalFilename": "asset." + extension,
+		}},
 	})
 	body, err := c.callGraphQL(ctx, cookie, payload, false, "upload-init")
 	if err != nil {
@@ -88,49 +194,9 @@ func (c *Client) uploadAsset(ctx context.Context, cookie, extension string, asse
 	if up.UploadID == "" || up.URL == "" {
 		return "", fmt.Errorf("%w: no upload url", ErrTemporaryUpstream)
 	}
-	var fields map[string]string
-	if err := json.Unmarshal([]byte(up.Fields), &fields); err != nil {
-		return "", fmt.Errorf("%w: bad upload fields", ErrTemporaryUpstream)
-	}
-
-	// Presigned S3 POST: all policy fields first, the file part LAST.
-	var buf bytes.Buffer
-	w := multipart.NewWriter(&buf)
-	for k, v := range fields {
-		_ = w.WriteField(k, v)
-	}
-	fw, err := w.CreateFormFile("file", "asset."+extension)
-	if err != nil {
+	if err := c.putPresigned(ctx, up.URL, up.Fields, "asset."+extension, asset); err != nil {
 		return "", err
 	}
-	if _, err := fw.Write(asset); err != nil {
-		return "", err
-	}
-	_ = w.Close()
-
-	client, err := c.newDirectTLSClient()
-	if err != nil {
-		return "", err
-	}
-	req, err := http.NewRequest(http.MethodPost, up.URL, &buf)
-	if err != nil {
-		return "", err
-	}
-	req = req.WithContext(ctx)
-	req.Header = http.Header{
-		"content-type": {w.FormDataContentType()},
-		"user-agent":   {userAgent},
-		"origin":       {appBase},
-		"referer":      {appBase + "/"},
-	}
-	resp, err := client.Do(req)
-	if err != nil {
-		return "", fmt.Errorf("%w: s3 upload: %s", ErrTemporaryUpstream, err.Error())
-	}
-	defer resp.Body.Close()
-	if resp.StatusCode != 204 && resp.StatusCode != 200 && resp.StatusCode != 201 {
-		return "", fmt.Errorf("%w: s3 upload http %d", ErrTemporaryUpstream, resp.StatusCode)
-	}
 	return up.UploadID, nil
 }
 
@@ -156,7 +222,7 @@ func (c *Client) GenerateImage(ctx context.Context, cookie, model, prompt string
 		if len(img) == 0 {
 			continue
 		}
-		uploadID, upErr := c.uploadInitImage(ctx, cookie, img)
+		uploadID, upErr := c.uploadInitImage(ctx, cookie, assetExtension(img, "png"), img)
 		if upErr != nil {
 			return nil, nil, upErr
 		}
@@ -306,13 +372,23 @@ func (c *Client) pollImage(ctx context.Context, cookie, genID string) (string, e
 func graphqlError(body []byte) error {
 	var env struct {
 		Errors []struct {
-			Message string `json:"message"`
+			Message    string `json:"message"`
+			Extensions struct {
+				Code    string `json:"code"`
+				Details struct {
+					Message string `json:"message"`
+				} `json:"details"`
+			} `json:"extensions"`
 		} `json:"errors"`
 	}
 	if err := json.Unmarshal(body, &env); err != nil || len(env.Errors) == 0 {
 		return nil
 	}
 	msg := strings.TrimSpace(env.Errors[0].Message)
+	// The generic "An error occurred." hides the real reason in extensions.
+	if detail := strings.TrimSpace(env.Errors[0].Extensions.Details.Message); detail != "" && detail != msg {
+		msg = msg + " (" + detail + ")"
+	}
 	low := strings.ToLower(msg)
 	switch {
 	case strings.Contains(low, "unauthor") || strings.Contains(low, "jwt") || strings.Contains(low, "token is") || strings.Contains(low, "forbidden"):

backend/internal/provider/leonardo/video.go

@@ -53,7 +53,7 @@ func (c *Client) GenerateVideo(ctx context.Context, cookie, model, prompt string
 		if len(img) == 0 {
 			continue
 		}
-		uploadID, upErr := c.uploadAsset(ctx, cookie, assetExtension(img, "png"), img)
+		uploadID, upErr := c.uploadInitImage(ctx, cookie, assetExtension(img, "png"), img)
 		if upErr != nil {
 			return nil, nil, upErr
 		}
@@ -65,24 +65,6 @@ func (c *Client) GenerateVideo(ctx context.Context, cookie, model, prompt string
 	if len(imageRefs) > 0 {
 		guidances["image_reference"] = imageRefs
 	}
-	var audioRefs []map[string]any
-	for _, aud := range refs.Audios {
-		if len(aud) == 0 {
-			continue
-		}
-		uploadID, upErr := c.uploadAsset(ctx, cookie, assetExtension(aud, "mp3"), aud)
-		if upErr != nil {
-			return nil, nil, upErr
-		}
-		audio := map[string]any{"id": uploadID, "type": "UPLOADED"}
-		if secs := MediaDurationSeconds(aud); secs > 0 {
-			audio["duration"] = secs
-		}
-		audioRefs = append(audioRefs, map[string]any{"audio": audio})
-	}
-	if len(audioRefs) > 0 {
-		guidances["audio_reference"] = audioRefs
-	}
 	var videoRefs []map[string]any
 	for _, vid := range refs.Videos {
 		if len(vid) == 0 {
@@ -101,6 +83,29 @@ func (c *Client) GenerateVideo(ctx context.Context, cookie, model, prompt string
 	if len(videoRefs) > 0 {
 		guidances["video_reference_base"] = videoRefs
 	}
+	// Leonardo rejects an audio reference that isn't paired with an image or
+	// video reference (audio_reference_only_compatible_with_image_or_video_reference).
+	var audioRefs []map[string]any
+	for _, aud := range refs.Audios {
+		if len(aud) == 0 {
+			continue
+		}
+		if len(imageRefs) == 0 && len(videoRefs) == 0 {
+			return nil, nil, errors.New("leonardo: audio reference requires an image or video reference")
+		}
+		uploadID, upErr := c.uploadAsset(ctx, cookie, assetExtension(aud, "mp3"), aud)
+		if upErr != nil {
+			return nil, nil, upErr
+		}
+		audio := map[string]any{"id": uploadID, "type": "UPLOADED"}
+		if secs := MediaDurationSeconds(aud); secs > 0 {
+			audio["duration"] = secs
+		}
+		audioRefs = append(audioRefs, map[string]any{"audio": audio})
+	}
+	if len(audioRefs) > 0 {
+		guidances["audio_reference"] = audioRefs
+	}
 
 	parameters := map[string]any{
 		"height":           height,

backend/internal/repo/token_repo.go

@@ -87,6 +87,23 @@ func (r *TokenRepository) Update(ctx context.Context, pool, id string, patch map
 	return r.Get(ctx, pool, id)
 }
 
+// SwapValue replaces an account's credential only while the stored one is still
+// the value the caller started from. A rotating cookie is minted from whatever
+// was in the row, so a goroutine that has been holding an older copy (a long
+// render, a slow quota probe) must NOT be allowed to write it back over a newer
+// rotation — that older copy no longer authenticates, and the account then looks
+// dead. Reports whether the row was updated.
+func (r *TokenRepository) SwapValue(ctx context.Context, pool, id, from, to string) (bool, error) {
+	res := r.db.WithContext(ctx).
+		Model(&model.TokenAccount{}).
+		Where("pool = ? AND id = ? AND value = ?", pool, id, from).
+		Updates(map[string]any{"value": to, "updated_at": time.Now()})
+	if res.Error != nil {
+		return false, res.Error
+	}
+	return res.RowsAffected > 0, nil
+}
+
 // ReserveQuota atomically pre-deducts `amount` from an account's cached image
 // token balance under a row lock, so concurrent picks of the same near-empty
 // account can never over-commit it. Returns:

backend/internal/repo/user_repo.go

@@ -524,6 +524,35 @@ func (r *UserRepository) AdjustCredits(ctx context.Context, userID string, delta
 	return r.GetByID(ctx, userID)
 }
 
+// RefundCredits 归还一次生成的预扣费：余额加回、累计消耗 credits_used 相应减少
+// （不低于 0）。发放类加钱（管理员调整 / CDK / 签到）走 AdjustCredits，不动 credits_used。
+func (r *UserRepository) RefundCredits(ctx context.Context, userID string, amount float64) (*model.User, error) {
+	if amount <= 0 {
+		return r.GetByID(ctx, userID)
+	}
+	err := r.db.WithContext(ctx).Transaction(func(tx *gorm.DB) error {
+		var user model.User
+		if err := tx.Clauses(clause.Locking{Strength: "UPDATE"}).First(&user, "id = ?", userID).Error; err != nil {
+			return err
+		}
+		nextUsed := user.CreditsUsed - amount
+		if nextUsed < 0 {
+			nextUsed = 0
+		}
+		return tx.Model(&model.User{}).
+			Where("id = ?", userID).
+			Updates(map[string]any{
+				"credits":      user.Credits + amount,
+				"credits_used": nextUsed,
+				"updated_at":   time.Now(),
+			}).Error
+	})
+	if err != nil {
+		return nil, err
+	}
+	return r.GetByID(ctx, userID)
+}
+
 // SetCredits sets a user's credit balance to an absolute (non-negative) value.
 // The row is locked for the duration of the transaction so it stays consistent
 // with concurrent AdjustCredits/TryDebitCredits operations.
@@ -570,12 +599,14 @@ func (r *UserRepository) TryDebitCredits(ctx context.Context, userID string, amo
 		if err := tx.Model(&model.User{}).
 			Where("id = ?", userID).
 			Updates(map[string]any{
-				"credits":    nextCredits,
-				"updated_at": time.Now(),
+				"credits":      nextCredits,
+				"credits_used": user.CreditsUsed + amount,
+				"updated_at":   time.Now(),
 			}).Error; err != nil {
 			return err
 		}
 		user.Credits = nextCredits
+		user.CreditsUsed += amount
 		user.UpdatedAt = time.Now()
 		result = &user
 		debited = true

backend/internal/service/maintenance.go

@@ -63,6 +63,10 @@ func NewMaintenanceService(tokens *repo.TokenRepository, tokenSvc *TokenService,
 func (m *MaintenanceService) Run(ctx context.Context) {
 	ticker := time.NewTicker(m.interval)
 	defer ticker.Stop()
+	// The leonardo session keep-alive gets its own loop: one tick() can take tens
+	// of minutes (219 adobe cookie profiles alone), which would stretch a 5-minute
+	// keep-alive to the tick's real duration.
+	go m.runLeonardoKeepalive(ctx)
 	m.tick(ctx)
 	for {
 		select {
@@ -74,6 +78,25 @@ func (m *MaintenanceService) Run(ctx context.Context) {
 	}
 }
 
+// runLeonardoKeepalive re-checks every minute which leonardo accounts are due for
+// a session renewal (the 5-minute due-ness itself is read per account from the DB,
+// so a restart can't skip one).
+func (m *MaintenanceService) runLeonardoKeepalive(ctx context.Context) {
+	if m.tokenSvc == nil {
+		return
+	}
+	ticker := time.NewTicker(time.Minute)
+	defer ticker.Stop()
+	for {
+		m.tokenSvc.RefreshLeonardoSessions(ctx)
+		select {
+		case <-ctx.Done():
+			return
+		case <-ticker.C:
+		}
+	}
+}
+
 // syncRecoveredQuota re-probes each just-recovered account so its displayed
 // balance reflects the post-reset value (these providers only sync quota when
 // accessed). krea additionally needs /app (Activate) to actually grant the daily
@@ -216,7 +239,7 @@ func (m *MaintenanceService) tick(ctx context.Context) {
 			if !claimed {
 				continue
 			}
-			if _, err := m.users.AdjustCredits(ctx, e.UserID, e.Cost); err != nil {
+			if _, err := m.users.RefundCredits(ctx, e.UserID, e.Cost); err != nil {
 				log.Printf("maintenance: refund abandoned event %s (user %s, %.0f): %v", e.ID, e.UserID, e.Cost, err)
 			} else {
 				refunded++

backend/internal/service/tokens.go

@@ -15,6 +15,7 @@ import (
 	"backend/internal/model"
 	"backend/internal/provider/adobe"
 	"backend/internal/provider/chatgpt"
+	"backend/internal/provider/creativefabrica"
 	"backend/internal/provider/imagine"
 	"backend/internal/provider/krea"
 	"backend/internal/provider/leonardo"
@@ -35,6 +36,7 @@ var validTokenPools = map[string]string{
 	"imagine":  "imagine",
 	"grok":     "grok",
 	"custom":   "custom",
+	"creativefabrica": "creativefabrica",
 }
 
 type TokenService struct {
@@ -49,6 +51,7 @@ type TokenService struct {
 	krea     *krea.Client
 	imagine  *imagine.Client
 	grok     *grok.Client
+	cf       *creativefabrica.Client
 	// sem caps concurrent background pending-probe goroutines (mirrors Python's
 	// 10-worker _quota_check_pool) so a big paste doesn't fire hundreds of
 	// simultaneous upstream requests.
@@ -56,9 +59,12 @@ type TokenService struct {
 	// kreaActivating guards the once-per-day krea /app activation sweep so the 60s
 	// maintenance tick can't pile up overlapping sweeps.
 	kreaActivating atomic.Bool
+	// leonardoKeeping guards the leonardo session keep-alive sweep so the 60s
+	// maintenance tick can't pile up overlapping sweeps.
+	leonardoKeeping atomic.Bool
 }
 
-func NewTokenService(tokens *repo.TokenRepository, refresh *repo.RefreshProfileRepository, events *repo.EventRepository, settings *repo.SiteSettingRepository, adobeClient *adobe.Client, chatGPTClient *chatgpt.Client, runwayClient *runway.Client, leonardoClient *leonardo.Client, kreaClient *krea.Client, imagineClient *imagine.Client, grokClient *grok.Client) *TokenService {
+func NewTokenService(tokens *repo.TokenRepository, refresh *repo.RefreshProfileRepository, events *repo.EventRepository, settings *repo.SiteSettingRepository, adobeClient *adobe.Client, chatGPTClient *chatgpt.Client, runwayClient *runway.Client, leonardoClient *leonardo.Client, kreaClient *krea.Client, imagineClient *imagine.Client, grokClient *grok.Client, cfClient *creativefabrica.Client) *TokenService {
 	return &TokenService{
 		tokens:   tokens,
 		refresh:  refresh,
@@ -71,6 +77,7 @@ func NewTokenService(tokens *repo.TokenRepository, refresh *repo.RefreshProfileR
 		krea:     kreaClient,
 		imagine:  imagineClient,
 		grok:     grokClient,
+		cf:       cfClient,
 		sem:      make(chan struct{}, 10),
 	}
 }
@@ -99,6 +106,9 @@ func (s *TokenService) applyProxy(ctx context.Context) {
 	if s.grok != nil {
 		s.grok.SetProxy(proxy)
 	}
+	if s.cf != nil {
+		s.cf.SetProxy(proxy)
+	}
 }
 
 // RefreshExpiringTokens proactively renews krea/imagine sessions ~10min before
@@ -137,6 +147,78 @@ func (s *TokenService) RefreshExpiringTokens(ctx context.Context) {
 	}
 }
 
+// leonardoKeepaliveEvery is how long a leonardo cookie may go unrenewed. The due
+// check reads each account's own meta["session_kept_at"], so the cadence survives
+// a restart (no in-memory timer to lose) — after a restart every account whose
+// stamp is older than this is simply due again.
+const leonardoKeepaliveEvery = 5 * time.Minute
+
+// leonardoKeptAtKey stamps the last successful session keep-alive.
+const leonardoKeptAtKey = "session_kept_at"
+
+// RefreshLeonardoSessions re-mints a session for every live leonardo account whose
+// last keep-alive is older than leonardoKeepaliveEvery, instead of waiting for the
+// ~1h bearer cache to lapse or for the account to be used. get-session rolls the
+// better-auth session (expiresAt is pushed out) and may rotate CF_Access_Token /
+// session_data, so the rotated cookie is written back. It never disables an
+// account: a dead cookie is left to the quota-refresh strike logic, which
+// double-checks before killing.
+func (s *TokenService) RefreshLeonardoSessions(ctx context.Context) {
+	if s.leonardo == nil {
+		return
+	}
+	if !s.leonardoKeeping.CompareAndSwap(false, true) {
+		return // a sweep is already running
+	}
+	bg := context.WithoutCancel(ctx)
+	go func() {
+		defer s.leonardoKeeping.Store(false)
+		items, err := s.tokens.ListByPool(bg, "leonardo")
+		if err != nil {
+			return
+		}
+		due := time.Now().Add(-leonardoKeepaliveEvery).Unix()
+		proxied := false
+		renewed, failed := 0, 0
+		for i := range items {
+			a := items[i]
+			if a.Dead || a.Status == "disabled" || strings.TrimSpace(a.Value) == "" {
+				continue
+			}
+			if at, ok := jsonMapInt(a.Meta, leonardoKeptAtKey); ok && int64(at) > due {
+				continue // renewed less than leonardoKeepaliveEvery ago
+			}
+			if !proxied {
+				s.applyProxy(bg)
+				proxied = true
+			}
+			callCtx, cancel := context.WithTimeout(bg, 90*time.Second)
+			_, err := s.leonardo.ProbeSession(callCtx, a.Value)
+			if err != nil {
+				cancel()
+				failed++
+				if errors.Is(err, leonardo.ErrAuth) {
+					log.Printf("leonardo %s: session keepalive auth failure (%v)", a.ID, err)
+				}
+				continue // leave the stamp alone so the next tick retries
+			}
+			if fresh, ok := s.leonardo.RotatedCookie(a.Value); ok && strings.TrimSpace(fresh) != "" {
+				_, _ = s.tokens.SwapValue(callCtx, "leonardo", a.ID, a.Value, fresh)
+			}
+			fields := map[string]any{}
+			meta := cloneJSONMap(a.Meta)
+			meta[leonardoKeptAtKey] = int(time.Now().Unix())
+			fields["meta"] = meta
+			_, _ = s.tokens.Update(callCtx, "leonardo", a.ID, fields)
+			cancel()
+			renewed++
+		}
+		if renewed > 0 || failed > 0 {
+			log.Printf("leonardo: session keepalive renewed %d, failed %d", renewed, failed)
+		}
+	}()
+}
+
 // ActivateKreaDue loads /app (Activate) for each krea account that hasn't been
 // synced since the most recent daily reset, then re-syncs its balance. Krea only
 // grants the daily free balance after the SSR app page loads, so without this an
@@ -384,7 +466,7 @@ func (s *TokenService) persistLeonardoCookie(ctx context.Context, tokenID, cooki
 		return
 	}
 	if fresh, ok := s.leonardo.RotatedCookie(cookie); ok && strings.TrimSpace(fresh) != "" {
-		_, _ = s.tokens.Update(ctx, "leonardo", tokenID, map[string]any{"value": fresh})
+		_, _ = s.tokens.SwapValue(ctx, "leonardo", tokenID, cookie, fresh)
 	}
 }
 
@@ -1052,6 +1134,85 @@ func (s *TokenService) RefreshGrokLiveness(ctx context.Context) {
 	}
 }
 
+// ImportCreativeFabricaCookie imports a Creative Fabrica session cookie the same
+// way Adobe does (paste the whole Cookie header; JSON array/object accepted).
+// The cookie IS the credential — a fresh short-lived JWT is minted on demand via
+// /query/userAuth, so no RefreshProfile is registered (there is nothing to
+// refresh). Accounts are one-shot: their coins buy exactly one generation, so a
+// successful render disables the account (see generateCreativeFabricaVideo).
+func (s *TokenService) ImportCreativeFabricaCookie(ctx context.Context, cookie, tokenID string) (*model.TokenAccount, error) {
+	cookie = cleanAdobeCookie(cookie)
+	if cookie == "" {
+		return nil, errors.New("cookie required")
+	}
+	if tokenID == "" {
+		tokenID = newTokenID("creativefabrica")
+	}
+	meta := datatypes.JSONMap{"pending_check": true}
+	item, err := s.createToken(ctx, "creativefabrica", tokenID, cookie, "pending", meta)
+	if err != nil {
+		if errors.Is(err, gorm.ErrDuplicatedKey) {
+			item, err = s.tokens.Update(ctx, "creativefabrica", tokenID, map[string]any{
+				"status": "pending",
+				"meta":   meta,
+			})
+			if err != nil {
+				return nil, err
+			}
+		} else {
+			return nil, err
+		}
+	}
+	go s.checkPendingCreativeFabrica(tokenID, cookie)
+	return item, nil
+}
+
+// checkPendingCreativeFabrica probes a freshly imported cookie off-thread:
+// /query/userAuth must mint a token (else the cookie is dead), then best-effort
+// balance hydration. Balance of exactly 0 means the account can't generate →
+// dead.
+func (s *TokenService) checkPendingCreativeFabrica(tokenID, cookie string) {
+	defer func() {
+		if r := recover(); r != nil {
+			log.Printf("token import: creativefabrica pending check panicked for %s: %v", tokenID, r)
+		}
+	}()
+	s.sem <- struct{}{}
+	defer func() { <-s.sem }()
+	ctx, cancel := context.WithTimeout(context.Background(), 120*time.Second)
+	defer cancel()
+
+	if s.cf == nil {
+		s.finishPending(ctx, "creativefabrica", tokenID, "disabled", true, nil)
+		return
+	}
+	if _, _, err := s.cf.ExchangeToken(ctx, cookie); err != nil {
+		log.Printf("token import: creativefabrica %s cookie failed to authenticate, marking dead: %v", tokenID, err)
+		s.finishPending(ctx, "creativefabrica", tokenID, "disabled", true, nil)
+		return
+	}
+	meta := map[string]any{}
+	// Best-effort profile hydration: the studio browser hits /query/user on
+	// every page load, so the email is free to grab here (avoids 邮箱列 showing
+	// the raw id).
+	if email, e := s.cf.FetchUser(ctx, cookie); e == nil && strings.TrimSpace(email) != "" {
+		if _, uerr := s.tokens.Update(ctx, "creativefabrica", tokenID, map[string]any{"account_email": strings.TrimSpace(email)}); uerr != nil {
+			log.Printf("token import: creativefabrica %s email write failed: %v", tokenID, uerr)
+		}
+	}
+	if bal, e := s.cf.FetchBalance(ctx, cookie); e == nil {
+		meta["cached_quota_remaining"] = bal
+		meta["cached_quota_at"] = int(time.Now().Unix())
+		// One-shot accounts with zero coins left can't generate at all.
+		if bal <= 0 {
+			log.Printf("token import: creativefabrica %s has 0 coins, marking dead", tokenID)
+			s.finishPending(ctx, "creativefabrica", tokenID, "disabled", true, meta)
+			return
+		}
+	}
+	s.finishPending(ctx, "creativefabrica", tokenID, "active", false, meta)
+}
+
 // ImportCustomAccount adds an upstream as a custom account: base_url + key, the
 // csv list of model ids it serves (empty = all), plus optional weight and
 // per-account concurrency. No probe — the account goes active immediately and is
@@ -1648,9 +1809,34 @@ func (s *TokenService) Email(ctx context.Context, pool, id string) (map[string]a
 		}
 		return map[string]any{"email": nil, "cached": false}, nil
 	}
-	if poolToType(item.Pool) != "adobe" {
+	if poolToType(item.Pool) != "adobe" && poolToType(item.Pool) != "creativefabrica" {
 		return map[string]any{"email": nil}, nil
 	}
+	if poolToType(item.Pool) == "creativefabrica" {
+		email := strings.TrimSpace(item.AccountEmail)
+		if email != "" {
+			return map[string]any{"email": email, "cached": true}, nil
+		}
+		if s.cf == nil {
+			return map[string]any{"email": nil, "cached": false}, nil
+		}
+		fetched, err := s.cf.FetchUser(ctx, item.Value)
+		if err != nil {
+			if errors.Is(err, creativefabrica.ErrAuth) {
+				_, _ = s.tokens.Update(ctx, item.Pool, item.ID, map[string]any{
+					"status": "disabled",
+					"dead":   true,
+					"fails":  gorm.Expr("fails + 1"),
+				})
+			}
+			return nil, err
+		}
+		if fetched = strings.TrimSpace(fetched); fetched != "" {
+			_, _ = s.tokens.Update(ctx, item.Pool, item.ID, map[string]any{"account_email": fetched})
+			email = fetched
+		}
+		return map[string]any{"email": emptyToNil(email), "cached": false}, nil
+	}
 	email := strings.TrimSpace(item.AccountEmail)
 	if email == "" {
 		if s.adobe == nil {
@@ -1735,7 +1921,7 @@ func accountRow(item model.TokenAccount, inFlight int64) map[string]any {
 		}
 		grokImages, grokVideos = images, videos
 	}
-	hasQuota := typeLabel == "openai" || typeLabel == "adobe" || typeLabel == "runway" || typeLabel == "leonardo" || typeLabel == "krea" || typeLabel == "imagine" || typeLabel == "grok"
+	hasQuota := typeLabel == "openai" || typeLabel == "adobe" || typeLabel == "runway" || typeLabel == "leonardo" || typeLabel == "krea" || typeLabel == "imagine" || typeLabel == "grok" || typeLabel == "creativefabrica"
 	return map[string]any{
 		"id":                item.ID,
 		"pool":              item.Pool,
@@ -1926,6 +2112,9 @@ func newTokenID(pool string) string {
 	if pool == "imagine" {
 		prefix = "IM"
 	}
+	if pool == "creativefabrica" {
+		prefix = "CF"
+	}
 	return prefix + randomUpper(10)
 }
 

backend/internal/service/v1.go

@@ -23,6 +23,7 @@ import (
 	"backend/internal/provider/adobe"
 	"backend/internal/provider/chatgpt"
 	"backend/internal/provider/custom"
+	"backend/internal/provider/creativefabrica"
 	"backend/internal/provider/grok"
 	"backend/internal/provider/imagine"
 	"backend/internal/provider/krea"
@@ -80,6 +81,7 @@ type V1Service struct {
 	imagine  *imagine.Client
 	grok     *grok.Client
 	custom   *custom.Client
+	cf       *creativefabrica.Client
 	store    *storage.Client
 	// refresh re-mints an Adobe access token from its cookie when a request hits a
 	// 401 mid-flight (set via SetRefresh — wired after construction to avoid an
@@ -227,7 +229,7 @@ type V1VideoRequest struct {
 	AccountID string
 }
 
-func NewV1Service(cfg *config.Config, models *repo.ModelRepository, users *repo.UserRepository, events *repo.EventRepository, tokens *repo.TokenRepository, settings *repo.SiteSettingRepository, cgroups *repo.ConcurrencyGroupRepository, conc *ConcurrencyService, adobeClient *adobe.Client, chatGPTClient *chatgpt.Client, runwayClient *runway.Client, leonardoClient *leonardo.Client, kreaClient *krea.Client, imagineClient *imagine.Client, grokClient *grok.Client, customClient *custom.Client, store *storage.Client) *V1Service {
+func NewV1Service(cfg *config.Config, models *repo.ModelRepository, users *repo.UserRepository, events *repo.EventRepository, tokens *repo.TokenRepository, settings *repo.SiteSettingRepository, cgroups *repo.ConcurrencyGroupRepository, conc *ConcurrencyService, adobeClient *adobe.Client, chatGPTClient *chatgpt.Client, runwayClient *runway.Client, leonardoClient *leonardo.Client, kreaClient *krea.Client, imagineClient *imagine.Client, grokClient *grok.Client, customClient *custom.Client, cfClient *creativefabrica.Client, store *storage.Client) *V1Service {
 	return &V1Service{
 		cfg:      cfg,
 		models:   models,
@@ -245,6 +247,7 @@ func NewV1Service(cfg *config.Config, models *repo.ModelRepository, users *repo.
 		imagine:  imagineClient,
 		grok:     grokClient,
 		custom:   customClient,
+		cf:       cfClient,
 		store:    store,
 		inflight: &InflightRegistry{},
 	}
@@ -391,6 +394,21 @@ func (s *V1Service) ListModels(ctx context.Context) ([]map[string]any, error) {
 	return out, nil
 }
 
+// UserBalance — GET /v1/user/balance 的数据。重新读一次用户行保证实时
+// （principal 里那份是鉴权时读的，可能已经过期）。
+func (s *V1Service) UserBalance(ctx context.Context, principal *APIPrincipal) (map[string]any, error) {
+	user := principal.User
+	if fresh, err := s.users.GetByID(ctx, user.ID); err == nil && fresh != nil {
+		user = fresh
+	}
+	return map[string]any{
+		"object":  "user.balance",
+		"balance": user.Credits,
+		"used":    user.CreditsUsed,
+		"total":   user.Credits + user.CreditsUsed,
+	}, nil
+}
+
 func (s *V1Service) PrepareImageRequest(ctx context.Context, principal *APIPrincipal, in V1ImageRequest) (map[string]any, error) {
 	return s.prepareImageExecution(ctx, principal, in, "v1", true)
 }
@@ -793,6 +811,8 @@ func (s *V1Service) prepareVideoExecution(ctx context.Context, principal *APIPri
 		videoBytes, videoURL, execErr = s.generateLeonardoVideo(genCtx, eventID, modelItem, in, aspectRatio, parseDurationSeconds(duration), !urlOnly)
 	case "custom":
 		videoBytes, videoURL, execErr = s.generateCustomVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), !urlOnly)
+	case "creativefabrica":
+		videoBytes, videoURL, execErr = s.generateCreativeFabricaVideo(genCtx, eventID, modelItem, in, aspectRatio, !urlOnly)
 	default:
 		_ = s.refundIfNeeded(ctx, principal, eventID, price)
 		_ = s.events.UpdateStatus(ctx, eventID, "failed", "provider not implemented", 0)
@@ -804,11 +824,11 @@ func (s *V1Service) prepareVideoExecution(ctx context.Context, principal *APIPri
 		switch {
 		case errors.Is(execErr, ErrNoProviderAccount):
 			return nil, ErrNoProviderAccount
-		case errors.Is(execErr, adobe.ErrAuth), errors.Is(execErr, runway.ErrAuth), errors.Is(execErr, grok.ErrAuth), errors.Is(execErr, leonardo.ErrAuth), errors.Is(execErr, custom.ErrAuth):
+		case errors.Is(execErr, adobe.ErrAuth), errors.Is(execErr, runway.ErrAuth), errors.Is(execErr, grok.ErrAuth), errors.Is(execErr, leonardo.ErrAuth), errors.Is(execErr, custom.ErrAuth), errors.Is(execErr, creativefabrica.ErrAuth):
 			return nil, ErrProviderAuth
-		case errors.Is(execErr, adobe.ErrQuotaExhausted), errors.Is(execErr, runway.ErrQuotaExhausted), errors.Is(execErr, grok.ErrQuotaExhausted), errors.Is(execErr, leonardo.ErrQuotaExhausted), errors.Is(execErr, custom.ErrQuotaExhausted):
+		case errors.Is(execErr, adobe.ErrQuotaExhausted), errors.Is(execErr, runway.ErrQuotaExhausted), errors.Is(execErr, grok.ErrQuotaExhausted), errors.Is(execErr, leonardo.ErrQuotaExhausted), errors.Is(execErr, custom.ErrQuotaExhausted), errors.Is(execErr, creativefabrica.ErrQuotaExhausted):
 			return nil, ErrProviderQuota
-		case errors.Is(execErr, adobe.ErrTemporaryUpstream), errors.Is(execErr, runway.ErrTemporaryUpstream), errors.Is(execErr, grok.ErrTemporaryUpstream), errors.Is(execErr, leonardo.ErrTemporaryUpstream), errors.Is(execErr, custom.ErrTemporaryUpstream):
+		case errors.Is(execErr, adobe.ErrTemporaryUpstream), errors.Is(execErr, runway.ErrTemporaryUpstream), errors.Is(execErr, grok.ErrTemporaryUpstream), errors.Is(execErr, leonardo.ErrTemporaryUpstream), errors.Is(execErr, custom.ErrTemporaryUpstream), errors.Is(execErr, creativefabrica.ErrTemporaryUpstream):
 			return nil, ErrProviderTemporary
 		default:
 			return nil, fmt.Errorf("%w: %v", ErrProviderExecution, execErr)
@@ -905,29 +925,31 @@ func (s *V1Service) StartVideoJob(ctx context.Context, principal *APIPrincipal,
 		s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", err.Error())
 		return nil, err
 	}
+	// Validate reference_mode against model capabilities and reference count
+	// BEFORE charging — a bad override must fail fast with no debit, never
+	// charge-then-reject (which would silently eat the user's credits).
+	modelItem, err := s.models.Get(ctx, strings.TrimSpace(in.Model))
+	if err != nil {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
+			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", ErrUnknownModel.Error())
+			return nil, ErrUnknownModel
+		}
+		return nil, err
+	}
+	if rm := strings.TrimSpace(in.ReferenceMode); rm != "" {
+		if err := validateReferenceMode(rm, modelItem, len(in.ReferenceImages)); err != nil {
+			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", err.Error())
+			return nil, err
+		}
+		if rm == modelItem.ReferenceMode {
+			in.ReferenceMode = "" // same as default, don't override
+		}
+	}
 	modelItem, resolution, aspectRatio, duration, price, err := s.prepareVideo(ctx, principal, in, true)
 	if err != nil {
 		s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", err.Error())
 		return nil, err
 	}
-	// Validate reference_mode against model capabilities and reference count.
-	if rm := strings.TrimSpace(in.ReferenceMode); rm != "" {
-		supported := strings.TrimSpace(modelItem.ReferenceMode)
-		if supported == "none" || supported == "" {
-			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", "reference_mode not supported for this model")
-			return nil, errors.New("reference_mode not supported for this model")
-		}
-		if rm != "frame" && rm != "asset" {
-			s.logRejectedEvent(ctx, "video", in.Model, principal, in.Prompt, "v1", "reference_mode must be 'frame' or 'asset'")
-			return nil, errors.New("reference_mode must be 'frame' or 'asset'")
-		}
-		if rm == "frame" && len(in.ReferenceImages) > 2 {
-			return nil, fmt.Errorf("frame mode supports at most 2 reference images (first+last frame), got %d", len(in.ReferenceImages))
-		}
-		if strings.TrimSpace(in.ReferenceMode) == modelItem.ReferenceMode {
-			in.ReferenceMode = "" // same as default, don't override
-		}
-	}
 	// Source "v1": no output file is allocated — the result is the upstream URL,
 	// stored on the event when the render completes.
 	eventID, err := s.logPendingEvent(ctx, "video", modelItem, principal, in.Prompt, aspectRatio, resolution, duration, len(in.ReferenceImages), price, "", "v1", nil, false)
@@ -962,6 +984,8 @@ func (s *V1Service) runVideoJob(ctx context.Context, principal *APIPrincipal, in
 		_, videoURL, execErr = s.generateLeonardoVideo(genCtx, eventID, modelItem, in, aspectRatio, parseDurationSeconds(duration), false)
 	case "custom":
 		_, videoURL, execErr = s.generateCustomVideo(genCtx, eventID, modelItem, in, aspectRatio, resolution, parseDurationSeconds(duration), false)
+	case "creativefabrica":
+		_, videoURL, execErr = s.generateCreativeFabricaVideo(genCtx, eventID, modelItem, in, aspectRatio, false)
 	default:
 		_ = s.refundIfNeeded(ctx, principal, eventID, price)
 		_ = s.events.UpdateStatus(ctx, eventID, "failed", "provider not implemented", 0)
@@ -1364,7 +1388,14 @@ func (s *V1Service) prepareVideo(ctx context.Context, principal *APIPrincipal, i
 	}
 	resolution := strings.TrimSpace(in.Resolution)
 	if resolution == "" {
-		resolution = "720p"
+		// 调用方没指定档位时用模型自己配的第一档,而不是假定 720p ——
+		// 只卖 1440p 的模型会被 720p 判成"没定价"。
+		if resList := repo.JSONStrings(modelItem.Resolutions); len(resList) > 0 {
+			resolution = strings.TrimSpace(resList[0])
+		}
+		if resolution == "" {
+			resolution = "720p"
+		}
 	}
 	price, err := s.chargeForModel(ctx, principal, modelItem, "video", resolution, duration, 0, charge)
 	if err != nil {
@@ -1689,6 +1720,15 @@ func adobeErrClass(e error) (bool, bool, bool, bool) {
 	return errors.Is(e, adobe.ErrAuth), errors.Is(e, adobe.ErrQuotaExhausted), errors.Is(e, adobe.ErrTemporaryUpstream) || errors.Is(e, adobe.ErrRateLimited), errors.Is(e, adobe.ErrDeadUpstream)
 }
 
+// creativefabricaErrClass maps a creativefabrica upstream error onto the pool's
+// (auth, quota, temporary, dead) classification.
+func creativefabricaErrClass(e error) (bool, bool, bool, bool) {
+	return errors.Is(e, creativefabrica.ErrAuth),
+		errors.Is(e, creativefabrica.ErrQuotaExhausted),
+		errors.Is(e, creativefabrica.ErrTemporaryUpstream) || errors.Is(e, creativefabrica.ErrRateLimited),
+		errors.Is(e, creativefabrica.ErrDeadUpstream)
+}
+
 // noStore url-only mode: adobe returns a presigned image URL (meta["image_url"]);
 // skip the download and return it directly.
 func (s *V1Service) generateAdobeImage(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1ImageRequest, aspectRatio, resolution string, noStore bool) ([]byte, string, error) {
@@ -1891,6 +1931,75 @@ func (s *V1Service) generateAdobeVideo(ctx context.Context, eventID string, mode
 	return data, videoURL, err
 }
 
+// maxCreativeFabricaRefs caps how many reference images a Creative Fabrica
+// generation may carry (the studio UI allows up to 9).
+const maxCreativeFabricaRefs = 9
+
+// generateCreativeFabricaVideo renders a video through the Creative Fabrica
+// Studio upstream. Accounts are ONE-SHOT: the coins buy exactly one generation,
+// so a successful render immediately disables the account. A fresh short-lived
+// JWT is minted from the stored cookie for every attempt (there is no
+// long-lived token to cache). Only image reference frames are supported.
+func (s *V1Service) generateCreativeFabricaVideo(ctx context.Context, eventID string, modelItem *model.ModelConfig, in V1VideoRequest, aspectRatio string, downloadResult bool) ([]byte, string, error) {
+	if s.cf == nil {
+		return nil, "", errors.New("creativefabrica client not configured")
+	}
+	if s.settings != nil {
+		if proxy, err := s.settings.GetValue(ctx, "proxy.url"); err == nil {
+			s.cf.SetProxy(proxy)
+		}
+	}
+
+	items, err := s.tokens.ListByPool(ctx, "creativefabrica")
+	if err != nil {
+		return nil, "", err
+	}
+	var active []model.TokenAccount
+	for _, item := range items {
+		if item.Status != "active" || item.Dead || strings.TrimSpace(item.Value) == "" {
+			continue
+		}
+		active = append(active, item)
+	}
+	active = pinTestAccount(items, active, in.AccountID)
+	if len(active) == 0 {
+		return nil, "", ErrNoProviderAccount
+	}
+	s.rotateRoundRobin("creativefabrica", active)
+
+	refLimit := modelItem.MaxReferenceImages
+	if refLimit <= 0 {
+		refLimit = maxCreativeFabricaRefs
+	}
+	refs, err := decodeReferenceImages(in.ReferenceImages, refLimit)
+	if err != nil {
+		return nil, "", err
+	}
+	// The studio only accepts image reference frames — reject video/audio refs.
+	for _, r := range refs {
+		if detectMediaType(r) != "image" {
+			return nil, "", errors.New("creativefabrica only supports image reference frames")
+		}
+	}
+
+	var videoURL string
+	data, err := s.runPoolWithFailover(ctx, eventID, "creativefabrica", active, "video", func(token model.TokenAccount) ([]byte, error) {
+		jwt, _, terr := s.cf.ExchangeToken(ctx, token.Value)
+		if terr != nil {
+			s.markTokenDead(ctx, "creativefabrica", token, "video")
+			return nil, terr
+		}
+		bytes, url, gerr := s.cf.GenerateVideo(ctx, token.Value, jwt, modelItem.ID, in.Prompt, aspectRatio, refs, downloadResult)
+		if gerr == nil {
+			videoURL = url
+			// One-shot: the account's coins paid for exactly this generation.
+			s.markTokenDead(ctx, "creativefabrica", token, "video")
+		}
+		return bytes, gerr
+	}, creativefabricaErrClass, nil, true)
+	return data, videoURL, err
+}
+
 // leonardoMinCredits is the per-generation token cost (one Leonardo image = 30
 // tokens). An account with fewer is treated as 限额 and skipped — it can't afford
 // a generation. Daily renewal (tokenRenewalDate) drives auto-recovery.
@@ -3046,7 +3155,7 @@ func (s *V1Service) leonardoPersistCookie(ctx context.Context, tokenID, cookie s
 	if !ok || strings.TrimSpace(fresh) == "" {
 		return cookie
 	}
-	_, _ = s.tokens.Update(ctx, "leonardo", tokenID, map[string]any{"value": fresh})
+	_, _ = s.tokens.SwapValue(ctx, "leonardo", tokenID, cookie, fresh)
 	return fresh
 }
 
@@ -3058,6 +3167,7 @@ func (s *V1Service) reconcileLeonardoCredits(ctx context.Context, tokenID, cooki
 		return
 	}
 	data, err := s.leonardo.FetchCreditsBalance(ctx, cookie)
+	s.leonardoPersistCookie(ctx, tokenID, cookie)
 	if err != nil {
 		return
 	}
@@ -3278,7 +3388,7 @@ func (s *V1Service) refundIfNeeded(ctx context.Context, principal *APIPrincipal,
 	if !claimed {
 		return nil
 	}
-	updated, err := s.users.AdjustCredits(ctx, principal.User.ID, price)
+	updated, err := s.users.RefundCredits(ctx, principal.User.ID, price)
 	if err == nil {
 		principal.User = updated
 	}
@@ -3696,9 +3806,9 @@ func resolveAdobeVideoEngine(modelID string) (string, string) {
 		return "veo31-fast", ""
 	case "gemini-veo3.1":
 		return "veo31-standard", ""
-	case "seedance-2.0-fast":
+	case "adobe-seedance-2.0-fast":
 		return "seedance-2.0-fast", ""
-	case "seedance-2.0":
+	case "adobe-seedance-2.0":
 		return "seedance-2.0", ""
 	case "firefly-ray":
 		return "luma", ""
@@ -3763,7 +3873,7 @@ func (s *V1Service) markTokenFailure(ctx context.Context, pool string, token mod
 		// grok is intentionally excluded: a grok sso can momentarily 401 while
 		// still valid (upstream blip / proxy / anti-bot), so an auth failure just
 		// fails over for this request without permanently killing the account.
-		disable := pool == "chatgpt" || pool == "runway" || pool == "leonardo" || pool == "krea" || pool == "imagine"
+		disable := pool == "chatgpt" || pool == "runway" || pool == "leonardo" || pool == "krea" || pool == "imagine" || pool == "creativefabrica"
 		if disable && pool == "leonardo" {
 			// 两道保险：先重新 get-session 复核（单次失败常是 bearer 轮换竞态），复核
 			// 也不过就只记一次连续失败，连续到上限才判死。
@@ -3899,7 +4009,7 @@ func (s *V1Service) rotateRoundRobin(pool string, items []model.TokenAccount) {
 const freeOnly1KModelID = "nano-banana-2"
 
 func isSeedanceModel(modelID string) bool {
-	return modelID == "seedance-2.0-fast" || modelID == "seedance-2.0"
+	return modelID == "adobe-seedance-2.0-fast" || modelID == "adobe-seedance-2.0"
 }
 
 // freeAccountsAllowed reports whether 普号(free) may serve this request: the model

docker-compose.prod.yml

@@ -0,0 +1,115 @@
+# image2api — production stack on the new server.
+# PostgreSQL + Redis + RustFS (S3) + backend + frontend/nginx (HTTP on port 80).
+# TLS is handled externally (CDN/reverse proxy); this stack is plain HTTP.
+#
+# Usage:
+#   docker compose -f docker-compose.prod.yml up -d --build
+#
+# To migrate data in:
+#   1. PostgreSQL: pg_restore into the postgres container.
+#   2. RustFS: mc mirror from the old bucket to http://<new-host>:9000/vivid
+services:
+  postgres:
+    image: postgres:16-alpine
+    environment:
+      POSTGRES_DB: vivid_ai
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-vividai_postgres_2026}
+    volumes:
+      - pgdata:/var/lib/postgresql/data
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres -d vivid_ai"]
+      interval: 5s
+      timeout: 5s
+      retries: 10
+    restart: unless-stopped
+
+  redis:
+    image: redis:7-alpine
+    command: ["redis-server", "--appendonly", "yes"]
+    volumes:
+      - redisdata:/data
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 5s
+      timeout: 5s
+      retries: 10
+    restart: unless-stopped
+
+  rustfs:
+    image: rustfs/rustfs:latest
+    environment:
+      RUSTFS_ACCESS_KEY: ${RUSTFS_ACCESS_KEY:-vividai}
+      RUSTFS_SECRET_KEY: ${RUSTFS_SECRET_KEY:-vividai_secret_2026}
+      RUSTFS_ADDRESS: ":9000"
+      RUSTFS_VOLUMES: /data
+    volumes:
+      - rustfsdata:/data
+    ports:
+      # Exposed temporarily for the one-time migration from the old server.
+      # After migration you may remove this mapping and firewall :9000.
+      - "9000:9000"
+    restart: unless-stopped
+
+  createbucket:
+    image: minio/mc:latest
+    depends_on:
+      - rustfs
+    entrypoint: >
+      /bin/sh -c "
+      until mc alias set s3 http://rustfs:9000 ${RUSTFS_ACCESS_KEY:-vividai} ${RUSTFS_SECRET_KEY:-vividai_secret_2026}; do
+        echo 'waiting for rustfs...'; sleep 2;
+      done;
+      mc mb -p s3/vivid || true;
+      echo 'bucket ready';
+      "
+    restart: "no"
+
+  backend:
+    build:
+      context: ./backend
+    environment:
+      APP_ENV: production
+      APP_TITLE: ${APP_TITLE:-Vivid AI}
+      HTTP_ADDR: 0.0.0.0:6666
+      POSTGRES_DSN: host=postgres user=postgres password=${POSTGRES_PASSWORD:-vividai_postgres_2026} dbname=vivid_ai port=5432 sslmode=disable TimeZone=Asia/Shanghai
+      REDIS_ADDR: redis:6379
+      REDIS_PASSWORD: ""
+      REDIS_DB: "0"
+      RUSTFS_ENDPOINT: http://rustfs:9000
+      RUSTFS_BUCKET: vivid
+      RUSTFS_ACCESS_KEY: ${RUSTFS_ACCESS_KEY:-vividai}
+      RUSTFS_SECRET_KEY: ${RUSTFS_SECRET_KEY:-vividai_secret_2026}
+      CORS_ORIGINS: ${CORS_ORIGINS:-http://vividai.run,http://www.vividai.run,http://206.168.190.183}
+      COOKIE_SECURE: "false"
+    volumes:
+      - generated:/app/data/generated
+    depends_on:
+      postgres:
+        condition: service_healthy
+      redis:
+        condition: service_healthy
+      createbucket:
+        condition: service_completed_successfully
+    healthcheck:
+      test: ["CMD", "wget", "-qO-", "http://127.0.0.1:6666/health"]
+      interval: 10s
+      timeout: 5s
+      retries: 10
+    restart: unless-stopped
+
+  web:
+    build:
+      context: ./frontend
+      dockerfile: Dockerfile.prod
+    ports:
+      - "80:80"
+    depends_on:
+      - backend
+    restart: unless-stopped
+
+volumes:
+  pgdata:
+  redisdata:
+  rustfsdata:
+  generated:

frontend/Dockerfile.prod

@@ -0,0 +1,15 @@
+# syntax=docker/dockerfile:1
+# Production frontend: built from source, served by nginx on HTTP :80.
+# ---- build stage ----
+FROM node:22-alpine AS build
+WORKDIR /app
+COPY package*.json ./
+RUN npm install
+COPY . .
+RUN npm run build
+
+# ---- serve stage ----
+FROM nginx:1.27-alpine
+COPY --from=build /app/dist /usr/share/nginx/html
+COPY nginx.prod.conf /etc/nginx/conf.d/default.conf
+EXPOSE 80

frontend/nginx.prod.conf

@@ -0,0 +1,44 @@
+# nginx for the docker production stack — HTTP on :80.
+# TLS + domain are handled externally; this just serves the SPA and proxies API.
+server {
+    listen 80;
+    listen [::]:80;
+    server_name _;
+
+    root /usr/share/nginx/html;
+    index index.html;
+
+    client_max_body_size 50m;
+
+    proxy_set_header Host $host;
+    proxy_set_header X-Real-IP $remote_addr;
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+    proxy_set_header X-Forwarded-Proto $scheme;
+
+    # video / large-image generation can block minutes — avoid the 60s 504.
+    proxy_connect_timeout 600s;
+    proxy_send_timeout 600s;
+    proxy_read_timeout 600s;
+
+    # Hashed build assets never change — cache hard.
+    location /assets/ {
+        expires 1y;
+        add_header Cache-Control "public, max-age=31536000, immutable";
+    }
+
+    # SPA fallback; index.html must never be cached (else stale bundle hash).
+    location / {
+        try_files $uri $uri/ /index.html;
+        add_header Cache-Control "no-cache, no-store, must-revalidate";
+    }
+
+    # ---- API / media / health -> backend ----
+    location ^~ /admin/api/ { proxy_pass http://backend:6666; add_header Cache-Control "no-store" always; }
+    location ^~ /images/    { proxy_pass http://backend:6666; }
+    location = /health      { proxy_pass http://backend:6666; }
+    # /v1 is per-API-key authenticated — never cache.
+    location ^~ /v1/ {
+        proxy_pass http://backend:6666;
+        add_header Cache-Control "no-store" always;
+    }
+}

frontend/src/components/ImportModal.vue

@@ -13,7 +13,7 @@ const isError = ref(false)
 const submitting = ref(false)
 
 // type → token pool (for the post-import weight PATCH).
-const TYPE_POOL = { openai: 'chatgpt', adobe: 'adobe', runway: 'runway', leonardo: 'leonardo', krea: 'krea', imagine: 'imagine', grok: 'grok' }
+const TYPE_POOL = { openai: 'chatgpt', adobe: 'adobe', runway: 'runway', leonardo: 'leonardo', krea: 'krea', imagine: 'imagine', grok: 'grok', creativefabrica: 'creativefabrica' }
 
 // Live preview of what the parser would extract — updates as the user types
 // so they can see whether their paste was understood before clicking import.
@@ -26,7 +26,8 @@ const detected = computed(() => {
   const krea = items.filter((x) => x.type === 'krea').length
   const imagine = items.filter((x) => x.type === 'imagine').length
   const grok = items.filter((x) => x.type === 'grok').length
-  return { total: items.length, openai, adobe, runway, leonardo, krea, imagine, grok }
+  const cf = items.filter((x) => x.type === 'creativefabrica').length
+  return { total: items.length, openai, adobe, runway, leonardo, krea, imagine, grok, cf }
 })
 
 function setStatus(text, err = false) {
@@ -58,7 +59,9 @@ async function doSmartImport() {
               ? await api('/tokens/import-krea-cookie', jsonBody('POST', { cookie: it.value }))
               : it.type === 'imagine'
                 ? await api('/tokens/import-imagine-token', jsonBody('POST', { value: it.value }))
-                : await api('/tokens/import-adobe-cookie', jsonBody('POST', { cookie: it.value }))
+                : it.type === 'creativefabrica'
+                  ? await api('/tokens/import-creativefabrica-cookie', jsonBody('POST', { cookie: it.value }))
+                  : await api('/tokens/import-adobe-cookie', jsonBody('POST', { cookie: it.value }))
       if (r.ok) {
         ok++
         // Apply the chosen weight to the freshly-imported account (best-effort).
@@ -107,6 +110,7 @@ async function doSmartImport() {
           <strong class="text-slate-700">Runway JWT</strong>(自动与 ChatGPT 区分)、
           <strong class="text-slate-700">Leonardo Cookie</strong>(须含 better-auth.session_data)、
           <strong class="text-slate-700">Krea Cookie</strong>(含 sb-superb-auth)、
+          <strong class="text-slate-700">Creative Fabrica Cookie</strong>(含 cfauth_* 或 wordpress_logged_in_)、
           <strong class="text-slate-700">Imagine Token</strong>(<code class="px-1 bg-slate-100 rounded">{"token","refreshToken","email","parentId"}</code>)、
           <strong class="text-slate-700">Grok SSO</strong>(grok.com 的 <code class="px-1 bg-slate-100 rounded">sso</code> 值,仅含 session_id,自动与 ChatGPT/Runway 区分)、
           <strong class="text-slate-700">多个 JWT</strong>(换行分隔)。
@@ -142,6 +146,9 @@ async function doSmartImport() {
             <span v-if="detected.grok" class="inline-flex items-center gap-1 px-1.5 py-0.5 rounded text-slate-700 bg-slate-100 ring-1 ring-slate-300">
               Grok · <span class="tabular-nums">{{ detected.grok }}</span>
             </span>
+            <span v-if="detected.cf" class="inline-flex items-center gap-1 px-1.5 py-0.5 rounded text-fuchsia-700 bg-fuchsia-50 ring-1 ring-fuchsia-200">
+              Creative Fabrica · <span class="tabular-nums">{{ detected.cf }}</span>
+            </span>
           </template>
           <span v-else class="text-rose-600">未识别到任何 Cookie 或 JWT</span>
         </div>

frontend/src/utils/import.js

@@ -49,6 +49,13 @@ export function looksLikeKreaCookie(s) {
   return /sb-superb-auth-token/.test(s || '')
 }
 
+// Creative Fabrica session cookies carry the cfauth_* family (cfauth_uid /
+// cfauth_sig / cfauth_utp) plus the WordPress SSO cookie — those markers tell
+// them apart from an Adobe/Krea/Leonardo cookie (all otherwise opaque strings).
+export function looksLikeCreativeFabricaCookie(s) {
+  return /cfauth_/.test(s || '') || /cfAmpAnonymousId/.test(s || '') || /wordpress_logged_in_/.test(s || '')
+}
+
 // An Imagine.art credential is a JSON object { token, refreshToken } (both JWTs).
 function isImagineObj(o) {
   return !!o && typeof o === 'object' &&
@@ -67,6 +74,7 @@ function cookieType(v) {
   if (looksLikeImagineToken(v)) return 'imagine'
   if (looksLikeKreaCookie(v)) return 'krea'
   if (looksLikeLeonardoCookie(v)) return 'leonardo'
+  if (looksLikeCreativeFabricaCookie(v)) return 'creativefabrica'
   return 'adobe'
 }
 

frontend/src/videoCaps.js

@@ -0,0 +1,29 @@
+// 视频模型的参考资产分类上限（图片 / 视频 / 音频）。
+// 单一真源是后端 /video-presets 的 max_images / max_videos / max_audios（服务端
+// leonardoVideoSpecs 校验的就是这套数），预设没声明音视频上限的 seedance 系回落
+// 到 3 / 3，与画图台 (PlaygroundView) 的判定保持一致。
+const SEEDANCE_FALLBACK = { videos: 3, audios: 3 }
+
+function declared(v) {
+  return v === undefined || v === null ? null : Number(v)
+}
+
+// mediaCaps 返回 { images, videos, audios }（0 = 不支持该类），不支持图片以外的
+// 参考资产时返回 null。model 兼容 /managed-models(type) 与 /models(kind) 两种字段。
+export function mediaCaps(model, preset) {
+  if ((model?.type || model?.kind) !== 'video') return null
+  // creativefabrica 上游只收图片参考(VIDEO_FRAME_TYPE_REFERENCE),不收视频/音频;
+  // 它虽然叫 seedance,但要排除,否则会错误地显示「视频 3 音频 3」。
+  const isSeedance = /^seedance/.test(model?.id || '') && (model?.provider || '') !== 'creativefabrica'
+  const videos = declared(preset?.max_videos) ?? (isSeedance ? SEEDANCE_FALLBACK.videos : 0)
+  const audios = declared(preset?.max_audios) ?? (isSeedance ? SEEDANCE_FALLBACK.audios : 0)
+  if (!videos && !audios) return null
+  return { images: declared(preset?.max_images) ?? 0, videos, audios }
+}
+
+// presetMap 把 /video-presets 的列表转成 key → preset，便于按模型 id 取预设。
+export function presetMap(list) {
+  const out = {}
+  for (const p of list || []) if (p?.key) out[p.key] = p
+  return out
+}

frontend/src/views/AccountsView.vue

@@ -55,7 +55,7 @@ const stats = ref({
   total: 0, dead_total: 0,
   openai: { ...EMPTY_TYPE }, adobe: { ...EMPTY_TYPE }, runway: { ...EMPTY_TYPE },
   leonardo: { ...EMPTY_TYPE }, krea: { ...EMPTY_TYPE }, imagine: { ...EMPTY_TYPE },
-  grok: { ...EMPTY_TYPE },
+  grok: { ...EMPTY_TYPE }, creativefabrica: { ...EMPTY_TYPE },
 })
 
 // 异常账号 = 已失效(401)被锁定的号(红色锁定行)。用于「一键删除异常账号」。
@@ -69,6 +69,7 @@ function typePill(t) {
     leonardo: 'bg-amber-500/10 text-amber-300 ring-amber-400/30',
     krea: 'bg-sky-500/10 text-sky-300 ring-sky-400/30',
     imagine: 'bg-teal-500/10 text-teal-300 ring-teal-400/30',
+    creativefabrica: 'bg-fuchsia-500/10 text-fuchsia-300 ring-fuchsia-400/30',
   }[t] || 'bg-white/[0.06] text-white/70 ring-white/15'
 }
 // 与后端 accountConcurrency 保持一致：adobe 普号固定 1 并发，会员号取配置值
@@ -338,7 +339,7 @@ onMounted(() => { loadAccounts(); loadModelList() })
         <div class="text-2xl font-semibold mt-1 tabular-nums">{{ stats.total }}</div>
         <div class="text-[10px] text-white/35 mt-0.5">成功/失败/限额</div>
       </div>
-      <div v-for="t in [['openai','OpenAI','text-emerald-300/80'],['adobe','Adobe','text-rose-300/80'],['runway','Runway','text-violet-300/80'],['leonardo','Leonardo','text-amber-300/80'],['krea','Krea','text-sky-300/80'],['imagine','Imagine','text-teal-300/80'],['grok','Grok','text-slate-300/80']]"
+      <div v-for="t in [['openai','OpenAI','text-emerald-300/80'],['adobe','Adobe','text-rose-300/80'],['runway','Runway','text-violet-300/80'],['leonardo','Leonardo','text-amber-300/80'],['krea','Krea','text-sky-300/80'],['imagine','Imagine','text-teal-300/80'],['grok','Grok','text-slate-300/80'],['creativefabrica','Creative Fabrica','text-fuchsia-300/80']]"
            :key="t[0]" class="card p-4">
         <div class="text-[11px] uppercase tracking-wider" :class="t[2]">{{ t[1] }}</div>
         <div class="text-2xl font-semibold mt-1 tabular-nums">
@@ -373,6 +374,9 @@ onMounted(() => { loadAccounts(); loadModelList() })
         <button @click="setFilter(() => typeFilter = 'grok')" class="fp" :class="typeFilter === 'grok' && 'fp-on'">
           <span class="w-1.5 h-1.5 rounded-full bg-slate-400"></span>Grok
         </button>
+        <button @click="setFilter(() => typeFilter = 'creativefabrica')" class="fp" :class="typeFilter === 'creativefabrica' && 'fp-on'">
+          <span class="w-1.5 h-1.5 rounded-full bg-fuchsia-400"></span>Creative Fabrica
+        </button>
       </div>
       <div class="w-px h-5 bg-white/10"></div>
       <div class="flex items-center gap-1">
@@ -507,7 +511,7 @@ onMounted(() => { loadAccounts(); loadModelList() })
                 <span class="text-white/20">/</span>
                 <span :class="a.video_remaining > 0 ? 'text-emerald-300' : 'text-rose-300'">{{ a.video_remaining }}</span>
               </span>
-              <span v-else-if="(a.type === 'openai' || a.type === 'adobe' || a.type === 'runway' || a.type === 'leonardo' || a.type === 'krea' || a.type === 'imagine') && a.remaining != null && a.remaining !== -1"
+              <span v-else-if="(a.type === 'openai' || a.type === 'adobe' || a.type === 'runway' || a.type === 'leonardo' || a.type === 'krea' || a.type === 'imagine' || a.type === 'creativefabrica') && a.remaining != null && a.remaining !== -1"
                     class="font-mono font-semibold"
                     :class="a.remaining > 0 ? 'text-emerald-300' : 'text-rose-300'">{{ a.remaining }}</span>
               <span v-else class="text-white/25" :title="a._quotaError || ''">—</span>

frontend/src/views/DocsView.vue

@@ -6,16 +6,26 @@ import { ref, computed, onMounted } from 'vue'
 import { auth } from '../auth'
 import { api } from '../api'
 import Icon from '../components/Icon.vue'
+import { points } from '../credits'
+import { mediaCaps, presetMap } from '../videoCaps'
 
 const base = computed(() => location.origin)            // /v1 is same-origin (dev: Vite proxy)
 const keyHint = computed(() => auth.user?.api_keys?.[0]?.key_preview || 'YOUR_API_KEY')
 
 const models = ref([])
+const presets = ref({})   // /video-presets: key → 预设（参考资产分类上限的真源）
 onMounted(async () => {
-  const r = await api('/managed-models')
+  const [r, p] = await Promise.all([api('/managed-models'), api('/video-presets')])
   if (r.ok) models.value = (r.data?.data || []).filter((m) => m.enabled !== false)
+  if (p.ok) presets.value = presetMap(p.data?.data)
 })
 
+// 各类参考资产的上限(图片/视频/音频)由后端预设给出,不在这里写死。
+function caps(m) { return mediaCaps(m, presets.value[m.id]) }
+// 参考图张数:支持音视频参考的模型,max_reference_images 是各类资产合计,图片自己
+// 的上限来自预设 max_images。
+function refImages(m) { return caps(m)?.images || m.max_reference_images }
+
 const imageModels = computed(() => models.value.filter((m) => m.type === 'image'))
 const videoModels = computed(() => models.value.filter((m) => m.type === 'video'))
 function pubName(m) {
@@ -27,23 +37,29 @@ const sampleSeconds = computed(() => String(videoModels.value[0]?.durations?.[0]
 
 function modeEmpty(m) {
   if (m.type === 'image') return !(m.resolutions || []).length && !m.image_to_image && !(m.ratios || []).length
-  return !(m.resolutions || []).length && !(m.durations || []).length && !m.max_reference_images && !m.id?.startsWith('seedance') && !(m.ratios || []).length
+  return !(m.resolutions || []).length && !(m.durations || []).length && !m.max_reference_images && !caps(m) && !(m.ratios || []).length
 }
 
-function priceOf(m) {
-  if (m.type === 'video') {
-    // Video charge = resolution price + duration price; show the combined range.
-    const rv = Object.values(m.prices || {}).filter((v) => v != null).map(Number)
-    const dv = Object.values(m.duration_prices || {}).filter((v) => v != null).map(Number)
-    if (!rv.length || !dv.length) return '—'
-    const lo = Math.min(...rv) + Math.min(...dv)
-    const hi = Math.max(...rv) + Math.max(...dv)
-    return lo === hi ? `${points(lo)} 积分` : `${points(lo)}–${points(hi)} 积分`
+// ---- 定价(同模型管理的分档展示):代理账号看代理价,某档没设代理价时回退普通价;
+// 普通价为空表示该档不支持,不展示。视频价 = 分辨率价 + 时长价(按秒计价的模型给 /s 价)。
+const isAgent = computed(() => auth.user?.role === 'agent')
+function tierPrice(normal, agent, key) {
+  const n = (normal || {})[key]
+  if (n == null) return null
+  if (isAgent.value) {
+    const a = (agent || {})[key]
+    if (a != null) return Number(a)
   }
-  const vals = Object.values(m.prices || {}).filter((v) => v != null).map(Number)
-  if (!vals.length) return '—'
-  const lo = Math.min(...vals), hi = Math.max(...vals)
-  return lo === hi ? `${points(lo)} 积分` : `${points(lo)}–${points(hi)} 积分`
+  return Number(n)
+}
+function resPrice(m, r) { return tierPrice(m.prices, m.prices_agent, r) }
+function durPrice(m, d) { return tierPrice(m.duration_prices, m.duration_prices_agent, d) }
+function perSecondPrice(m) { return tierPrice(m.duration_prices, m.duration_prices_agent, 'per_second') }
+function priceEmpty(m) {
+  if ((m.resolutions || []).some((r) => resPrice(m, r) != null)) return false
+  if (m.type !== 'video') return true
+  if (perSecondPrice(m) != null) return false
+  return !(m.durations || []).some((d) => durPrice(m, d) != null)
 }
 
 // ---- request parameter tables ----
@@ -215,6 +231,14 @@ if s["status"] == "completed":
 `curl ${base.value}/v1/models \\
   -H "Authorization: Bearer ${keyHint.value}"`,
   },
+  {
+    title: '查询余额 · curl',
+    code:
+`curl ${base.value}/v1/user/balance \\
+  -H "Authorization: Bearer ${keyHint.value}"
+
+# => {"object":"user.balance","balance":12000,"used":680,"total":12680}`,
+  },
 ])
 
 // ---- copy + toast ----
@@ -256,6 +280,7 @@ async function copy(text) {
         <h2 class="text-sm font-semibold text-white/80">端点</h2>
         <ul class="mt-4 space-y-2.5 text-sm font-mono">
           <li class="flex items-center gap-2"><span class="badge-get">GET</span><span class="text-white/80">/v1/models</span></li>
+          <li class="flex items-center gap-2"><span class="badge-get">GET</span><span class="text-white/80">/v1/user/balance</span><span class="text-white/35 font-sans text-xs">查余额</span></li>
           <li class="flex items-center gap-2"><span class="badge-post">POST</span><span class="text-white/80">/v1/images/generations</span><span class="text-white/35 font-sans text-xs">文生图</span></li>
           <li class="flex items-center gap-2"><span class="badge-post">POST</span><span class="text-white/80">/v1/images/edits</span><span class="text-white/35 font-sans text-xs">图生图(multipart)</span></li>
           <li class="flex items-center gap-2"><span class="badge-post">POST</span><span class="text-white/80">/v1/videos</span><span class="text-white/35 font-sans text-xs">建视频任务</span></li>
@@ -272,15 +297,30 @@ async function copy(text) {
         <table class="w-full text-sm">
           <thead>
             <tr class="text-left text-[11px] uppercase tracking-wider text-white/40 border-b border-white/[0.08]">
-              <th class="px-4 py-3 font-medium">model</th>
-              <th class="px-4 py-3 font-medium">类型</th>
+              <th class="px-4 py-3 font-medium whitespace-nowrap">model</th>
+              <th class="px-4 py-3 font-medium whitespace-nowrap">类型</th>
+              <th class="px-4 py-3 font-medium whitespace-nowrap" title="视频价 = 分辨率价 + 时长价">定价 <span class="normal-case text-white/30">积分</span></th>
               <th class="px-4 py-3 font-medium">能力</th>
             </tr>
           </thead>
           <tbody>
             <tr v-for="m in models" :key="m.id" class="border-b border-white/[0.04] last:border-0">
-              <td class="px-4 py-3 font-mono text-white/90">{{ pubName(m) }}</td>
-              <td class="px-4 py-3 text-white/60">{{ m.type === 'video' ? '视频' : '图像' }}</td>
+              <td class="px-4 py-3 font-mono text-white/90 whitespace-nowrap">{{ pubName(m) }}</td>
+              <td class="px-4 py-3 text-white/60 whitespace-nowrap">{{ m.type === 'video' ? '视频' : '图像' }}</td>
+              <td class="px-4 py-3">
+                <div class="flex flex-wrap items-center gap-1 text-[11px]">
+                  <template v-for="r in (m.resolutions || [])" :key="'pr'+r">
+                    <span v-if="resPrice(m, r) != null" class="cap cap-price">{{ r }}<b class="ml-1 font-semibold tabular-nums">{{ points(resPrice(m, r)) }}</b></span>
+                  </template>
+                  <template v-if="m.type === 'video'">
+                    <span v-if="perSecondPrice(m) != null" class="cap cap-price">/s<b class="ml-1 font-semibold tabular-nums">{{ points(perSecondPrice(m)) }}</b></span>
+                    <template v-else v-for="d in (m.durations || [])" :key="'pd'+d">
+                      <span v-if="durPrice(m, d) != null" class="cap cap-price">{{ d }}<b class="ml-1 font-semibold tabular-nums">+{{ points(durPrice(m, d)) }}</b></span>
+                    </template>
+                  </template>
+                  <span v-if="priceEmpty(m)" class="text-white/30">—</span>
+                </div>
+              </td>
               <td class="px-4 py-3">
                 <div class="flex flex-wrap items-center gap-1 text-[11px]">
                   <template v-if="m.type === 'image'">
@@ -292,17 +332,19 @@ async function copy(text) {
                     <span v-else-if="(m.durations || []).length === 1" class="cap cap-dur">{{ m.durations[0] }}</span>
                   </template>
                   <span v-if="m.reference_mode === 'frame' && m.max_reference_images > 0" class="cap cap-frame">首尾帧 {{ Math.min(m.max_reference_images, 2) }}</span>
-                  <span v-if="m.reference_mode === 'frame' && m.max_reference_images > 2" class="cap cap-ref">参考图 {{ m.max_reference_images }}</span>
-                  <span v-else-if="m.reference_mode && m.reference_mode !== 'none' && m.reference_mode !== 'frame' && m.max_reference_images > 0" class="cap cap-ref">参考图 {{ m.max_reference_images }}</span>
+                  <span v-if="m.reference_mode === 'frame' && m.max_reference_images > 2" class="cap cap-ref">参考图 {{ refImages(m) }}</span>
+                  <span v-else-if="m.reference_mode && m.reference_mode !== 'none' && m.reference_mode !== 'frame' && m.max_reference_images > 0" class="cap cap-ref">参考图 {{ refImages(m) }}</span>
                   <span v-if="m.type === 'image' && m.image_to_image && (!m.reference_mode || m.reference_mode === 'none')" class="cap cap-ref">参考图 1</span>
-                  <span v-if="m.id?.startsWith('seedance')" class="cap cap-media">视频 3</span>
-                  <span v-if="m.id?.startsWith('seedance')" class="cap cap-media">音频 3</span>
+                  <template v-if="caps(m)">
+                    <span v-if="caps(m).videos" class="cap cap-media">视频 {{ caps(m).videos }}</span>
+                    <span v-if="caps(m).audios" class="cap cap-media">音频 {{ caps(m).audios }}</span>
+                  </template>
                   <span v-for="r in (m.ratios || [])" :key="'rt'+r" class="cap cap-ratio">{{ r.replace(':', '×') }}</span>
                   <span v-if="modeEmpty(m)" class="text-white/30">—</span>
                 </div>
               </td>
             </tr>
-            <tr v-if="!models.length"><td colspan="3" class="px-4 py-10 text-center text-white/35">暂无可用模型</td></tr>
+            <tr v-if="!models.length"><td colspan="4" class="px-4 py-10 text-center text-white/35">暂无可用模型</td></tr>
           </tbody>
         </table>
       </div>
@@ -490,12 +532,14 @@ html.dark .badge-err { background: rgb(244 63 94 / 0.15); color: rgb(253 164 175
 .cap-frame { background: rgb(236 72 153 / 0.12); color: rgb(159 18 57); box-shadow: inset 0 0 0 1px rgb(236 72 153 / 0.3); }
 .cap-ref { background: rgb(16 185 129 / 0.12); color: rgb(4 120 87); box-shadow: inset 0 0 0 1px rgb(16 185 129 / 0.3); }
 .cap-media { background: rgb(245 158 11 / 0.12); color: rgb(146 64 14); box-shadow: inset 0 0 0 1px rgb(245 158 11 / 0.3); }
+.cap-price { background: rgb(14 165 233 / 0.12); color: rgb(3 105 161); box-shadow: inset 0 0 0 1px rgb(14 165 233 / 0.3); font-variant-numeric: tabular-nums; }
 .cap-ratio { background: rgb(100 116 139 / 0.1); color: rgb(51 65 85); font-family: ui-monospace, SFMono-Regular, Menlo, monospace; box-shadow: inset 0 0 0 1px rgb(100 116 139 / 0.25); }
 html.dark .cap-k { background: rgb(16 185 129 / 0.18); color: rgb(110 231 183); box-shadow: inset 0 0 0 1px rgb(52 211 153 / 0.4); }
 html.dark .cap-dur { background: rgb(99 102 241 / 0.18); color: rgb(165 180 252); box-shadow: inset 0 0 0 1px rgb(129 140 248 / 0.4); }
 html.dark .cap-frame { background: rgb(236 72 153 / 0.18); color: rgb(244 114 182); box-shadow: inset 0 0 0 1px rgb(244 114 182 / 0.45); }
 html.dark .cap-ref { background: rgb(16 185 129 / 0.18); color: rgb(110 231 183); box-shadow: inset 0 0 0 1px rgb(52 211 153 / 0.4); }
 html.dark .cap-media { background: rgb(245 158 11 / 0.18); color: rgb(252 211 77); box-shadow: inset 0 0 0 1px rgb(252 211 77 / 0.45); }
+html.dark .cap-price { background: rgb(14 165 233 / 0.18); color: rgb(125 211 252); box-shadow: inset 0 0 0 1px rgb(56 189 248 / 0.45); }
 html.dark .cap-ratio { background: rgb(255 255 255 / 0.06); color: rgb(255 255 255 / 0.65); box-shadow: inset 0 0 0 1px rgb(255 255 255 / 0.12); }
 
 /* 苹果风代码卡片：自带深色配色，不随页面主题切换，深/浅背景下都可读 */

frontend/src/views/ModelsView.vue

@@ -6,6 +6,7 @@ import ModelFormModal from '../components/ModelFormModal.vue'
 import CustomModelModal from '../components/CustomModelModal.vue'
 import TestModal from '../components/TestModal.vue'
 import { points } from '../credits'
+import { mediaCaps, presetMap } from '../videoCaps'
 
 const models = ref([])
 const loading = ref(false)
@@ -19,17 +20,24 @@ const statusFilter = ref('')    // '' | 'enabled' | 'disabled'
 const search = ref('')
 
 const TYPE_LABEL = { image: '生图', video: '生视频' }
+const presets = ref({})   // /video-presets: key → 预设（参考资产分类上限的真源）
+
+function caps(m) { return mediaCaps(m, presets.value[m.id]) }
+// 参考图张数:支持音视频参考的模型,max_reference_images 是各类资产合计,图片自己
+// 的上限来自预设 max_images。
+function refImages(m) { return caps(m)?.images || m.max_reference_images }
 const REF_MODE_LABEL = { none: '无', frame: '首帧/首尾帧', asset: '参考图模式' }
 
 function capEmpty(m) {
   if (m.type === 'image') return !(m.ratios || []).length && !m.image_to_image && (m.reference_mode === 'none' || !m.reference_mode)
-  return !(m.durations || []).length && !(m.resolutions || []).length && !m.max_reference_images && !m.id?.startsWith('seedance') && !(m.ratios || []).length
+  return !(m.durations || []).length && !(m.resolutions || []).length && !m.max_reference_images && !caps(m) && !(m.ratios || []).length
 }
 
 async function loadModels() {
   loading.value = true
-  const r = await api('/managed-models')
+  const [r, p] = await Promise.all([api('/managed-models'), api('/video-presets')])
   models.value = r.data?.data || []
+  presets.value = presetMap(p.data?.data)
   loading.value = false
 }
 
@@ -239,12 +247,14 @@ onMounted(loadModels)
                 <!-- Frame mode (首尾帧 2) -->
                 <span v-if="m.reference_mode === 'frame' && m.max_reference_images > 0" class="cap-chip cap-frame">首尾帧 {{ Math.min(m.max_reference_images, 2) }}</span>
                 <!-- Reference image mode (参考图 9) -->
-                <span v-if="m.reference_mode === 'frame' && m.max_reference_images > 2" class="cap-chip cap-ref">参考图 {{ m.max_reference_images }}</span>
-                <span v-else-if="m.reference_mode && m.reference_mode !== 'none' && m.reference_mode !== 'frame' && m.max_reference_images > 0" class="cap-chip cap-ref">参考图 {{ m.max_reference_images }}</span>
+                <span v-if="m.reference_mode === 'frame' && m.max_reference_images > 2" class="cap-chip cap-ref">参考图 {{ refImages(m) }}</span>
+                <span v-else-if="m.reference_mode && m.reference_mode !== 'none' && m.reference_mode !== 'frame' && m.max_reference_images > 0" class="cap-chip cap-ref">参考图 {{ refImages(m) }}</span>
                 <span v-else-if="m.type === 'image' && m.image_to_image" class="cap-chip cap-ref">参考图</span>
-                <!-- Video/Audio for seedance -->
-                <span v-if="m.id?.startsWith('seedance')" class="cap-chip cap-media">视频 3</span>
-                <span v-if="m.id?.startsWith('seedance')" class="cap-chip cap-media">音频 3</span>
+                <!-- 视频/音频参考上限,来自 /video-presets -->
+                <template v-if="caps(m)">
+                  <span v-if="caps(m).videos" class="cap-chip cap-media">视频 {{ caps(m).videos }}</span>
+                  <span v-if="caps(m).audios" class="cap-chip cap-media">音频 {{ caps(m).audios }}</span>
+                </template>
                 <!-- Ratios -->
                 <span v-for="r in (m.ratios || [])" :key="'rt'+r" class="cap-chip cap-mono">{{ r.replace(':', '×') }}</span>
                 <span v-if="capEmpty(m)" class="text-white/30 text-xs">—</span>

frontend/src/views/PlaygroundView.vue

@@ -135,7 +135,9 @@ const maxAudiosRaw = computed(() => {
   const n = familyPreset.value?.max_audios
   return n === undefined || n === null ? null : Number(n)
 })
-const isSeedanceModel = computed(() => /^seedance/.test(model.value?.id || ''))
+// creativefabrica 上游只收图片参考,没有首尾帧/视频/音频,虽叫 seedance 也要排除。
+const isSeedanceModel = computed(() =>
+  /^seedance/.test(model.value?.id || '') && (model.value?.provider || '') !== 'creativefabrica')
 // 支持图片以外的参考资产（视频/音频）的模型：seedance 系 + 预设声明了音视频上限的
 const supportsMediaRefs = computed(() =>
   isSeedanceModel.value || maxVideosRaw.value > 0 || maxAudiosRaw.value > 0)