diff --git a/.beamignore b/.beamignore
new file mode 100644
index 0000000..8ae11be
--- /dev/null
+++ b/.beamignore
@@ -0,0 +1,30 @@
+# Generated by Beam SDK
+.beamignore
+.git
+.idea
+.python-version
+.vscode
+.venv
+venv
+__pycache__
+.DS_Store
+.config
+drive/MyDrive
+.coverage
+.pytest_cache
+.ipynb
+.ruff_cache
+.dockerignore
+.ipynb_checkpoints
+.env.local
+.envrc
+**/__pycache__/
+**/.pytest_cache/
+**/node_modules/
+**/.venv/
+*.pyc
+.next/
+.circleci
+.venv-py39-backup
+models
+
diff --git a/.claude/logs/tool-audit.jsonl b/.claude/logs/tool-audit.jsonl
index 3128b26..772bc90 100644
--- a/.claude/logs/tool-audit.jsonl
+++ b/.claude/logs/tool-audit.jsonl
@@ -709,3 +709,144 @@
{"ts": "2026-06-23T05:20:43Z", "session": "c9cd0dfe-ec58-45b6-9b0e-1dd462a0867e", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
{"ts": "2026-06-23T05:20:50Z", "session": "c9cd0dfe-ec58-45b6-9b0e-1dd462a0867e", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
{"ts": "2026-06-23T05:20:56Z", "session": "c9cd0dfe-ec58-45b6-9b0e-1dd462a0867e", "tool": "Bash", "input_summary": {"command": "{ [ -d .venv ] && source .venv/bin/activate 2>/dev/null; } ; python -c \"compile(open('main.py').read(),'main.py','exec'); print('compile OK')\" && grep -n \"_arena_run_options_for_now\\|_ARENA_SHRINK_RUN_OPTIONS\" main.py"}, "ok": null}
+{"ts": "2026-06-23T15:43:52Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro.md"}, "ok": null}
+{"ts": "2026-06-23T15:43:53Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-design.md"}, "ok": null}
+{"ts": "2026-06-23T15:43:53Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-phase1.md"}, "ok": null}
+{"ts": "2026-06-23T15:44:05Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-23T15:44:06Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-23T16:09:28Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "AskUserQuestion", "input_summary": {"questions": [{"question": "这台 GPU 服务器你打算怎么托管?这决定网络/安全/成本模型。", "header": "GPU 宿主", "options": [{"label": "云按需租用", "description": "Runpod / Lambda / Vast.ai 等。弹性、单价低、无需自己运维硬件,用完即停省钱。CF Tunnel 接入最干净。适合先跑起来。"}, {"label": "自建硬件", "description": "家里/机房放 4090/3090 等。长期单位成本最低,一次性投入低,但要自己管电源/散热/网络/可用性,CF Tunnel 暴露。"}, {"label": "大厂云 GPU", "description": "AWS/GCP/阿里云 GPU 实例。稳定、合规、计费透明,但单价明显贵,适合规模上来后。"}], "multiSelect": false}, {"question": "GPU 服务接管哪些流量?这决定成本和 HF Spaces 的去留。", "header": "服务范围", "options": [{"label": "只接管付费路径", "description": "单图 HD + 批量走 GPU;免费匿名单图继续留 HF CPU 当 SEO 漏斗。成本可控,与双网关方案吻合。推荐。"}, {"label": "全部迁到 GPU", "description": "含免费匿名路径都上 GPU,质量统一拉满,HF 仅作故障转移。体验最好但 GPU 成本随免费流量线性增长。"}, {"label": "先只做批量", "description": "GPU 暂时只跑批量付费任务,单图(免费+登录)维持现状。改动面最小,先验证批量变现。"}], "multiSelect": false}, {"question": "批量任务怎么和 GPU 服务对接?这是一个真实的架构分叉。", "header": "批量模式", "options": [{"label": "GPU 端拉取 + 自管 R2", "description": "GPU 服务从队列拉任务、自己读写 R2,在 GPU 端做动态批处理。吞吐最高、最能打满显卡。推荐(批量的核心价值)。"}, {"label": "网关推送给 GPU", "description": "Pro 网关/Worker 把图推给 GPU 的 /batch 接口,GPU 现取现做。实现最简单,MVP 友好,但批处理效率略低。"}, {"label": "本阶段不做批量", "description": "先只把单图同步链路(秒级 HD)在 GPU 上打通,批量后置。"}], "multiSelect": false}], "answers": {"这台 GPU 服务器你打算怎么托管?这决定网络/安全/成本模型。": "云按需租用", "GPU 服务接管哪些流量?这决定成本和 HF Spaces 的去留。": "只接管付费路径", "批量任务怎么和 GPU 服务对接?这是一个真实的架构分叉。": "这个问题我们再深入讨论一下,我的想法是能否和现在的方式一样,直接通过网关上传到gpu服务器,让服务器处理解压和批量处理,它和上传到R2上再拉取下来批量处理对比为什么会效率低呢,主要在哪会效率低?"}}, "ok": null}
+{"ts": "2026-06-23T17:09:52Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T17:11:02Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 /private/tmp/gen_nb.py && python3 -c \"import json,sys; nb=json.load(open('benchmark/miaocut_gpu_benchmark.ipynb')); print('valid json, nbformat', nb['nbformat'], 'cells', len(nb['cells']))\""}, "ok": null}
+{"ts": "2026-06-23T17:11:21Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 - <<'PY'\nimport json\nnb = json.load(open('benchmark/miaocut_gpu_benchmark.ipynb'))\nimport ast\nok = True\nfor i, c in enumerate(nb['cells']):\n if c['cell_type'] != 'code':\n continue\n src = ''.join(c['source'])\n # 去掉 Colab 的 ! shell 行再做语法检查(这些不是合法 Python)\n lines = [l for l in src.splitlines() if not l.lstrip().startswith('!')]\n code = '\\n'.join(lines)\n try:\n ast.parse(code)\n except SyntaxError as e:\n ok = False\n print(f'cell {i} SyntaxError: "}, "ok": null}
+{"ts": "2026-06-23T17:11:50Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/benchmark/README.md"}, "ok": null}
+{"ts": "2026-06-23T18:15:35Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T18:15:42Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T18:15:47Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T18:15:54Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T18:16:05Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T18:16:12Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 /private/tmp/gen_nb.py && python3 - <<'PY'\nimport json, ast\nnb = json.load(open('benchmark/miaocut_gpu_benchmark.ipynb'))\nok = True\nfor i, c in enumerate(nb['cells']):\n if c['cell_type'] != 'code': continue\n code = '\\n'.join(l for l in ''.join(c['source']).splitlines() if not l.lstrip().startswith('!'))\n try: ast.parse(code)\n except SyntaxError as e: ok = False; print(f'cell {i} SyntaxError: {e}')\nprint('valid json + ALL CODE CELLS OK' if ok else 'SYNTAX ERRORS')\nPY"}, "ok": null}
+{"ts": "2026-06-23T18:44:18Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T18:44:25Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 /private/tmp/gen_nb.py && python3 - <<'PY'\nimport json, ast\nnb = json.load(open('benchmark/miaocut_gpu_benchmark.ipynb'))\nok = True\nfor i, c in enumerate(nb['cells']):\n if c['cell_type'] != 'code': continue\n code = '\\n'.join(l for l in ''.join(c['source']).splitlines() if not l.lstrip().startswith('!'))\n try: ast.parse(code)\n except SyntaxError as e: ok = False; print(f'cell {i} SyntaxError: {e}')\nprint('valid + ALL CODE CELLS OK' if ok else 'SYNTAX ERRORS')\nPY"}, "ok": null}
+{"ts": "2026-06-23T19:03:16Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T19:03:25Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 /private/tmp/gen_nb.py && python3 -c \"import json,ast; nb=json.load(open('benchmark/miaocut_gpu_benchmark.ipynb')); [ast.parse('\\n'.join(l for l in ''.join(c['source']).splitlines() if not l.lstrip().startswith('!'))) for c in nb['cells'] if c['cell_type']=='code']; print('valid + code OK')\""}, "ok": null}
+{"ts": "2026-06-23T19:25:32Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/private/tmp/gen_nb.py"}, "ok": null}
+{"ts": "2026-06-23T19:25:38Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/MEMORY.md"}, "ok": null}
+{"ts": "2026-06-23T19:25:50Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-deploy-arch.md"}, "ok": null}
+{"ts": "2026-06-23T19:26:00Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-model-choice.md"}, "ok": null}
+{"ts": "2026-06-23T19:26:08Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/MEMORY.md"}, "ok": null}
+{"ts": "2026-06-23T19:26:18Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 /private/tmp/gen_nb.py && python3 -c \"import json,ast; nb=json.load(open('benchmark/miaocut_gpu_benchmark.ipynb')); [ast.parse('\\n'.join(l for l in ''.join(c['source']).splitlines() if not l.lstrip().startswith('!'))) for c in nb['cells'] if c['cell_type']=='code']; print('notebook 已更新默认配置为 matting,校验通过')\""}, "ok": null}
+{"ts": "2026-06-23T19:53:49Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-model-choice.md"}, "ok": null}
+{"ts": "2026-06-23T19:54:56Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-23T19:58:23Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "AskUserQuestion", "input_summary": {"questions": [{"question": "serverless GPU 用哪个平台?这决定部署脚本、冷启动方式、计费粒度。", "header": "serverless 平台", "options": [{"label": "Modal", "description": "Python 原生、内存快照让冷启动很快、按秒计费、部署体验最好。适合 FastAPI + 自定义后处理这种场景,我最推荐。"}, {"label": "Runpod Serverless", "description": "GPU 型号选择多、单价低、社区成熟。冷启动比 Modal 略逊,但更省钱。"}, {"label": "Replicate", "description": "把模型打包成 predictor 最省心,但灵活性低(自定义 FastAPI/后处理受限)、单价偏高。"}], "multiSelect": false}, {"question": "缩容策略怎么定?这是省钱和首请求延迟的权衡。", "header": "缩容策略", "options": [{"label": "纯 scale-to-zero", "description": "闲置缩到 0,零常驻成本;首请求要等冷启动(数秒)。早期付费量稀疏,先这样最省钱,体验不行再调。推荐起步。"}, {"label": "matting 保温 + HR 懒加载", "description": "fast 档(小模型)保 1 个常温实例,低延迟;fur 档(HR)容忍冷启动。折中方案。"}, {"label": "保 1 个常温实例", "description": "首请求都低延迟,但有常驻成本(约 $300+/月,取决于卡)。付费量起来后再考虑。"}], "multiSelect": false}, {"question": "GPU 服务第一版接口范围做到哪?", "header": "接口范围", "options": [{"label": "仅透明 PNG", "description": "fast/fur 两档 + 去彩边,输出透明 PNG。最快上线,背景合成/多格式留 Phase 2。推荐先跑通闭环。"}, {"label": "加纯色背景合成", "description": "多一个 bg 参数支持白底/纯色底(电商常用),id-photo 已有服务端合成可复用。接口面稍大。"}, {"label": "背景合成 + 多格式", "description": "再加 webp/jpg 白底输出。接口最全但上线最慢。"}], "multiSelect": false}], "answers": {"serverless GPU 用哪个平台?这决定部署脚本、冷启动方式、计费粒度。": "Beam", "缩容策略怎么定?这是省钱和首请求延迟的权衡。": "纯 scale-to-zero", "GPU 服务第一版接口范围做到哪?": "仅透明 PNG"}}, "ok": null}
+{"ts": "2026-06-23T20:01:52Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-23T20:02:10Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-deploy-arch.md"}, "ok": null}
+{"ts": "2026-06-23T20:11:58Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-23T20:12:11Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-23T20:12:53Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gpu/app.py"}, "ok": null}
+{"ts": "2026-06-23T20:13:19Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gpu/README.md"}, "ok": null}
+{"ts": "2026-06-23T20:13:28Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-deploy-arch.md"}, "ok": null}
+{"ts": "2026-06-23T20:13:38Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "python3 -m py_compile pro-gpu/app.py && echo \"py_compile OK: pro-gpu/app.py 语法通过\""}, "ok": null}
+{"ts": "2026-06-24T02:47:26Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-24T02:47:45Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-deploy-arch.md"}, "ok": null}
+{"ts": "2026-06-24T02:52:28Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-24T02:52:44Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/.claude/projects/-Users-wuchao-git-miaoCut/memory/pro-gpu-deploy-arch.md"}, "ok": null}
+{"ts": "2026-06-24T02:56:39Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/src/index.js"}, "ok": null}
+{"ts": "2026-06-24T02:56:40Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/wrangler.toml"}, "ok": null}
+{"ts": "2026-06-24T02:59:18Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/README.md"}, "ok": null}
+{"ts": "2026-06-24T03:00:56Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/src/index.js"}, "ok": null}
+{"ts": "2026-06-24T03:01:17Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/wrangler.toml"}, "ok": null}
+{"ts": "2026-06-24T03:01:48Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/README.md"}, "ok": null}
+{"ts": "2026-06-24T03:02:32Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "node --check pro-gateway/src/index.js && echo \"node --check OK: pro-gateway/src/index.js\""}, "ok": null}
+{"ts": "2026-06-24T03:14:23Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-account.js"}, "ok": null}
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&1 | tail -20; echo \"=== 改动文件 ===\"; git status --short | head -30"}, "ok": null}
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+{"ts": "2026-06-25T04:16:34Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
+{"ts": "2026-06-25T04:16:47Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-gpu-service.md"}, "ok": null}
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+{"ts": "2026-06-25T04:35:07Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
+{"ts": "2026-06-25T04:35:17Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
+{"ts": "2026-06-25T04:35:30Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
+{"ts": "2026-06-25T04:35:40Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Bash", "input_summary": {"command": "cd /Users/wuchao/git/miaoCut\nnode --check scripts/cloudflare-hf-gateway-worker.js && echo \"Worker JS 语法 OK\"\necho \"\"\necho \"===== pro-gateway/wrangler.toml 里有没有 ratelimit/kv binding(确认它是另一个 worker) =====\"\ngrep -niE \"name|ratelimit|kv_namespace|binding|main\" pro-gateway/wrangler.toml 2>/dev/null | head"}, "ok": null}
+{"ts": "2026-06-25T04:50:13Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
+{"ts": "2026-06-25T04:50:21Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
+{"ts": "2026-06-25T04:50:51Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
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+{"ts": "2026-06-25T05:04:10Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/scripts/cloudflare-hf-gateway-worker.js"}, "ok": null}
+{"ts": "2026-06-25T05:07:41Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Bash", "input_summary": {"command": "cd /Users/wuchao/git/miaoCut\necho \"========== pro-gateway/ 文件树 ==========\"\nfind pro-gateway -type f -not -path '*/node_modules/*' -not -path '*/.git/*' | sort\necho \"\"\necho \"========== pro-gpu/ 文件树 ==========\"\nfind pro-gpu -type f -not -path '*/node_modules/*' -not -path '*/.git/*' | sort\necho \"\"\necho \"========== docs/feature-pro* 文档 ==========\"\nls -la docs/feature-pro*.md 2>/dev/null\necho \"\"\necho \"========== 各文件行数概览 ==========\"\nwc -l pro-gateway/**/*.* pro-gpu/**/*.* 2>/dev/null | tail -30"}, "ok": null}
+{"ts": "2026-06-25T05:08:07Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro.md"}, "ok": null}
+{"ts": "2026-06-25T05:08:20Z", "session": "a16e301f-73ed-4c83-ab43-9247848abc4f", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/README.md"}, "ok": null}
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+{"ts": "2026-06-25T14:51:10Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:51:14Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:51:18Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:51:22Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
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+{"ts": "2026-06-25T14:56:45Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:57:49Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:57:53Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Bash", "input_summary": {"command": "grep -n \"id-photo/create\\|id-photo/human-matting\\|async def create_id_photo\\|async def human_matting\\|file.read\\|await image.read\\|await file.read\\|run_id_photo\\|run_rembg(\" main.py | head -50"}, "ok": null}
+{"ts": "2026-06-25T14:58:02Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:58:14Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:58:27Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:58:39Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:58:43Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
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+{"ts": "2026-06-25T14:59:22Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:59:26Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:59:31Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:59:41Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T14:59:49Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T15:00:11Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T15:00:20Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T15:00:29Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T15:00:41Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T15:00:48Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/main.py"}, "ok": null}
+{"ts": "2026-06-25T15:01:06Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Bash", "input_summary": {"command": "python -m py_compile main.py && echo \"OK: py_compile passed\""}, "ok": null}
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+{"ts": "2026-06-25T15:01:33Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Bash", "input_summary": {"command": "git diff --stat main.py && echo \"---\" && git diff main.py | grep -E \"^\\+\" | grep -v \"^\\+\\+\\+\" | head -80"}, "ok": null}
+{"ts": "2026-06-25T15:01:39Z", "session": "64950bfd-f3fc-4676-81c2-5af4e58bb133", "tool": "Bash", "input_summary": {"command": "git --no-pager diff main.py"}, "ok": null}
+{"ts": "2026-06-25T15:09:18Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Read", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/db/schema.sql"}, "ok": null}
+{"ts": "2026-06-25T15:11:56Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/db/schema-batch.sql"}, "ok": null}
+{"ts": "2026-06-25T15:12:38Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gpu/app.py"}, "ok": null}
+{"ts": "2026-06-25T15:13:51Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/src/index.js"}, "ok": null}
+{"ts": "2026-06-25T15:14:01Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/src/index.js"}, "ok": null}
+{"ts": "2026-06-25T15:14:55Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/src/index.js"}, "ok": null}
+{"ts": "2026-06-25T15:15:34Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/wrangler.toml"}, "ok": null}
+{"ts": "2026-06-25T15:15:45Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/wrangler.toml"}, "ok": null}
+{"ts": "2026-06-25T15:15:55Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "node --check pro-gateway/src/index.js && echo \"✅ index.js 语法 OK\"; python3 -m py_compile pro-gpu/app.py && echo \"✅ app.py 语法 OK\"; echo \"--- 重跑 Phase 1 冒烟 ---\"; node pro-gateway/test/smoke.mjs 2>&1 | tail -5"}, "ok": null}
+{"ts": "2026-06-25T15:17:28Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/pro-gateway/test/smoke-batch.mjs"}, "ok": null}
+{"ts": "2026-06-25T15:18:55Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "node pro-gateway/test/smoke-batch.mjs 2>&1 | grep -v \"MODULE_TYPELESS\\|Reparsing\\|eliminate this\\|trace-warnings\""}, "ok": null}
+{"ts": "2026-06-25T15:25:57Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/batch/index.html"}, "ok": null}
+{"ts": "2026-06-25T15:27:27Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/batch/batch.js"}, "ok": null}
+{"ts": "2026-06-25T15:27:45Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Bash", "input_summary": {"command": "node --check batch/batch.js 2>&1 | grep -v \"MODULE_TYPELESS\\|Reparsing\\|eliminate\\|trace-warnings\" ; node --check pro-account.js 2>&1 | grep -v \"MODULE_TYPELESS\\|Reparsing\\|eliminate\\|trace-warnings\" ; echo \"✅ batch.js + pro-account.js 语法 OK(无报错即通过)\""}, "ok": null}
+{"ts": "2026-06-25T15:34:58Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Write", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-deploy.md"}, "ok": null}
+{"ts": "2026-06-26T00:30:39Z", "session": "9a9f9a71-c626-4931-8a66-055a0b605f5a", "tool": "Edit", "input_summary": {"file": "/Users/wuchao/git/miaoCut/docs/feature-pro-deploy.md"}, "ok": null}
diff --git a/.claude/settings.local.json b/.claude/settings.local.json
index 62b7ca4..7d30814 100644
--- a/.claude/settings.local.json
+++ b/.claude/settings.local.json
@@ -46,7 +46,22 @@
"Bash(node --check app.js)",
"Bash(grep -nA8 \"content\" tailwind.config.js)",
"Bash(grep -vE \"^ ?M \\(bn|fil|hi|id|pt-br|ur|zh|ja|ko|fr|de|es|vi|th|ar|ru|tr|it|pl|nl|fa\\)/|how-to-remove|/index\\\\.html$\")",
- "Bash(grep -E \"\\\\.\\(py|js|css|md|json\\)$|scripts/\")"
+ "Bash(grep -E \"\\\\.\\(py|js|css|md|json\\)$|scripts/\")",
+ "Bash(python3 /private/tmp/gen_nb.py)",
+ "Bash(python3 -c \"import json,sys; nb=json.load\\(open\\('benchmark/miaocut_gpu_benchmark.ipynb'\\)\\); print\\('valid json, nbformat', nb['nbformat'], 'cells', len\\(nb['cells']\\)\\)\")",
+ "Bash(python3 -)",
+ "Bash(python3 -c \"import json,ast; nb=json.load\\(open\\('benchmark/miaocut_gpu_benchmark.ipynb'\\)\\); [ast.parse\\('\\\\n'.join\\(l for l in ''.join\\(c['source']\\).splitlines\\(\\) if not l.lstrip\\(\\).startswith\\('!'\\)\\)\\) for c in nb['cells'] if c['cell_type']=='code']; print\\('valid + code OK'\\)\")",
+ "Bash(python3 -c \"import json,ast; nb=json.load\\(open\\('benchmark/miaocut_gpu_benchmark.ipynb'\\)\\); [ast.parse\\('\\\\n'.join\\(l for l in ''.join\\(c['source']\\).splitlines\\(\\) if not l.lstrip\\(\\).startswith\\('!'\\)\\)\\) for c in nb['cells'] if c['cell_type']=='code']; print\\('notebook 已更新默认配置为 matting,校验通过'\\)\")",
+ "Bash(python3 -m py_compile pro-gpu/app.py)",
+ "Bash(node --check pro-gateway/src/index.js)",
+ "Bash(node pro-gateway/test/smoke.mjs)",
+ "WebSearch",
+ "Bash(python -m py_compile main.py)",
+ "Bash(python -)",
+ "Bash(git --no-pager diff main.py)",
+ "Bash(node pro-gateway/test/smoke-batch.mjs)",
+ "Bash(node --check batch/batch.js)",
+ "Bash(node --check pro-account.js)"
]
}
}
diff --git a/.github/workflows/deploy-backend-dev.yml b/.github/workflows/deploy-backend-dev.yml
new file mode 100644
index 0000000..ebe8eb6
--- /dev/null
+++ b/.github/workflows/deploy-backend-dev.yml
@@ -0,0 +1,160 @@
+name: Deploy Backend Dev
+
+on:
+ push:
+ branches: [ dev ]
+ paths:
+ - "main.py"
+ - "requirements.txt"
+ - "Dockerfile"
+ - ".github/workflows/deploy-backend-dev.yml"
+ workflow_dispatch:
+
+jobs:
+ deploy_spaces:
+ name: Push to Hugging Face Spaces (Dev)
+ runs-on: ubuntu-latest
+ permissions:
+ contents: read
+ steps:
+ - name: Checkout
+ uses: actions/checkout@v4
+
+ - name: Setup Python
+ uses: actions/setup-python@v5
+ with:
+ python-version: "3.11"
+
+ - name: Install huggingface_hub
+ run: pip install --quiet "huggingface_hub>=0.24"
+
+ - name: Rolling deploy to Dev Hugging Face Spaces
+ env:
+ HF_TOKEN: ${{ secrets.HF_TOKEN_DEV }}
+ GITHUB_SHA: ${{ github.sha }}
+ run: |
+ set -euo pipefail
+ if [ -z "$HF_TOKEN" ]; then
+ echo "HF_TOKEN_DEV secret is not configured."
+ exit 1
+ fi
+ python - <<'PY'
+ import os
+ import sys
+ import time
+ import json
+ import urllib.request
+
+ from huggingface_hub import HfApi
+
+ api = HfApi(token=os.environ["HF_TOKEN"])
+ sha_short = os.environ.get("GITHUB_SHA", "manual")[:8]
+
+ # Dev Space for deployment
+ SPACES = [
+ ("miao_cut_dev1", "wu408124546-miao-cut-dev1.hf.space"),
+ ]
+ ALLOW = ["main.py", "Dockerfile", "requirements.txt", "README.md"]
+
+ POLL_INTERVAL = 10
+ BUILD_START_TIMEOUT = 240
+ BUILD_FINISH_TIMEOUT = 1500
+ READY_TIMEOUT = 360
+ READY_STABLE_HITS = 2
+
+ BUILDING_STAGES = {"BUILDING", "RUNNING_BUILDING", "APP_STARTING", "RUNNING_APP_STARTING"}
+ FATAL_STAGES = {"BUILD_ERROR", "RUNTIME_ERROR", "CONFIG_ERROR", "NO_APP_FILE"}
+
+ def stage_of(repo_id):
+ try:
+ return api.get_space_runtime(repo_id).stage or "UNKNOWN"
+ except Exception as exc:
+ print(f" (warn) get_space_runtime({repo_id}) failed: {exc}")
+ return "UNKNOWN"
+
+ def wait_build_start(repo_id):
+ deadline = time.time() + BUILD_START_TIMEOUT
+ while time.time() < deadline:
+ stage = stage_of(repo_id)
+ if stage in FATAL_STAGES:
+ raise RuntimeError(f"{repo_id} entered fatal stage during build start: {stage}")
+ if stage in BUILDING_STAGES:
+ print(f" [{repo_id}] build started (stage={stage})")
+ return True
+ time.sleep(POLL_INTERVAL)
+ return False
+
+ def wait_build_finish(repo_id):
+ deadline = time.time() + BUILD_FINISH_TIMEOUT
+ last = None
+ while time.time() < deadline:
+ stage = stage_of(repo_id)
+ if stage != last:
+ print(f" [{repo_id}] stage={stage}")
+ last = stage
+ if stage in FATAL_STAGES:
+ raise RuntimeError(f"{repo_id} build failed: stage={stage}")
+ if stage == "RUNNING":
+ return
+ time.sleep(POLL_INTERVAL)
+ raise TimeoutError(f"{repo_id} did not return to RUNNING within {BUILD_FINISH_TIMEOUT}s")
+
+ def probe(host):
+ url = f"https://{host}/"
+ try:
+ req = urllib.request.Request(url, headers={"User-Agent": "miaocut-rollout-dev"})
+ with urllib.request.urlopen(req, timeout=10) as r:
+ if r.status != 200:
+ return (False, False)
+ data = json.loads(r.read().decode("utf-8"))
+ return (bool(data.get("ok")), bool(data.get("model_ready")))
+ except Exception:
+ return (False, False)
+
+ def wait_http_ready(host):
+ deadline = time.time() + READY_TIMEOUT
+ hits = 0
+ while time.time() < deadline:
+ ok, ready = probe(host)
+ if ok and ready:
+ hits += 1
+ if hits >= READY_STABLE_HITS:
+ print(f" [{host}] healthy & model_ready ✅")
+ return
+ else:
+ hits = 0
+ time.sleep(POLL_INTERVAL)
+ raise TimeoutError(f"{host} not healthy/model_ready within {READY_TIMEOUT}s")
+
+ def deploy_one(space, host):
+ repo_id = f"wu408124546/{space}"
+ print(f"==> [{repo_id}] uploading {ALLOW}")
+ api.upload_folder(
+ folder_path=".",
+ repo_id=repo_id,
+ repo_type="space",
+ allow_patterns=ALLOW,
+ commit_message=f"Deploy {sha_short} from GitHub Actions (rolling dev)",
+ )
+ if wait_build_start(repo_id):
+ wait_build_finish(repo_id)
+ else:
+ print(f" [{repo_id}] no rebuild detected (files unchanged); verifying current health")
+ wait_http_ready(host)
+
+ failed = None
+ for i, (space, host) in enumerate(SPACES):
+ try:
+ deploy_one(space, host)
+ print(f" [{space}] done ({i + 1}/{len(SPACES)})\n")
+ except Exception as exc:
+ failed = (space, exc)
+ print(f"!! [{space}] deploy failed: {exc}", file=sys.stderr)
+ print("!! Aborting rollout — remaining Spaces keep serving the previous version.",
+ file=sys.stderr)
+ break
+
+ if failed:
+ sys.exit(1)
+ print("Rolling deploy complete: all 3 Dev Spaces updated with zero downtime.")
+ PY
diff --git a/.gitignore b/.gitignore
index fadfcc3..39d2acd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -49,3 +49,14 @@ models/*.bak
.claude
.agent
.playwright-cli
+ads.txt
+b27e253973b44d85af293d4f007fba0c.txt
+googlebbfb4abe1fc3d9df.html
+miaocut-seo-design-doc.md
+old-photo-restoration-design.md
+quantize_birefnet.ipynb
+docs/
+.claude/*
+.agents/
+scripts/
+benchmark
diff --git a/Dockerfile b/Dockerfile
index 39dd087..9b55fc3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -50,7 +50,15 @@ download_url_to_file('https://github.com/enesmsahin/simple-lama-inpainting/relea
# ============================================================
FROM python:3.11-slim
-# 系统依赖:MediaPipe/OpenCV 运行时需要 libGL/libglib。
+# 系统依赖:libgl1 / libglib2.0-0 —— MediaPipe / OpenCV 运行时依赖
+#
+# 【曾用过 jemalloc,已回退】
+# 之前尝试过 apt install libjemalloc2 + LD_PRELOAD 让 jemalloc 替换 glibc malloc,
+# 目标是降低碎片、更快归还内存给 OS。Space 端 A/B 后发现在 2 vCPU CPU-bound FP32
+# 推理场景下(BiRefNet-general-lite-768),jemalloc 的 background_thread 反而抢占
+# vCPU,导致 sharp 推理慢 ~3s(6.5s -> 9.5s median)。当前 Space 内存并不是瓶颈
+# (oom_kills=0,cgroup 用量只到 15%),不值这个速度代价,先撤。
+# 如果将来内存成为瓶颈再回来考虑 jemalloc + background_thread:false 或者 tcmalloc。
RUN apt-get update && \
apt-get install -y --no-install-recommends libgl1 libglib2.0-0 && \
useradd -m -u 1000 user && \
@@ -91,6 +99,10 @@ COPY --chown=user:user models/birefnet-general-lite-768.onnx /opt/miaocut-models
# 模型已内置到镜像;rembg 模型缺失时会自动退到可写缓存目录。
# big-lama(去水印 inpainting 模型)由上面 builder 预置到 /opt/miaocut-models/big-lama.pt,
# 用 LAMA_MODEL 指定后 SimpleLama 直接加载本地文件,容器重启不再去 GitHub 重下 196MB。
+#
+# MALLOC_ARENA_MAX / MALLOC_TRIM_THRESHOLD_ 是 glibc 特有的 tuning,配合 main.py 里的
+# _malloc_trim() 主动归还内存,减少 RSS 累积。之前尝试过用 jemalloc 替换 glibc,
+# 在 2 vCPU Space 上反而拖慢 sharp 推理 ~3s(见 apt install 注释),已撤回,当前继续用 glibc。
ENV PORT=7860 \
U2NET_HOME=/opt/miaocut-models \
LAMA_MODEL=/opt/miaocut-models/big-lama.pt \
diff --git a/account/credits/index.html b/account/credits/index.html
new file mode 100644
index 0000000..34d567b
--- /dev/null
+++ b/account/credits/index.html
@@ -0,0 +1,188 @@
+
+
+
+
+
+
+
+ Your Credits | MiaoCut
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Sign in to MiaoCut
+ Access your credits, history, and top-ups.
+
+
+
or
+
+
+
+
+
+
+
+
+
+
Your credits
+
+
+
+
+
+
+
+
+ Transaction history
+
+
+
+
+ | When |
+ Reason |
+ Change |
+ Balance |
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/alternatives/remove-bg/index.html b/alternatives/remove-bg/index.html
index 0db51f1..f07f749 100644
--- a/alternatives/remove-bg/index.html
+++ b/alternatives/remove-bg/index.html
@@ -97,7 +97,7 @@
]
}
-
+
diff --git a/app.js b/app.js
index 07ca966..4dfd6b6 100644
--- a/app.js
+++ b/app.js
@@ -1101,25 +1101,12 @@
// 埋点 (Umami custom events)
// ============================================================
// umami 脚本异步加载,未就绪/被广告拦截时直接 no-op,不让分析故障影响主流程。
- function track(name, data) {
+ function track(name) {
if (typeof umami === 'undefined') return;
try {
- if (data) umami.track(name, data); else umami.track(name);
+ umami.track(name);
} catch (_) { /* analytics 失败不影响业务 */ }
}
- function sizeBucket(bytes) {
- if (bytes < 500 * 1024) return '<500K';
- if (bytes < 2 * 1024 * 1024) return '500K-2M';
- if (bytes < 5 * 1024 * 1024) return '2M-5M';
- return '5M-10M';
- }
- function durationBucket(ms) {
- const s = ms / 1000;
- if (s < 2) return '<2s';
- if (s < 5) return '2-5s';
- if (s < 10) return '5-10s';
- return '>10s';
- }
// ============================================================
// i18n 切换
@@ -1222,7 +1209,7 @@
const from = currentLang;
const to = e.target.value;
if (to === currentLang) return;
- track('lang-switched', { from, to });
+ track('lang-switched');
const target = alternateUrlFor(to) + window.location.search + window.location.hash;
// 用 localStorage 记住偏好,下次直接打开根域名时可以让用户感知(虽然不再用作语言判定的源)
localStorage.setItem('lang', to);
@@ -1265,7 +1252,7 @@
currentProfile = next;
localStorage.setItem('cutoutProfile', next);
updateProfileButtons();
- track('profile-switched', { from, to: next });
+ track('profile-switched');
});
});
updateProfileButtons();
@@ -1275,7 +1262,7 @@
// API 配置
// ============================================================
const _isLocal = window.location.hostname === 'localhost' || window.location.hostname === '127.0.0.1';
- const API_BASE = _isLocal ? 'http://localhost:8000' : 'https://api2.miaocut.app';
+ const API_BASE = (window.MIAOCUT_PRO_CONFIG && window.MIAOCUT_PRO_CONFIG.FREE_API_BASE) || (_isLocal ? 'http://localhost:8000' : 'https://api2.miaocut.app');
// ============================================================
// Batch Process Pro fake door(同一个弹窗复用为 3 种场景,见 openWaitlistModal)
@@ -1369,7 +1356,7 @@
modal.classList.remove('hidden');
modal.classList.add('flex');
document.body.classList.add('overflow-hidden');
- track('waitlist-opened', { page: window.MIAOCUT_PAGE_KEY || 'unknown', lang: currentLang, variant: currentVariant });
+ track('waitlist-opened');
setTimeout(() => emailInput.focus(), 0);
}
openWaitlistModal = openModal; // 暴露给外部(抠图 429 调用)
@@ -1392,20 +1379,20 @@
});
modal.querySelector('[data-batch-backdrop]').addEventListener('click', () => {
- track('batch-door-dismissed', { page: window.MIAOCUT_PAGE_KEY || 'unknown', lang: currentLang, method: 'backdrop' });
+ track('batch-door-dismissed');
closeModal();
});
closeButtons.forEach(button => {
button.addEventListener('click', () => {
- track('batch-door-dismissed', { page: window.MIAOCUT_PAGE_KEY || 'unknown', lang: currentLang, method: 'button' });
+ track('batch-door-dismissed');
closeModal();
});
});
document.addEventListener('keydown', (event) => {
if (event.key !== 'Escape' || modal.classList.contains('hidden')) return;
- track('batch-door-dismissed', { page: window.MIAOCUT_PAGE_KEY || 'unknown', lang: currentLang, method: 'escape' });
+ track('batch-door-dismissed');
closeModal();
});
@@ -1442,7 +1429,7 @@
}),
});
if (!resp.ok) throw new Error(`HTTP ${resp.status}`);
- track('batch-waitlist-submitted', { page: window.MIAOCUT_PAGE_KEY || 'unknown', lang: currentLang });
+ track('batch-waitlist-submitted');
formWrap.classList.add('hidden');
thanksEl.classList.remove('hidden');
const doneButton = modal.querySelector('#batch-thanks-close');
@@ -1450,7 +1437,7 @@
} catch (error) {
console.warn('[MiaoCut] Batch waitlist submit failed:', error);
setError(t('batchModalError'));
- track('batch-waitlist-failed', { page: window.MIAOCUT_PAGE_KEY || 'unknown', lang: currentLang });
+ track('batch-waitlist-failed');
} finally {
submitButton.disabled = false;
submitButton.textContent = t('batchModalSubmit');
@@ -1603,9 +1590,19 @@
function uploadWithProgress(formData) {
return new Promise((resolve, reject) => {
const xhr = new XMLHttpRequest();
- const url = `${API_BASE}/api/remove-background?profile=${encodeURIComponent(currentProfile)}`;
+ // 登录用户走 Pro 网关(GPU,按 profile 扣分);匿名走免费网关(CPU,含 localhost dev)。
+ // MiaoCutPro 未加载或未登录时,url 与鉴权头与原来完全一致,零回归。
+ const pro = window.MiaoCutPro;
+ const loggedIn = !!(pro && pro.isLoggedIn && pro.isLoggedIn());
+ const url = loggedIn
+ ? pro.removeBackgroundUrl(currentProfile)
+ : `${API_BASE}/api/remove-background?profile=${encodeURIComponent(currentProfile)}`;
xhr.open('POST', url);
xhr.responseType = 'blob';
+ // 登录用户带 Authorization(Supabase JWT);匿名为空
+ if (loggedIn && pro.authHeader) {
+ for (const [k, v] of Object.entries(pro.authHeader())) xhr.setRequestHeader(k, v);
+ }
xhr.upload.onprogress = (e) => {
if (!e.lengthComputable) return;
@@ -1713,11 +1710,11 @@
document.body.removeChild(a);
}
- function autoDownloadTransparentResult(file, blob, page) {
+ function autoDownloadTransparentResult(file, blob) {
const url = URL.createObjectURL(blob);
downloadUrl(url, `${basenameFromFile(file)}_transparent.png`);
setTimeout(() => URL.revokeObjectURL(url), 1000);
- track('transparent-download', { page, mode: 'auto' });
+ track('transparent-download');
}
function bgLabelKey(bg) {
@@ -1999,7 +1996,7 @@
const suffix = shapeOverride || resultState.config.downloadSuffix;
downloadUrl(url, `${resultState.basename}_${suffix}.png`);
setTimeout(() => URL.revokeObjectURL(url), 1000);
- track('edited-download', { page: resultState.mode, bg: resultState.bg, size: resultState.size, shape: shapeOverride || resultState.shape });
+ track('edited-download');
}, 'image/png');
}
@@ -2027,7 +2024,7 @@
const scaleInput = document.getElementById('editor-bg-scale');
if (scaleInput) scaleInput.value = '100';
renderPreview();
- track('background-image-uploaded', { page: resultState.mode, type: file.type.replace('image/', '') });
+ track('background-image-uploaded');
}
function renderResultEditor() {
@@ -2229,7 +2226,7 @@
const shadowSelect = document.getElementById('editor-shadow');
if (shadowSelect) shadowSelect.value = resultState.shadow;
renderPreview();
- track('amazon-preset-applied', { page: resultState.mode });
+ track('amazon-preset-applied');
});
}
const customColor = document.getElementById('editor-custom-color');
@@ -2276,7 +2273,7 @@
});
document.getElementById('download-transparent').addEventListener('click', () => {
downloadUrl(resultState.cutoutUrl, `${resultState.basename}_transparent.png`);
- track('transparent-download', { page: resultState.mode });
+ track('transparent-download');
});
const downloadEdited = document.getElementById('download-edited');
if (downloadEdited) downloadEdited.addEventListener('click', () => downloadCurrentVersion());
@@ -2341,18 +2338,18 @@
async function handleFiles(files) {
const file = files[0];
+ // 选图即预热 Beam(登录用户):把 GPU 冷启动藏进后续「压缩+上传」窗口;匿名时是 no-op。
+ window.MiaoCutPro?.prewarm?.();
+
if (!ALLOWED_TYPES.includes(file.type)) {
- track('format-rejected', { type: file && file.type ? file.type : 'unknown' });
+ track('format-rejected');
alert(t('alertSize'));
return;
}
console.log(`[MiaoCut] 原始图片: ${file.name} (${(file.size / 1024 / 1024).toFixed(2)} MB)`);
- const fileExt = file.type.replace('image/', '');
- // 子页打点带 page 维度,便于在 Umami 后台分析"哪个 landing page 转化最高"
const page = (window.MIAOCUT_PAGE_KEY || 'home');
- track('upload-started', { type: fileExt, size: sizeBucket(file.size), profile: currentProfile, page });
- const startedAt = performance.now();
+ track('upload-started');
cleanupResultState();
dropzoneContent.classList.add('pointer-events-none');
@@ -2371,15 +2368,10 @@
formData.append('file', uploadFile);
const blob = await uploadWithProgress(formData);
- track('cutout-success', {
- type: fileExt,
- size: sizeBucket(file.size),
- duration: durationBucket(performance.now() - startedAt),
- page,
- });
+ track('cutout-success');
if (page === 'home') {
- autoDownloadTransparentResult(file, blob, page);
+ autoDownloadTransparentResult(file, blob);
shouldResetDropzone = true;
} else {
await showResultEditor(file, uploadFile, blob);
@@ -2393,21 +2385,26 @@
if (error.status === 429) {
if (error.scope === 'day') {
// 今日免费额度用尽(明天重置)→ 引导升级 Pro(弹预约弹窗)
- track('cutout-rate-limited', { type: fileExt, page, scope: 'day' });
+ track('cutout-rate-limited');
resetDropzone();
if (typeof openWaitlistModal === 'function') openWaitlistModal('rateDay');
} else {
// 手速太快(minute):当天还有额度,给温和提示 + 可选 Pro 批量入口。
// 保留提示(不让 finally 的延时 reset 把它清掉),用户读完可点 Pro 或重新拖图。
shouldResetDropzone = false;
- track('cutout-rate-limited', { type: fileExt, page, scope: 'minute' });
+ track('cutout-rate-limited');
showRateBurstNotice(Math.max(1, Math.round(error.retryAfter || 30)));
}
return;
}
- const reason = error.status ? `http-${error.status}`
- : (error.kind || (error.message && /压缩|WebP/.test(error.message) ? 'compress' : 'unknown'));
- track('cutout-failed', { type: fileExt, reason, page });
+ // 积分不足(登录付费路径专有)→ 引导去充值
+ if (error.status === 402) {
+ track('cutout-insufficient-credits');
+ resetDropzone();
+ window.location.href = '/pricing/';
+ return;
+ }
+ track('cutout-failed');
// 用 DOM 拼装而不是 innerHTML 拼字符串,防止 error.message 里若含 HTML 被当标签执行(XSS)
dropzoneContent.innerHTML = '';
const icon = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
diff --git a/batch/batch.js b/batch/batch.js
new file mode 100644
index 0000000..d62ef7c
--- /dev/null
+++ b/batch/batch.js
@@ -0,0 +1,310 @@
+// =============================================================================
+// MiaoCut 批量去背景 —— 前端流程
+// 建任务 → 逐张直传 R2(预签名) → 开始(冻结+入队) → 轮询进度 → ZIP 下载
+// 复用 pro-account.js 的登录态;所有 Pro API 调用走 MiaoCutPro.proFetch(自动带 JWT)。
+// =============================================================================
+import MiaoCutPro from "/pro-account.js";
+
+const CREDIT_COST = { fast: 1, fur: 2 };
+const MAX_IMAGES = 200;
+const ALLOWED = ["image/png", "image/jpeg", "image/webp"];
+
+const $ = (id) => document.getElementById(id);
+const els = {
+ balance: $("balance"),
+ loginGate: $("login-gate"),
+ btnGoogle: $("btn-google"),
+ btnEmail: $("btn-email"),
+ loginEmail: $("login-email"),
+ loginMsg: $("login-msg"),
+ tool: $("tool"),
+ profileToggle: $("profile-toggle"),
+ dropzone: $("dropzone"),
+ fileInput: $("file-input"),
+ fileList: $("file-list"),
+ costLine: $("cost-line"),
+ btnStart: $("btn-start"),
+ progress: $("progress"),
+ progressText: $("progress-text"),
+ progressBar: $("progress-bar"),
+ imageGrid: $("image-grid"),
+ results: $("results"),
+ resultsSummary: $("results-summary"),
+ resultsMsg: $("results-msg"),
+ btnZip: $("btn-zip"),
+};
+
+let profile = "fast";
+let files = []; // 选中的 File[]
+let chips = {}; // image_id → 缩略图 chip 元素
+let lastImages = []; // 最近一次状态的 images(给 ZIP 用)
+
+const sleep = (ms) => new Promise((r) => setTimeout(r, ms));
+
+// ---------- 登录态 ----------
+async function render() {
+ const logged = MiaoCutPro.isLoggedIn();
+ els.loginGate.classList.toggle("hidden", logged);
+ els.tool.classList.toggle("hidden", !logged);
+ if (logged) {
+ try {
+ const b = await MiaoCutPro.balance();
+ els.balance.innerHTML = `Balance: ${b.total} credits`;
+ } catch (_) { /* ignore */ }
+ } else {
+ els.balance.textContent = "";
+ }
+}
+
+els.btnGoogle.addEventListener("click", async () => {
+ try { await MiaoCutPro.signInWithGoogle(window.location.href); }
+ catch (e) { els.loginMsg.textContent = e.message === "auth_unavailable" ? "登录暂未配置(Supabase)。" : "登录失败,请重试。"; }
+});
+els.btnEmail.addEventListener("click", async () => {
+ const email = els.loginEmail.value.trim();
+ if (!email) return;
+ try {
+ await MiaoCutPro.signInWithEmail(email, window.location.href);
+ els.loginMsg.textContent = "Magic link sent — check your email.";
+ } catch (e) {
+ els.loginMsg.textContent = e.message === "auth_unavailable" ? "登录暂未配置(Supabase)。" : "Failed to send, try again.";
+ }
+});
+
+// ---------- profile 切换 ----------
+els.profileToggle.querySelectorAll("button").forEach((b) => {
+ b.addEventListener("click", () => {
+ profile = b.dataset.profile;
+ els.profileToggle.querySelectorAll("button").forEach((x) => x.classList.toggle("active", x === b));
+ updateCost();
+ });
+});
+
+// ---------- 选图 ----------
+els.dropzone.addEventListener("click", () => els.fileInput.click());
+els.fileInput.addEventListener("change", () => addFiles(els.fileInput.files));
+["dragover", "dragenter"].forEach((ev) =>
+ els.dropzone.addEventListener(ev, (e) => { e.preventDefault(); els.dropzone.classList.add("drag"); }));
+["dragleave", "drop"].forEach((ev) =>
+ els.dropzone.addEventListener(ev, (e) => { e.preventDefault(); els.dropzone.classList.remove("drag"); }));
+els.dropzone.addEventListener("drop", (e) => addFiles(e.dataTransfer.files));
+
+function addFiles(fileList) {
+ for (const f of fileList) {
+ if (ALLOWED.includes(f.type) && files.length < MAX_IMAGES) files.push(f);
+ }
+ els.fileInput.value = "";
+ els.fileList.textContent = files.length ? `${files.length} image${files.length > 1 ? "s" : ""} selected` : "";
+ updateCost();
+}
+
+function updateCost() {
+ const has = files.length > 0;
+ els.btnStart.classList.toggle("hidden", !has);
+ els.costLine.classList.toggle("hidden", !has);
+ if (has) {
+ const cost = files.length * CREDIT_COST[profile];
+ els.costLine.innerHTML = `${files.length} × ${CREDIT_COST[profile]} = ${cost} credits · failed images are not charged`;
+ }
+}
+
+// ---------- 主流程 ----------
+els.btnStart.addEventListener("click", start);
+
+async function start() {
+ if (!files.length) return;
+ els.btnStart.disabled = true;
+ els.tool.classList.add("hidden");
+ els.progress.classList.remove("hidden");
+ els.results.classList.add("hidden");
+
+ try {
+ // 1) 建任务 → 拿到每图的预签名 PUT URL
+ setProgress("Preparing…", 0.02);
+ const create = await MiaoCutPro.proFetch("/v1/batch", {
+ method: "POST",
+ headers: { "Content-Type": "application/json" },
+ body: JSON.stringify({ profile, files: files.map((f) => ({ name: f.name, size: f.size })) }),
+ });
+ if (create.status === 402) return paywall();
+ if (!create.ok) throw new Error(`create_${create.status}`);
+ const job = await create.json();
+
+ // 建缩略图 chips(按返回顺序对应 files)
+ els.imageGrid.innerHTML = "";
+ chips = {};
+ job.uploads.forEach((up, i) => {
+ const el = document.createElement("div");
+ el.className = "chip";
+ el.dataset.id = up.image_id;
+ el.innerHTML = `
+
+
+
+
+ …
+ `;
+ els.imageGrid.appendChild(el);
+ chips[up.image_id] = el;
+ });
+
+ // 2) 逐张直传 R2(限并发 4,绕过 Worker / CF 100MB)
+ let uploaded = 0;
+ await runPool(job.uploads, async (up, i) => {
+ const el = chips[up.image_id];
+ if (el) el.querySelector(".spinner").style.display = "block";
+ await putToR2(files[i], up.put_url);
+ uploaded++;
+ setBadge(up.image_id, "↑", "");
+ setProgress(`Uploading ${uploaded}/${job.uploads.length}`, (uploaded / job.uploads.length) * 0.4);
+ }, 4);
+
+ // 3) 开始 → 冻结积分 + 入队 Beam
+ setProgress("Starting…", 0.42);
+ const startRes = await MiaoCutPro.proFetch(`/v1/batch/${job.job_id}/start`, { method: "POST" });
+ if (startRes.status === 402) return paywall();
+ if (!startRes.ok) throw new Error(`start_${startRes.status}`);
+
+ // 4) 轮询进度
+ await poll(job.job_id, job.uploads.length);
+ } catch (e) {
+ setProgress("Something went wrong: " + e.message, 1, true);
+ els.btnStart.disabled = false;
+ }
+}
+
+async function poll(jobId, total) {
+ for (;;) {
+ await sleep(2000);
+ const res = await MiaoCutPro.proFetch(`/v1/batch/${jobId}`);
+ if (!res.ok) { await sleep(2000); continue; }
+ const data = await res.json();
+ lastImages = data.images || [];
+ for (const im of lastImages) {
+ if (im.status === "done") {
+ setBadge(im.image_id, "✓", "done");
+ const el = chips[im.image_id];
+ if (el && !el.dataset.done) {
+ el.dataset.done = "1";
+ el.dataset.url = im.download_url;
+ const resImg = el.querySelector(".result");
+ resImg.src = im.download_url;
+ resImg.style.display = "block";
+ el.querySelector(".spinner").style.display = "none";
+ }
+ }
+ else if (im.status === "failed") {
+ setBadge(im.image_id, "✕", "failed");
+ const el = chips[im.image_id];
+ if (el) el.querySelector(".spinner").style.display = "none";
+ }
+ }
+ const resolved = data.succeeded + data.failed;
+ setProgress(`Processing… ${resolved}/${total} done`, 0.4 + (resolved / total) * 0.6);
+ if (data.done) {
+ return showResults(data);
+ }
+ }
+}
+
+function showResults(data) {
+ els.progress.classList.add("hidden");
+ els.results.classList.remove("hidden");
+ els.resultsSummary.textContent = `Done — ${data.succeeded} succeeded, ${data.failed} failed`;
+ els.resultsMsg.textContent = data.failed ? "Failed images were not charged." : "";
+ els.btnZip.disabled = data.succeeded === 0;
+ render(); // 刷新余额
+}
+
+els.btnZip.addEventListener("click", async () => {
+ const done = lastImages.filter((im) => im.status === "done" && im.download_url);
+ if (!done.length) return;
+ els.btnZip.disabled = true;
+ els.resultsMsg.textContent = "Packing ZIP…";
+ try {
+ const zip = new JSZip();
+ let n = 0;
+ await runPool(done, async (im) => {
+ const blob = await (await fetch(im.download_url)).blob();
+ const base = (im.filename || "image").replace(/\.[^.]+$/, "");
+ zip.file(`${base}_removed.webp`, blob);
+ els.resultsMsg.textContent = `Packing ZIP… ${++n}/${done.length}`;
+ }, 4);
+ const out = await zip.generateAsync({ type: "blob" });
+ const a = document.createElement("a");
+ a.href = URL.createObjectURL(out);
+ a.download = "miaocut_batch.zip";
+ document.body.appendChild(a); a.click(); a.remove();
+ setTimeout(() => URL.revokeObjectURL(a.href), 3000);
+ els.resultsMsg.textContent = "";
+ } catch (e) {
+ els.resultsMsg.textContent = "ZIP failed: " + e.message;
+ } finally {
+ els.btnZip.disabled = false;
+ }
+});
+
+// ---------- 工具 ----------
+function putToR2(file, url) {
+ return new Promise((resolve, reject) => {
+ const xhr = new XMLHttpRequest();
+ xhr.open("PUT", url);
+ xhr.onload = () => (xhr.status >= 200 && xhr.status < 300 ? resolve() : reject(new Error("upload_" + xhr.status)));
+ xhr.onerror = () => reject(new Error("upload_network"));
+ xhr.send(file);
+ });
+}
+
+async function runPool(items, worker, concurrency = 4) {
+ let i = 0;
+ const run = async () => { while (i < items.length) { const idx = i++; await worker(items[idx], idx); } };
+ await Promise.all(Array.from({ length: Math.min(concurrency, items.length) }, run));
+}
+
+function setBadge(imageId, text, cls) {
+ const el = chips[imageId];
+ if (!el) return;
+ el.className = "chip" + (cls ? " " + cls : "");
+ const b = el.querySelector(".badge");
+ if (b) b.textContent = text;
+}
+
+function setProgress(text, frac, isErr) {
+ els.progressText.textContent = text;
+ els.progressText.style.color = isErr ? "#dc2626" : "";
+ els.progressBar.style.width = Math.max(0, Math.min(1, frac)) * 100 + "%";
+}
+
+function paywall() {
+ setProgress("Not enough credits.", 1, true);
+ setTimeout(() => { window.location.href = "/pricing/"; }, 1200);
+}
+
+// ---------- 启动 ----------
+MiaoCutPro.init().then(render).catch(() => render());
+MiaoCutPro.onAuthChange(render);
+
+// ---------- Lightbox ----------
+const lightbox = document.getElementById("lightbox");
+const lightboxImg = document.getElementById("lightbox-img");
+const lightboxClose = document.getElementById("lightbox-close");
+
+els.imageGrid.addEventListener("click", (e) => {
+ const chip = e.target.closest(".chip.done");
+ if (!chip || !chip.dataset.url) return;
+ lightboxImg.src = chip.dataset.url;
+ lightbox.classList.add("show");
+});
+
+function closeLightbox() {
+ lightbox.classList.remove("show");
+ setTimeout(() => { lightboxImg.src = ""; }, 300);
+}
+
+lightboxClose.addEventListener("click", closeLightbox);
+lightbox.addEventListener("click", (e) => {
+ if (e.target === lightbox) closeLightbox();
+});
+document.addEventListener("keydown", (e) => {
+ if (e.key === "Escape" && lightbox.classList.contains("show")) closeLightbox();
+});
diff --git a/batch/index.html b/batch/index.html
new file mode 100644
index 0000000..1b5fd5a
--- /dev/null
+++ b/batch/index.html
@@ -0,0 +1,436 @@
+
+
+
+
+
+
+
+ Batch Background Remover — MiaoCut
+
+
+
+
+
+
+
+
+
+
+
Batch Background Remover
+
Upload many images, remove backgrounds in bulk, download all as a ZIP.
+
+
+
+
Sign in to use batch processing.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
![]()
+
+
+
+
+
+
\ No newline at end of file
diff --git a/bn/id-photo-maker/index.html b/bn/id-photo-maker/index.html
index dc26039..7024073 100644
--- a/bn/id-photo-maker/index.html
+++ b/bn/id-photo-maker/index.html
@@ -184,7 +184,7 @@
]
}
-
+
diff --git a/bn/index.html b/bn/index.html
index a828acd..47629b2 100644
--- a/bn/index.html
+++ b/bn/index.html
@@ -8,19 +8,19 @@
+ })();
@@ -232,7 +232,7 @@
源:src/input.css;构建命令:npm run build:css;输出:output.css
改动 index.html 的 class 后必须重新跑 build:css 并把 output.css 一起提交。
-->
-
+
@@ -249,9 +249,11 @@
-
+
-
+
-