terminal

Output:
ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers
  built with gcc 13 (Ubuntu 13.2.0-23ubuntu3)
  configuration: --prefix=/usr --extra-version=3ubuntu5 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --disable-omx --enable-gnutls --enable-libaom --enable-libass --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libharfbuzz --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-openal --enable-opencl --enable-opengl --disable-sndio --enable-libvpl --disable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-ladspa --enable-libbluray --enable-libjack --enable-libpulse --enable-librabbitmq --enable-librist --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libx264 --enable-libzmq --enable-libzvbi --enable-lv2 --enable-sdl2 --enable-libplacebo --enable-librav1e --enable-pocketsphinx --enable-librsvg --enable-libjxl --enable-shared
  libavutil      58. 29.100 / 58. 29.100
  libavcodec     60. 31.102 / 60. 31.102
  libavformat    60. 16.100 / 60. 16.100
  libavdevice    60.  3.100 / 60.  3.100
  libavfilter     9. 12.100 /  9. 12.100
  libswscale      7.  5.100 /  7.  5.100
  libswresample   4. 12.100 /  4. 12.100
  libpostproc    57.  3.100 / 57.  3.100
Input #0, rawvideo, from 'fd:':
  Duration: N/A, start: 0.000000, bitrate: 1194393 kb/s
  Stream #0:0: Video: rawvideo (RGB[24] / 0x18424752), rgb24, 1080x1920, 1194393 kb/s, 24 tbr, 24 tbn
Stream mapping:
  Stream #0:0 -> #0:0 (rawvideo (native) -> h264 (libx264))
[libx264 @ 0x5c821cc4a3c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512
[libx264 @ 0x5c821cc4a3c0] profile High, level 4.0, 4:2:0, 8-bit
[libx264 @ 0x5c821cc4a3c0] 264 - core 164 r3108 31e19f9 - H.264/MPEG-4 AVC codec - Copyleft 2003-2023 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=9 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=24 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=20.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4':
  Metadata:
    encoder         : Lavf60.16.100
  Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 1080x1920, q=2-31, 24 fps, 12288 tbn
    Metadata:
      encoder         : Lavc60.31.102 libx264
    Side data:
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frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
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frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
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[out#0/mp4 @ 0x5c821cc48d00] video:840kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.206791%
frame=  794 fps= 18 q=-1.0 Lsize=     851kB time=00:00:32.95 bitrate= 211.4kbits/s speed=0.756x
[libx264 @ 0x5c821cc4a3c0] frame I:4     Avg QP:13.70  size: 58412
[libx264 @ 0x5c821cc4a3c0] frame P:199   Avg QP:17.78  size:  2438
[libx264 @ 0x5c821cc4a3c0] frame B:591   Avg QP:22.61  size:   239
[libx264 @ 0x5c821cc4a3c0] consecutive B-frames:  0.8%  0.0%  0.0% 99.2%
[libx264 @ 0x5c821cc4a3c0] mb I  I16..4: 65.2% 18.1% 16.8%
[libx264 @ 0x5c821cc4a3c0] mb P  I16..4:  0.4%  0.1%  0.3%  P16..4:  4.1%  0.2%  0.1%  0.0%  0.0%    skip:94.9%
[libx264 @ 0x5c821cc4a3c0] mb B  I16..4:  0.0%  0.0%  0.0%  B16..8:  2.3%  0.0%  0.0%  direct: 0.0%  skip:97.6%  L0:54.1% L1:45.8% BI: 0.1%
[libx264 @ 0x5c821cc4a3c0] 8x8 transform intra:20.1% inter:42.2%
[libx264 @ 0x5c821cc4a3c0] coded y,uvDC,uvAC intra: 14.1% 15.8% 11.8% inter: 0.1% 0.1% 0.0%
[libx264 @ 0x5c821cc4a3c0] i16 v,h,dc,p: 21% 79%  0%  0%
[libx264 @ 0x5c821cc4a3c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 46% 10% 42%  2%  0%  0%  0%  0%  0%
[libx264 @ 0x5c821cc4a3c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 33% 44%  7%  2%  2%  3%  3%  2%  3%
[libx264 @ 0x5c821cc4a3c0] i8c dc,h,v,p: 69% 21% 10%  1%
[libx264 @ 0x5c821cc4a3c0] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x5c821cc4a3c0] ref P L0: 86.3%  1.2%  9.1%  3.4%
[libx264 @ 0x5c821cc4a3c0] ref B L0: 61.8% 37.0%  1.2%
[libx264 @ 0x5c821cc4a3c0] ref B L1: 97.3%  2.7%
[libx264 @ 0x5c821cc4a3c0] kb/s:207.93
ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers
  built with gcc 13 (Ubuntu 13.2.0-23ubuntu3)
  configuration: --prefix=/usr --extra-version=3ubuntu5 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --disable-omx --enable-gnutls --enable-libaom --enable-libass --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libharfbuzz --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-openal --enable-opencl --enable-opengl --disable-sndio --enable-libvpl --disable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-ladspa --enable-libbluray --enable-libjack --enable-libpulse --enable-librabbitmq --enable-librist --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libx264 --enable-libzmq --enable-libzvbi --enable-lv2 --enable-sdl2 --enable-libplacebo --enable-librav1e --enable-pocketsphinx --enable-librsvg --enable-libjxl --enable-shared
  libavutil      58. 29.100 / 58. 29.100
  libavcodec     60. 31.102 / 60. 31.102
  libavformat    60. 16.100 / 60. 16.100
  libavdevice    60.  3.100 / 60.  3.100
  libavfilter     9. 12.100 /  9. 12.100
  libswscale      7.  5.100 /  7.  5.100
  libswresample   4. 12.100 /  4. 12.100
  libpostproc    57.  3.100 / 57.  3.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4':
  Metadata:
    major_brand     : isom
    minor_version   : 512
    compatible_brands: isomiso2avc1mp41
    encoder         : Lavf60.16.100
  Duration: 00:00:33.08, start: 0.000000, bitrate: 210 kb/s
  Stream #0:0[0x1](und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 1080x1920, 208 kb/s, 24 fps, 24 tbr, 12288 tbn (default)
    Metadata:
      handler_name    : VideoHandler
      vendor_id       : [0][0][0][0]
      encoder         : Lavc60.31.102 libx264
[mp3 @ 0x632d9ebc7ec0] Estimating duration from bitrate, this may be inaccurate
Input #1, mp3, from '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/voiceover_word_boundary.mp3':
  Duration: 00:00:32.57, start: 0.000000, bitrate: 48 kb/s
  Stream #1:0: Audio: mp3, 24000 Hz, mono, fltp, 48 kb/s
Stream mapping:
  Stream #0:0 -> #0:0 (copy)
  Stream #1:0 -> #0:1 (mp3 (mp3float) -> aac (native))
Press [q] to stop, [?] for help
Output #0, mp4, to '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4':
  Metadata:
    major_brand     : isom
    minor_version   : 512
    compatible_brands: isomiso2avc1mp41
    encoder         : Lavf60.16.100
  Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 1080x1920, q=2-31, 208 kb/s, 24 fps, 24 tbr, 12288 tbn (default)
    Metadata:
      handler_name    : VideoHandler
      vendor_id       : [0][0][0][0]
      encoder         : Lavc60.31.102 libx264
  Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 24000 Hz, mono, fltp, 69 kb/s
    Metadata:
      encoder         : Lavc60.31.102 aac
size=       0kB time=N/A bitrate=N/A speed=N/A
[out#0/mp4 @ 0x632d9eb36240] video:840kB audio:245kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.852690%
size=    1106kB time=00:00:32.95 bitrate= 274.9kbits/s speed=73.2x
[aac @ 0x632d9eb49180] Qavg: 18836.852
{
  "ok": true,
  "manifest": {
    "candidate_id": "calendar-invite-login-trap-30s",
    "version": "v1.0.0-word-aligned-proof",
    "series": "Digital Red Flags",
    "title": "The calendar invite login trap",
    "script": "This calendar invite looks normal. The trap is the login button. Same meeting title. Same urgent tone. But the link points somewhere else. Before you sign in, slow down. Check who sent it. Check the link domain. Notice unusual login requests. If the domain feels off, do not sign in from the invite. Open the service yourself. The fix: trust the app you opened, not the button that rushed you.",
    "script_hash": "c4c8ec407aaa52e4",
    "preview_mp4_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4",
    "preview_sha256": "24494b37d22e8417c32dbc0c7ff6daf130347b574b0d521c72aaa7ac5e922689",
    "silent_mp4_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4",
    "audio_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/voiceover_word_boundary.mp3",
    "audio_sha256": "00b68d236008bd143d3e4bad81a296a03debb1c6be5ca9c0755b28651c556213",
    "word_cues_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/word_cues.json",
    "caption_segments_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/caption_segments_word_aligned.json",
    "contact_sheet_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_contact_sheet_v1.jpg",
    "subtitle_preview_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_subtitle_style_preview_v1.jpg",
    "qa_summary_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/qa_summary_preview_v1.json",
    "duration_seconds": 33.068,
    "resolution": "1080x1920",
    "fps": 24,
    "caption_policy": "static 3-7 word phrase segments with active spoken word highlight from EdgeTTS word boundaries",
    "blocked": {
      "wan": true,
      "i2v": true,
      "platform_api": true,
      "posting": true,
      "scheduling": true
    }
  },
  "review_package": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/review_package_v1_word_aligned.json"
}


Question: Finale QA: Sind Captions lesbar und nicht abgeschnitten? Wirkt die Lösung/Fazit am Ende sichtbar? Gibt es echte Daten/Logos/QR-Codes oder UI-Artefakte?


Image loaded into your context — you can see it natively now. Use your built-in vision to answer the user.

Question: Finale QA: Sind Captions lesbar und nicht abgeschnitten? Wirkt die Lösung/Fazit am Ende sichtbar? Gibt es echte Daten/Logos/QR-Codes oder UI-Artefakte?


     1|{
     2|  "caption_sync_source": "edge_tts_word_boundary_offsets",
     3|  "static_phrase_active_word": true,
     4|  "min_words_default": 3,
     5|  "target_words": 5,
     6|  "max_words": 7,
     7|  "one_word_segments": [],
     8|  "one_word_segment_count": 0,
     9|  "duration_seconds": 33.068,
    10|  "audio_duration_seconds": 32.568,
    11|  "word_cue_count": 70,
    12|  "segment_count": 15,
    13|  "safe_zone": "bottom caption, no box/bar, tested via contact sheet",
    14|  "summary_fazit_present": true,
    15|  "final_solution": "Open the service yourself; trust the app you opened, not the rushed button."
    16|}


Output:
{
    "programs": [

    ],
    "streams": [
        {
            "codec_type": "video",
            "width": 1080,
            "height": 1920,
            "r_frame_rate": "24/1"
        },
        {
            "codec_type": "audio",
            "r_frame_rate": "0/0"
        }
    ],
    "format": {
        "duration": "33.083333",
        "size": "1132332"
    }
}
24494b37d22e8417c32dbc0c7ff6daf130347b574b0d521c72aaa7ac5e922689  /tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4


todo

Nächstes Video als ReviewPackage mit Hook, Script, Visualplan, Fazit und Caption-Sync-Regel ausarbeiten

ReviewPackage/Entwurf knapp an User liefern und nächste Freigabe-Kommandos nennen


Letztes Feedback in Anforderungen für nächstes Video übersetzen

Vorhandene AutoShorts/Proof-Short Artefakte und Pipeline finden


Erledigt, Sir. Ich habe das **nächste Proof-Short-Video** ausgearbeitet und direkt als Timing-Preview gerendert.

MEDIA:/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4

MEDIA:/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_contact_sheet_v1.jpg

## Neues Video

**Candidate:** `calendar-invite-login-trap-30s`
**Serie:** Digital Red Flags
**Thema:** Kalender-Invite / Login-Button-Phishing
**Dauer:** 33.08s
**Format:** Proof Short, 9:16, deterministische Mockups

## Was ich gegenüber dem letzten Video korrigiert habe

- **Subtitles:** nicht mehr nur grob über Satzdauer verteilt.
- **Timing:** EdgeTTS **WordBoundary Offsets** werden genutzt.
- **Style:** statische 3–7-Wort-Phrasen, nur das gerade gesprochene Wort leuchtet gelb.
- **Kein hektisches Word-Window**, keine Ein-Wort-Untertitel.
- **Fazit/Lösung am Ende:** klarer Abschluss statt “aha, und nun?”

## Hook

> This calendar invite looks normal. The trap is the login button.

## Finaler Script

```text
This calendar invite looks normal. The trap is the login button.
Same meeting title. Same urgent tone. But the link points somewhere else.
Before you sign in, slow down. Check who sent it. Check the link domain.
Notice unusual login requests. If the domain feels off, do not sign in from the invite.
Open the service yourself. The fix: trust the app you opened, not the button that rushed you.
```

## Fazit / Lösung

```text
Trust the app you opened.
Not the button that rushed you.
```

Das ist deutlich stärker als beim letzten Video: Der Nutzer bekommt eine konkrete Handlung:

```text
Nicht aus dem Invite einloggen.
Service/App selbst öffnen.
Dort prüfen.
```

## QA

- Captions lesbar: **pass**
- Captions nicht abgeschnitten: **pass**
- Word-aligned subtitle source: **EdgeTTS WordBoundary**
- One-word subtitle segments: **0**
- Fazit sichtbar: **pass**
- Echte Daten / Logos / QR-Codes: **keine**
- Platform API / Posting: **nicht ausgeführt**

## Artefakte

Preview:

```text
/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4
```

SHA256:

```text
24494b37d22e8417c32dbc0c7ff6daf130347b574b0d521c72aaa7ac5e922689
```

Review Package:

```text
/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/review_package_v1_word_aligned.json
```

## Nächste sinnvolle Befehle

Wenn der Inhalt passt:

```text
APPROVED_PROOF_SHORT calendar-invite-login-trap-30s v1.0.0-word-aligned-proof
```

Wenn du ändern willst:

```text
REVISE_PROOF_SHORT calendar-invite-login-trap-30s "Änderungswunsch"
```

Mein Urteil: **inhaltlich nützlicher als das Invoice-Video**, weil die Lösung am Ende klarer ist. Visuell noch Proof-Short, nicht Premium-Final — aber diesmal mit weniger “schön erklärt” und mehr “mach genau das”.


[M G] Das ende wirkt etwas verwirrend oder übereilt. ,Open the service yourself…‘ was soll das bedeuten? Und ,trust the app you opend‘ vieleicht in diesem fall etwas mehr ausholen, und erläutern. Unsere viewer sollen abgeholt werden…


Ende/Erklärung für Calendar-Invite-Video verständlicher formulieren

Preview mit neuem Voiceover, word-aligned Captions und Fazit neu rendern

Dauer, Captions, Contact Sheet und Fazit prüfen

Revidierte Preview und kurze Begründung liefern


    35|    bottom_margin_px=300,
    36|    max_width_ratio=0.86,
    37|    font_size_px=66,
    38|    min_font_size_px=48,
    39|    word_gap_px=18,
    40|)
    41|
    42|SCRIPT = (
    43|    "This calendar invite looks normal. The trap is the login button. "
    44|    "Same meeting title. Same urgent tone. But the link points somewhere else. "
    45|    "Before you sign in, slow down. Check who sent it. Check the link domain. "
    46|    "Notice unusual login requests. If the domain feels off, do not sign in from the invite. "
    47|    "Open the service yourself. The fix: trust the app you opened, not the button that rushed you."
    48|)
    49|SENTENCES = [s.strip() for s in re.split(r'(?<=[.!?])\s+', SCRIPT) if s.strip()]
    50|
    51|
    52|def sha256(path: Path) -> str:
    53|    h = hashlib.sha256()
    54|    with path.open('rb') as f:
    55|        for chunk in iter(lambda: f.read(1024 * 1024), b''):
    56|            h.update(chunk)
    57|    return h.hexdigest()
    58|
    59|
    60|def font(size: int, bold: bool = True):
    61|    return ImageFont.truetype(FONT_BOLD if bold else FONT_REG, size)
    62|
    63|
    64|def sentence_for_offset(offset: float) -> str:
    65|    # Edge word-boundary events do not carry sentence IDs. Assign monotonically
    66|    # by rough character progression so caption segments still break at phrases.
    67|    # We later override using punctuation gaps when possible; grouping is not timing-critical.
    68|    joined = ' '.join(SENTENCES)
    69|    return joined
    70|
    71|
    72|def clean_boundary_text(text: str) -> str:
    73|    text = text.replace('’', "'").strip()
    74|    m = re.search(r"[A-Za-z0-9]+(?:[-–—'][A-Za-z0-9]+)*(?:\.com)?|[A-Za-z0-9.-]+\.com", text)
    75|    return m.group(0) if m else text
    76|
    77|
    78|async def synthesize_audio() -> tuple[Path, tuple[WordCue, ...]]:
    79|    audio_path = AUDIO_DIR / 'voiceover_word_boundary.mp3'
    80|    cues_path = AUDIO_DIR / 'word_cues.json'
    81|    communicate = edge_tts.Communicate(SCRIPT, VOICE, rate='+0%', boundary='WordBoundary')
    82|    cues = []
    83|    audio_bytes = bytearray()
    84|    sentence_cursor = 0
    85|    sentence_word_counts = [len(re.findall(r"[A-Za-z0-9]+(?:[-–—'][A-Za-z0-9]+)*(?:\.com)?|[A-Za-z0-9.-]+\.com", s)) for s in SENTENCES]
    86|    word_counter_in_sentence = 0
    87|    async for chunk in communicate.stream():
    88|        if chunk['type'] == 'audio':
    89|            audio_bytes.extend(chunk['data'])
    90|        elif chunk['type'] == 'WordBoundary':
    91|            word = clean_boundary_text(chunk.get('text', ''))
    92|            if not word:
    93|                continue
    94|            start = chunk.get('offset', 0) / 10_000_000
    95|            duration = max(0.08, chunk.get('duration', 0) / 10_000_000)
    96|            sent = SENTENCES[min(sentence_cursor, len(SENTENCES) - 1)]
    97|            cues.append(WordCue(start=start, end=start + duration, word=word, sentence=sent))
    98|            word_counter_in_sentence += 1
    99|            if sentence_cursor < len(sentence_word_counts) and word_counter_in_sentence >= sentence_word_counts[sentence_cursor]:
   100|                sentence_cursor += 1
   101|                word_counter_in_sentence = 0
   102|    audio_path.write_bytes(audio_bytes)
   103|    cues_path.write_text(json.dumps([c.__dict__ for c in cues], indent=2), encoding='utf-8')
   104|    return audio_path, tuple(cues)
   105|
   106|
   107|def ffprobe_duration(path: Path) -> float:
   108|    out = subprocess.check_output([
   109|        'ffprobe','-v','error','-show_entries','format=duration','-of','default=nokey=1:noprint_wrappers=1',str(path)
   110|    ], text=True)
   111|    return float(out.strip())
   112|
   113|
   114|def rounded(draw, box, r, fill, outline=None, width=1):
   115|    draw.rounded_rectangle(box, radius=r, fill=fill, outline=outline, width=width)
   116|
   117|
   118|def text(draw, xy, s, size, fill, bold=True, anchor=None, align='left'):
   119|    draw.text(xy, s, font=font(size, bold), fill=fill, anchor=anchor, align=align)
   120|
   121|
   122|def bg(draw, t):
   123|    # dark blue premium-ish deterministic background, not AI-generated
   124|    draw.rectangle((0, 0, W, H), fill=(10, 14, 24))
   125|    for y in range(0, H, 4):
   126|        c = int(16 + 26 * y / H)
   127|        draw.line((0, y, W, y), fill=(c, c + 5, c + 15))
   128|    # moving soft glow
   129|    cx = 220 + int(60 * math.sin(t * 0.7))
   130|    cy = 300 + int(45 * math.cos(t * 0.45))
   131|    for r, a in [(360, 22), (250, 20), (160, 18)]:
   132|        draw.ellipse((cx-r, cy-r, cx+r, cy+r), fill=(35, 75, 145, a))
   133|    draw.rectangle((0, 0, W, H), outline=(38, 49, 74), width=8)
   134|
   135|
   136|def scene_for(t):
   137|    if t < 5.4: return 'hook'
   138|    if t < 10.8: return 'same'
   139|    if t < 16.2: return 'domain'
   140|    if t < 23.0: return 'checks'
   141|    if t < 29.2: return 'open_app'
   142|    return 'takeaway'
   143|
   144|
   145|def draw_invite(draw, t, mode):
   146|    # Phone/browser card
   147|    rounded(draw, (82, 165, 998, 1328), 46, (238, 241, 247), (80, 93, 125), 3)
   148|    rounded(draw, (118, 215, 962, 385), 26, (255, 255, 255), (218, 224, 234), 2)
   149|    text(draw, (152, 252), 'Calendar', 40, (38, 47, 66))
   150|    text(draw, (152, 314), 'From: updates@sample.test', 30, (82, 92, 112), False)
   151|
   152|    # meeting card
   153|    rounded(draw, (150, 445, 930, 815), 28, (250, 252, 255), (203, 211, 225), 2)
   154|    text(draw, (196, 497), 'Meeting invite', 52, (38, 48, 66))
   155|    text(draw, (196, 572), 'Project check-in', 36, (69, 79, 99), False)
   156|    urgent = mode in ['same', 'domain']
   157|    rounded(draw, (196, 642, 520, 696), 18, (255, 244, 223) if urgent else (235, 242, 250), (232, 151, 43) if urgent else (128, 140, 160), 2)
   158|    text(draw, (224, 654), 'Starts soon', 28, (205, 117, 24) if urgent else (91, 103, 123))
   159|    for x in [202, 262, 322, 382]:
   160|        draw.ellipse((x, 724, x+42, 766), fill=(211, 218, 230), outline=(178, 188, 207), width=2)
   161|
   162|    # button + domain panel
   163|    changed = mode in ['domain', 'checks', 'open_app']
   164|    btn_fill = (43, 94, 185) if not changed else (202, 64, 64)
   165|    rounded(draw, (196, 890, 884, 980), 24, btn_fill, None, 1)
   166|    text(draw, (540, 935), 'SIGN IN TO JOIN', 38, (255, 255, 255), anchor='mm')
   167|
   168|    rounded(draw, (150, 1030, 930, 1208), 24, (241, 245, 250), (204, 213, 228), 2)
   169|    text(draw, (196, 1070), 'Link domain', 34, (58, 68, 89))
   170|    domain = 'service.sample.test' if not changed else 'secure-meeting-check.test'
   171|    color = (57, 129, 88) if not changed else (204, 58, 58)
   172|    rounded(draw, (196, 1125, 820, 1178), 16, (235, 249, 241) if not changed else (255, 242, 239), color, 3)
   173|    text(draw, (220, 1138), domain, 29, color)
   174|    if changed:
   175|        text(draw, (196, 1245), 'Domain changed', 42, (207, 54, 54))
   176|    else:
   177|        text(draw, (196, 1245), 'Looks familiar', 42, (60, 120, 90))
   178|
   179|
   180|def draw_checks(draw, t):
   181|    labels = [('sender', 16.5), ('link domain', 18.2), ('unusual login request', 20.0)]
   182|    y = 1218
   183|    for i, (lab, ts) in enumerate(labels):
   184|        active = t >= ts
   185|        col = (247, 202, 76) if active else (122, 133, 155)
   186|        rounded(draw, (155, y + i*87, 925, y + 60 + i*87), 21, (34, 43, 62), col if active else (74, 86, 110), 3)
   187|        text(draw, (205, y + 13 + i*87), f'{i+1}. {lab}', 32, (255, 255, 255) if active else (188, 197, 214))
   188|
   189|
   190|def draw_open_app(draw, t):
   191|    rounded(draw, (125, 1160, 955, 1395), 34, (28, 38, 57), (93, 112, 148), 3)
   192|    text(draw, (540, 1220), 'Open the service yourself', 44, (255, 255, 255), anchor='mm')
   193|    text(draw, (540, 1292), 'not the rushed button', 42, (247, 202, 76), anchor='mm')
   194|    # app icon + check
   195|    rounded(draw, (464, 1335, 616, 1482), 32, (18, 24, 36), (247, 202, 76), 4)
   196|    draw.line((500, 1411, 532, 1444, 586, 1372), fill=(247, 202, 76), width=10)
   197|
   198|
   199|def draw_takeaway(draw):
   200|    rounded(draw, (92, 420, 988, 1040), 46, (24, 32, 48), (247, 202, 76), 4)
   201|    text(draw, (540, 570), 'Trust the app', 76, (255, 255, 255), anchor='mm')
   202|    text(draw, (540, 700), 'you opened.', 76, (247, 202, 76), anchor='mm')
   203|    text(draw, (540, 845), 'Not the button that rushed you.', 42, (205, 214, 230), anchor='mm')
   204|
   205|
   206|def draw_caption(draw, t, word_cues, segments):
   207|    if not word_cues:
   208|        return
   209|    active = active_word_index_at(word_cues, t)
   210|    seg = segment_for_active_word(segments, active)
   211|    active_word = word_cues[active].word
   212|    layout = layout_caption_segment(seg.words, active_word=active_word, config=SAFE)
   213|    f = font(layout.font_size_px, True)
   214|    flat_words = []
   215|    for line in layout.lines:
   216|        flat_words.extend(line)
   217|    for word, box in zip(flat_words, layout.word_boxes):
   218|        x, y, _, _ = box
   219|        fill = (247, 202, 76) if word == active_word else (255, 255, 255)
   220|        # shadow only; no subtitle bar/box
   221|        for dx, dy in [(-2, 2), (2, 2), (0, 3)]:
   222|            draw.text((x+dx, y+dy), word, font=f, fill=(0,0,0,160), stroke_width=2, stroke_fill=(0,0,0,135))
   223|        draw.text((x, y), word, font=f, fill=fill, stroke_width=2, stroke_fill=(6,10,18))
   224|
   225|
   226|def draw_frame(t, word_cues, segments):
   227|    img = Image.new('RGB', (W, H), (10, 14, 24))
   228|    draw = ImageDraw.Draw(img, 'RGBA')
   229|    bg(draw, t)
   230|    sc = scene_for(t)
   231|    if sc == 'takeaway':
   232|        draw_takeaway(draw)
   233|    else:
   234|        draw_invite(draw, t, 'domain' if sc in ['domain', 'checks', 'open_app'] else sc)
   235|        if sc in ['checks', 'open_app']:
   236|            draw_checks(draw, t)
   237|        if sc == 'open_app':
   238|            draw_open_app(draw, t)
   239|    draw_caption(draw, t, word_cues, segments)
   240|    return img
   241|
   242|
   243|def render(audio_path: Path, word_cues: tuple[WordCue, ...]):
   244|    audio_duration = ffprobe_duration(audio_path)
   245|    duration = max(audio_duration + 0.5, word_cues[-1].end + 0.6 if word_cues else audio_duration + 0.5)
   246|    segments = build_safe_caption_segments(word_cues, layout=SAFE, min_words=3, target_words=5, max_words=7)
   247|    segment_path = OUT / 'caption_segments_word_aligned.json'
   248|    segment_path.write_text(json.dumps([
   249|        {'start': s.start, 'end': s.end, 'words': s.words, 'text': s.text, 'word_indices': s.word_indices}
   250|        for s in segments
   251|    ], indent=2), encoding='utf-8')
   252|
   253|    silent = OUT / f'{CANDIDATE}_preview_v1_word_aligned_silent.mp4'
   254|    final = OUT / f'{CANDIDATE}_preview_v1_word_aligned.mp4'
   255|    cmd = ['ffmpeg','-y','-f','rawvideo','-vcodec','rawvideo','-pix_fmt','rgb24','-s',f'{W}x{H}','-r',str(FPS),'-i','-','-an','-c:v','libx264','-pix_fmt','yuv420p','-crf','20',str(silent)]
   256|    proc = subprocess.Popen(cmd, stdin=subprocess.PIPE)
   257|    frames = int(math.ceil(duration * FPS))
   258|    for i in range(frames):
   259|        t = i / FPS
   260|        proc.stdin.write(draw_frame(t, word_cues, segments).tobytes())
   261|    proc.stdin.close(); proc.wait()
   262|    if proc.returncode:
   263|        raise SystemExit(proc.returncode)
   264|    # Preserve video duration; do not use -shortest.
   265|

Use offset=265 to continue reading (showing 35-264 of 370 lines)


Explanation:
**Adjusting scene thresholds**

I need to make a patch with a more explanatory script. There’s a question about adjusting scene thresholds dynamically since the current fixed timing seems okay but might not align perfectly with the audio. It could be better to have the final visible after the 33-second mark. I’m thinking of patching specific thresholds, with a revised script emphasizing to trust the normal paths rather than the invite buttons. I'll make sure changes are aligned well!

patch

SCRIPT = (
    "This calendar invite looks normal. The trap is the login button. "
    "Same meeting title. Same urgent tone. But the link points somewhere else. "
    "Before you sign in, slow down. Check who sent it. Check the link domain. "
    "Notice unusual login requests. If the domain feels off, do not sign in from the invite. "
    "Open the service yourself. The fix: trust the app you opened, not the button that rushed you."
)

SCRIPT = (
    "This calendar invite looks normal. The trap is the login button. "
    "Same meeting title. Same urgent tone. But the link points somewhere else. "
    "Before you sign in, slow down. Check who sent it. Check the link domain. "
    "Notice unusual login requests. If the domain feels off, do not sign in from the invite. "
    "That means: close the invite. Open your calendar or work app from the icon or bookmark you normally use. "
    "If the meeting is real, it will still be there. The rule: trust the path you chose, not the button that chose you."
)


--- a//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
+++ b//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
@@ -44,7 +44,8 @@
     "Same meeting title. Same urgent tone. But the link points somewhere else. "
     "Before you sign in, slow down. Check who sent it. Check the link domain. "
     "Notice unusual login requests. If the domain feels off, do not sign in from the invite. "
-    "Open the service yourself. The fix: trust the app you opened, not the button that rushed you."
+    "That means: close the invite. Open your calendar or work app from the icon or bookmark you normally use. "
+    "If the meeting is real, it will still be there. The rule: trust the path you chose, not the button that chose you."
 )
 SENTENCES = [s.strip() for s in re.split(r'(?<=[.!?])\s+', SCRIPT) if s.strip()]

/tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.


def scene_for(t):
    if t < 5.4: return 'hook'
    if t < 10.8: return 'same'
    if t < 16.2: return 'domain'
    if t < 23.0: return 'checks'
    if t < 36.0: return 'open_app'
    return 'takeaway'

def scene_for(t):
    if t < 5.4: return 'hook'
    if t < 10.8: return 'same'
    if t < 16.2: return 'domain'
    if t < 23.0: return 'checks'
    if t < 29.2: return 'open_app'
    return 'takeaway'


--- a//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
+++ b//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
@@ -139,7 +139,7 @@
     if t < 10.8: return 'same'
     if t < 16.2: return 'domain'
     if t < 23.0: return 'checks'
-    if t < 29.2: return 'open_app'
+    if t < 36.0: return 'open_app'
     return 'takeaway'


'final_solution': 'Close the invite; open the calendar/work app via the normal icon or trusted bookmark; if the meeting is real, it will still be there.',

'final_solution': 'Open the service yourself; trust the app you opened, not the rushed button.',


--- a//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
+++ b//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
@@ -301,7 +301,7 @@
         'segment_count': len(segments),
         'safe_zone': 'bottom caption, no box/bar, tested via contact sheet',
         'summary_fazit_present': True,
-        'final_solution': 'Open the service yourself; trust the app you opened, not the rushed button.',
+        'final_solution': 'Close the invite; open the calendar/work app via the normal icon or trusted bookmark; if the meeting is real, it will still be there.',
     }
     qa_path = OUT / 'qa_summary_preview_v1.json'
     qa_path.write_text(json.dumps(qa, indent=2), encoding='utf-8')


        'usefulness_fix': 'Close the invite; open the calendar or work app from the normal icon/bookmark; if the meeting is real, it will appear there too.',
        'takeaway': 'Trust your normal path, not the button sent to you.',

        'usefulness_fix': 'Do not sign in from a suspicious invite. Open the service yourself and verify from there.',
        'takeaway': 'Trust the app you opened, not the button that rushed you.',


--- a//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
+++ b//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
@@ -354,8 +354,8 @@
             {'time': '23-29s', 'scene': 'button dims; open-service-yourself card', 'purpose': 'real solution'},
             {'time': '29-end', 'scene': 'final takeaway card', 'purpose': 'fazit / memorable rule'},
         ],
-        'usefulness_fix': 'Do not sign in from a suspicious invite. Open the service yourself and verify from there.',
-        'takeaway': 'Trust the app you opened, not the button that rushed you.',
+        'usefulness_fix': 'Close the invite; open the calendar or work app from the normal icon/bookmark; if the meeting is real, it will appear there too.',
+        'takeaway': 'Trust your normal path, not the button sent to you.',
         'pretty_empty_visual_blocker': {'result': 'pass', 'reason': 'first frame shows a concrete invite/login problem, not abstract mood visuals'},
         'claim_gate': {'result': 'pass', 'risk': 'medium', 'not_claimed': ['this detects all phishing', 'legal/security advice guarantee']},
         'ai_disclosure': 'no realistic AI people/scenes; deterministic mockups and EdgeTTS voice',


terminal

Output:
ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers
  built with gcc 13 (Ubuntu 13.2.0-23ubuntu3)
  configuration: --prefix=/usr --extra-version=3ubuntu5 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --disable-omx --enable-gnutls --enable-libaom --enable-libass --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libharfbuzz --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-openal --enable-opencl --enable-opengl --disable-sndio --enable-libvpl --disable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-ladspa --enable-libbluray --enable-libjack --enable-libpulse --enable-librabbitmq --enable-librist --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libx264 --enable-libzmq --enable-libzvbi --enable-lv2 --enable-sdl2 --enable-libplacebo --enable-librav1e --enable-pocketsphinx --enable-librsvg --enable-libjxl --enable-shared
  libavutil      58. 29.100 / 58. 29.100
  libavcodec     60. 31.102 / 60. 31.102
  libavformat    60. 16.100 / 60. 16.100
  libavdevice    60.  3.100 / 60.  3.100
  libavfilter     9. 12.100 /  9. 12.100
  libswscale      7.  5.100 /  7.  5.100
  libswresample   4. 12.100 /  4. 12.100
  libpostproc    57.  3.100 / 57.  3.100
Input #0, rawvideo, from 'fd:':
  Duration: N/A, start: 0.000000, bitrate: 1194393 kb/s
  Stream #0:0: Video: rawvideo (RGB[24] / 0x18424752), rgb24, 1080x1920, 1194393 kb/s, 24 tbr, 24 tbn
Stream mapping:
  Stream #0:0 -> #0:0 (rawvideo (native) -> h264 (libx264))
[libx264 @ 0x5f5f89cdc3c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512
[libx264 @ 0x5f5f89cdc3c0] profile High, level 4.0, 4:2:0, 8-bit
[libx264 @ 0x5f5f89cdc3c0] 264 - core 164 r3108 31e19f9 - H.264/MPEG-4 AVC codec - Copyleft 2003-2023 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=9 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=24 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=20.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4':
  Metadata:
    encoder         : Lavf60.16.100
  Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 1080x1920, q=2-31, 24 fps, 12288 tbn
    Metadata:
      encoder         : Lavc60.31.102 libx264
    Side data:
      cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    3 fps=0.9 q=25.0 size=       0kB time=00:00:00.04 bitrate=   9.2kbits/s speed=0.0131x
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frame=  942 fps= 17 q=25.0 size=    1024kB time=00:00:39.16 bitrate= 214.2kbits/s speed=0.699x
[out#0/mp4 @ 0x5f5f89cdad00] video:1096kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.150792%
frame= 1005 fps= 18 q=-1.0 Lsize=    1109kB time=00:00:41.75 bitrate= 217.6kbits/s speed=0.736x
[libx264 @ 0x5f5f89cdc3c0] frame I:5     Avg QP:14.33  size: 60194
[libx264 @ 0x5f5f89cdc3c0] frame P:253   Avg QP:17.88  size:  2518
[libx264 @ 0x5f5f89cdc3c0] frame B:747   Avg QP:22.70  size:   246
[libx264 @ 0x5f5f89cdc3c0] consecutive B-frames:  0.9%  0.0%  0.0% 99.1%
[libx264 @ 0x5f5f89cdc3c0] mb I  I16..4: 65.9% 18.5% 15.6%
[libx264 @ 0x5f5f89cdc3c0] mb P  I16..4:  0.6%  0.1%  0.3%  P16..4:  4.0%  0.2%  0.1%  0.0%  0.0%    skip:94.7%
[libx264 @ 0x5f5f89cdc3c0] mb B  I16..4:  0.0%  0.0%  0.0%  B16..8:  2.3%  0.0%  0.0%  direct: 0.0%  skip:97.6%  L0:54.9% L1:45.0% BI: 0.1%
[libx264 @ 0x5f5f89cdc3c0] 8x8 transform intra:18.3% inter:41.5%
[libx264 @ 0x5f5f89cdc3c0] coded y,uvDC,uvAC intra: 14.1% 15.7% 11.5% inter: 0.1% 0.1% 0.0%
[libx264 @ 0x5f5f89cdc3c0] i16 v,h,dc,p: 28% 72%  0%  0%
[libx264 @ 0x5f5f89cdc3c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 45% 13% 39%  2%  0%  0%  0%  0%  0%
[libx264 @ 0x5f5f89cdc3c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 34% 41%  8%  2%  3%  3%  3%  2%  3%
[libx264 @ 0x5f5f89cdc3c0] i8c dc,h,v,p: 69% 19% 12%  1%
[libx264 @ 0x5f5f89cdc3c0] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x5f5f89cdc3c0] ref P L0: 85.9%  1.2%  9.4%  3.4%
[libx264 @ 0x5f5f89cdc3c0] ref B L0: 61.0% 37.9%  1.2%
[libx264 @ 0x5f5f89cdc3c0] ref B L1: 97.4%  2.6%
[libx264 @ 0x5f5f89cdc3c0] kb/s:214.37
ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers
  built with gcc 13 (Ubuntu 13.2.0-23ubuntu3)
  configuration: --prefix=/usr --extra-version=3ubuntu5 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --disable-omx --enable-gnutls --enable-libaom --enable-libass --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libharfbuzz --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-openal --enable-opencl --enable-opengl --disable-sndio --enable-libvpl --disable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-ladspa --enable-libbluray --enable-libjack --enable-libpulse --enable-librabbitmq --enable-librist --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libx264 --enable-libzmq --enable-libzvbi --enable-lv2 --enable-sdl2 --enable-libplacebo --enable-librav1e --enable-pocketsphinx --enable-librsvg --enable-libjxl --enable-shared
  libavutil      58. 29.100 / 58. 29.100
  libavcodec     60. 31.102 / 60. 31.102
  libavformat    60. 16.100 / 60. 16.100
  libavdevice    60.  3.100 / 60.  3.100
  libavfilter     9. 12.100 /  9. 12.100
  libswscale      7.  5.100 /  7.  5.100
  libswresample   4. 12.100 /  4. 12.100
  libpostproc    57.  3.100 / 57.  3.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4':
  Metadata:
    major_brand     : isom
    minor_version   : 512
    compatible_brands: isomiso2avc1mp41
    encoder         : Lavf60.16.100
  Duration: 00:00:41.88, start: 0.000000, bitrate: 216 kb/s
  Stream #0:0[0x1](und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 1080x1920, 214 kb/s, 24 fps, 24 tbr, 12288 tbn (default)
    Metadata:
      handler_name    : VideoHandler
      vendor_id       : [0][0][0][0]
      encoder         : Lavc60.31.102 libx264
[mp3 @ 0x5a51b2ee2f00] Estimating duration from bitrate, this may be inaccurate
Input #1, mp3, from '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/voiceover_word_boundary.mp3':
  Duration: 00:00:41.35, start: 0.000000, bitrate: 48 kb/s
  Stream #1:0: Audio: mp3, 24000 Hz, mono, fltp, 48 kb/s
Stream mapping:
  Stream #0:0 -> #0:0 (copy)
  Stream #1:0 -> #0:1 (mp3 (mp3float) -> aac (native))
Press [q] to stop, [?] for help
Output #0, mp4, to '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4':
  Metadata:
    major_brand     : isom
    minor_version   : 512
    compatible_brands: isomiso2avc1mp41
    encoder         : Lavf60.16.100
  Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 1080x1920, q=2-31, 214 kb/s, 24 fps, 24 tbr, 12288 tbn (default)
    Metadata:
      handler_name    : VideoHandler
      vendor_id       : [0][0][0][0]
      encoder         : Lavc60.31.102 libx264
  Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 24000 Hz, mono, fltp, 69 kb/s
    Metadata:
      encoder         : Lavc60.31.102 aac
size=       0kB time=N/A bitrate=N/A speed=N/A
size=    1024kB time=00:00:34.25 bitrate= 244.9kbits/s speed=68.5x
[out#0/mp4 @ 0x5a51b2ee36c0] video:1096kB audio:321kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.771788%
size=    1442kB time=00:00:41.75 bitrate= 283.0kbits/s speed=71.8x
[aac @ 0x5a51b2e64540] Qavg: 17882.781
{
  "ok": true,
  "manifest": {
    "candidate_id": "calendar-invite-login-trap-30s",
    "version": "v1.0.0-word-aligned-proof",
    "series": "Digital Red Flags",
    "title": "The calendar invite login trap",
    "script": "This calendar invite looks normal. The trap is the login button. Same meeting title. Same urgent tone. But the link points somewhere else. Before you sign in, slow down. Check who sent it. Check the link domain. Notice unusual login requests. If the domain feels off, do not sign in from the invite. That means: close the invite. Open your calendar or work app from the icon or bookmark you normally use. If the meeting is real, it will still be there. The rule: trust the path you chose, not the button that chose you.",
    "script_hash": "0e9ec7f162b69573",
    "preview_mp4_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4",
    "preview_sha256": "fafe7bb4c9fd82e1d1eda7978af16b071a12a50299d8bc2af920768377626b4d",
    "silent_mp4_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4",
    "audio_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/voiceover_word_boundary.mp3",
    "audio_sha256": "77c875c19c1197426f2023af3dc5cdf866fba76ffee20bcfa021236aa5665376",
    "word_cues_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/word_cues.json",
    "caption_segments_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/caption_segments_word_aligned.json",
    "contact_sheet_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_contact_sheet_v1.jpg",
    "subtitle_preview_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_subtitle_style_preview_v1.jpg",
    "qa_summary_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/qa_summary_preview_v1.json",
    "duration_seconds": 41.852,
    "resolution": "1080x1920",
    "fps": 24,
    "caption_policy": "static 3-7 word phrase segments with active spoken word highlight from EdgeTTS word boundaries",
    "blocked": {
      "wan": true,
      "i2v": true,
      "platform_api": true,
      "posting": true,
      "scheduling": true
    }
  },
  "review_package": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/review_package_v1_word_aligned.json"
}


Question: Prüfe die revidierte Contact Sheet: Sind Captions lesbar/nicht abgeschnitten? Ist das neue Ende verständlicher (Close invite, open normal app/bookmark, if real it appears there)? Gibt es echte Daten/Logos/QR-Codes?


Image loaded into your context — you can see it natively now. Use your built-in vision to answer the user.

Question: Prüfe die revidierte Contact Sheet: Sind Captions lesbar/nicht abgeschnitten? Ist das neue Ende verständlicher (Close invite, open normal app/bookmark, if real it appears there)? Gibt es echte Daten/Logos/QR-Codes?


     1|{
     2|  "caption_sync_source": "edge_tts_word_boundary_offsets",
     3|  "static_phrase_active_word": true,
     4|  "min_words_default": 3,
     5|  "target_words": 5,
     6|  "max_words": 7,
     7|  "one_word_segments": [],
     8|  "one_word_segment_count": 0,
     9|  "duration_seconds": 41.852,
    10|  "audio_duration_seconds": 41.352,
    11|  "word_cue_count": 95,
    12|  "segment_count": 20,
    13|  "safe_zone": "bottom caption, no box/bar, tested via contact sheet",
    14|  "summary_fazit_present": true,
    15|  "final_solution": "Close the invite; open the calendar/work app via the normal icon or trusted bookmark; if the meeting is real, it will still be there."
    16|}


Output:
{
    "programs": [

    ],
    "streams": [
        {
            "codec_type": "video",
            "width": 1080,
            "height": 1920,
            "r_frame_rate": "24/1"
        },
        {
            "codec_type": "audio",
            "r_frame_rate": "0/0"
        }
    ],
    "format": {
        "duration": "41.875000",
        "size": "1476729"
    }
}
fafe7bb4c9fd82e1d1eda7978af16b071a12a50299d8bc2af920768377626b4d  /tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4


Explanation:
**Fixing contact sheet issues**

I see that the contact sheet needs to include a final frame; there’s this bug with min(duration-0.4, 32). There’s also a concern about overlapping captions at certain frames—especially frames 23 and 28, where the card overlays captions. The sample times need to be fixed to capture the end, and I’ll need to check rendering just 9 frames. I might also want to patch and rerun the sample times for better clarity.


patch

--- a//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
+++ b//tmp/autoshorts_proof_short_sprint31/render_calendar_invite_preview_v1.py
@@ -267,7 +267,7 @@
     # Preserve video duration; do not use -shortest.
     subprocess.run(['ffmpeg','-y','-i',str(silent),'-i',str(audio_path),'-c:v','copy','-c:a','aac','-map','0:v:0','-map','1:a:0',str(final)], check=True)

-    sample_times = [1,4,8,12,16,19,23,28,min(duration-0.4,32)]
+    sample_times = [1,4,8,12,16,19,23,30,min(duration-0.4,40.8)]
     thumbs=[]
     for ts in sample_times:
         im = draw_frame(ts, word_cues, segments)


terminal

Output:
ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers
  built with gcc 13 (Ubuntu 13.2.0-23ubuntu3)
  configuration: --prefix=/usr --extra-version=3ubuntu5 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --disable-omx --enable-gnutls --enable-libaom --enable-libass --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libharfbuzz --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-openal --enable-opencl --enable-opengl --disable-sndio --enable-libvpl --disable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-ladspa --enable-libbluray --enable-libjack --enable-libpulse --enable-librabbitmq --enable-librist --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libx264 --enable-libzmq --enable-libzvbi --enable-lv2 --enable-sdl2 --enable-libplacebo --enable-librav1e --enable-pocketsphinx --enable-librsvg --enable-libjxl --enable-shared
  libavutil      58. 29.100 / 58. 29.100
  libavcodec     60. 31.102 / 60. 31.102
  libavformat    60. 16.100 / 60. 16.100
  libavdevice    60.  3.100 / 60.  3.100
  libavfilter     9. 12.100 /  9. 12.100
  libswscale      7.  5.100 /  7.  5.100
  libswresample   4. 12.100 /  4. 12.100
  libpostproc    57.  3.100 / 57.  3.100
Input #0, rawvideo, from 'fd:':
  Duration: N/A, start: 0.000000, bitrate: 1194393 kb/s
  Stream #0:0: Video: rawvideo (RGB[24] / 0x18424752), rgb24, 1080x1920, 1194393 kb/s, 24 tbr, 24 tbn
Stream mapping:
  Stream #0:0 -> #0:0 (rawvideo (native) -> h264 (libx264))
[libx264 @ 0x572e35f433c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512
[libx264 @ 0x572e35f433c0] profile High, level 4.0, 4:2:0, 8-bit
[libx264 @ 0x572e35f433c0] 264 - core 164 r3108 31e19f9 - H.264/MPEG-4 AVC codec - Copyleft 2003-2023 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=9 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=24 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=20.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4':
  Metadata:
    encoder         : Lavf60.16.100
  Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 1080x1920, q=2-31, 24 fps, 12288 tbn
    Metadata:
      encoder         : Lavc60.31.102 libx264
    Side data:
      cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    0 fps=0.0 q=0.0 size=       0kB time=N/A bitrate=N/A speed=N/A
frame=    4 fps=1.3 q=25.0 size=       0kB time=00:00:00.08 bitrate=   4.6kbits/s speed=0.0263x
frame=   14 fps=3.8 q=25.0 size=       0kB time=00:00:00.50 bitrate=   0.8kbits/s speed=0.134x
frame=   24 fps=5.6 q=25.0 size=       0kB time=00:00:00.91 bitrate=   0.4kbits/s speed=0.216x
frame=   33 fps=6.9 q=25.0 size=       0kB time=00:00:01.29 bitrate=   0.3kbits/s speed=0.272x
frame=   43 fps=8.1 q=25.0 size=       0kB time=00:00:01.70 bitrate=   0.2kbits/s speed=0.322x
frame=   53 fps=9.1 q=25.0 size=       0kB time=00:00:02.12 bitrate=   0.2kbits/s speed=0.363x
frame=   62 fps=9.8 q=25.0 size=       0kB time=00:00:02.50 bitrate=   0.2kbits/s speed=0.394x
frame=   71 fps= 10 q=25.0 size=       0kB time=00:00:02.87 bitrate=   0.1kbits/s speed=0.418x
frame=   82 fps= 11 q=25.0 size=       0kB time=00:00:03.33 bitrate=   0.1kbits/s speed=0.451x
frame=   93 fps= 12 q=25.0 size=       0kB time=00:00:03.79 bitrate=   0.1kbits/s speed=0.48x
frame=  104 fps= 12 q=25.0 size=       0kB time=00:00:04.25 bitrate=   0.1kbits/s speed=0.504x
frame=  115 fps= 13 q=25.0 size=       0kB time=00:00:04.70 bitrate=   0.1kbits/s speed=0.525x
frame=  127 fps= 13 q=25.0 size=       0kB time=00:00:05.16 bitrate=   0.1kbits/s speed=0.544x
frame=  137 fps= 14 q=25.0 size=       0kB time=00:00:05.62 bitrate=   0.1kbits/s speed=0.561x
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frame=  159 fps= 14 q=25.0 size=       0kB time=00:00:06.54 bitrate=   0.1kbits/s speed=0.591x
frame=  170 fps= 15 q=25.0 size=       0kB time=00:00:07.00 bitrate=   0.1kbits/s speed=0.603x
frame=  179 fps= 15 q=25.0 size=       0kB time=00:00:07.37 bitrate=   0.1kbits/s speed=0.609x
frame=  188 fps= 15 q=25.0 size=       0kB time=00:00:07.75 bitrate=   0.0kbits/s speed=0.613x
frame=  197 fps= 15 q=25.0 size=       0kB time=00:00:08.12 bitrate=   0.0kbits/s speed=0.616x
frame=  206 fps= 15 q=25.0 size=       0kB time=00:00:08.50 bitrate=   0.0kbits/s speed=0.618x
frame=  215 fps= 15 q=25.0 size=       0kB time=00:00:08.87 bitrate=   0.0kbits/s speed=0.621x
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frame=  242 fps= 15 q=22.0 size=       0kB time=00:00:10.00 bitrate=   0.0kbits/s speed=0.627x
frame=  251 fps= 15 q=25.0 size=       0kB time=00:00:10.37 bitrate=   0.0kbits/s speed=0.63x
frame=  260 fps= 15 q=25.0 size=     256kB time=00:00:10.75 bitrate= 195.1kbits/s speed=0.632x
frame=  269 fps= 15 q=25.0 size=     256kB time=00:00:11.12 bitrate= 188.5kbits/s speed=0.634x
frame=  277 fps= 15 q=25.0 size=     256kB time=00:00:11.45 bitrate= 183.1kbits/s speed=0.634x
frame=  286 fps= 15 q=25.0 size=     256kB time=00:00:11.83 bitrate= 177.3kbits/s speed=0.636x
frame=  294 fps= 15 q=25.0 size=     256kB time=00:00:12.16 bitrate= 172.4kbits/s speed=0.636x
frame=  303 fps= 15 q=25.0 size=     256kB time=00:00:12.54 bitrate= 167.2kbits/s speed=0.637x
frame=  313 fps= 15 q=25.0 size=     256kB time=00:00:12.95 bitrate= 161.9kbits/s speed=0.641x
frame=  324 fps= 16 q=25.0 size=     256kB time=00:00:13.41 bitrate= 156.3kbits/s speed=0.647x
frame=  335 fps= 16 q=25.0 size=     256kB time=00:00:13.87 bitrate= 151.2kbits/s speed=0.653x
frame=  346 fps= 16 q=25.0 size=     256kB time=00:00:14.33 bitrate= 146.3kbits/s speed=0.657x
frame=  356 fps= 16 q=25.0 size=     256kB time=00:00:14.75 bitrate= 142.2kbits/s speed=0.661x
frame=  366 fps= 16 q=25.0 size=     256kB time=00:00:15.16 bitrate= 138.3kbits/s speed=0.664x
frame=  377 fps= 16 q=25.0 size=     256kB time=00:00:15.58 bitrate= 134.6kbits/s speed=0.667x
frame=  386 fps= 16 q=25.0 size=     256kB time=00:00:16.00 bitrate= 131.1kbits/s speed=0.67x
frame=  394 fps= 16 q=25.0 size=     256kB time=00:00:16.33 bitrate= 128.4kbits/s speed=0.67x
frame=  403 fps= 16 q=25.0 size=     256kB time=00:00:16.70 bitrate= 125.5kbits/s speed=0.671x
frame=  412 fps= 16 q=25.0 size=     256kB time=00:00:17.08 bitrate= 122.8kbits/s speed=0.672x
frame=  421 fps= 16 q=25.0 size=     256kB time=00:00:17.45 bitrate= 120.1kbits/s speed=0.674x
frame=  431 fps= 16 q=25.0 size=     256kB time=00:00:17.83 bitrate= 117.6kbits/s speed=0.675x
frame=  439 fps= 16 q=25.0 size=     256kB time=00:00:18.20 bitrate= 115.2kbits/s speed=0.676x
frame=  448 fps= 16 q=25.0 size=     256kB time=00:00:18.58 bitrate= 112.9kbits/s speed=0.677x
frame=  457 fps= 16 q=25.0 size=     256kB time=00:00:18.95 bitrate= 110.6kbits/s speed=0.678x
frame=  466 fps= 16 q=25.0 size=     256kB time=00:00:19.33 bitrate= 108.5kbits/s speed=0.679x
frame=  475 fps= 16 q=25.0 size=     256kB time=00:00:19.70 bitrate= 106.4kbits/s speed=0.68x
frame=  485 fps= 16 q=25.0 size=     256kB time=00:00:20.12 bitrate= 104.2kbits/s speed=0.681x
frame=  495 fps= 16 q=25.0 size=     256kB time=00:00:20.54 bitrate= 102.1kbits/s speed=0.683x
frame=  504 fps= 16 q=25.0 size=     512kB time=00:00:20.91 bitrate= 200.5kbits/s speed=0.684x
frame=  513 fps= 16 q=25.0 size=     512kB time=00:00:21.29 bitrate= 197.0kbits/s speed=0.684x
frame=  520 fps= 16 q=25.0 size=     512kB time=00:00:21.58 bitrate= 194.3kbits/s speed=0.681x
frame=  528 fps= 16 q=25.0 size=     512kB time=00:00:21.91 bitrate= 191.4kbits/s speed=0.681x
frame=  536 fps= 16 q=25.0 size=     512kB time=00:00:22.25 bitrate= 188.5kbits/s speed=0.68x
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frame=  552 fps= 16 q=25.0 size=     512kB time=00:00:22.91 bitrate= 183.0kbits/s speed=0.678x
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frame=  570 fps= 16 q=25.0 size=     512kB time=00:00:23.62 bitrate= 177.6kbits/s speed=0.678x
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frame=  792 fps= 16 q=25.0 size=     768kB time=00:00:32.91 bitrate= 191.1kbits/s speed=0.684x
frame=  801 fps= 16 q=25.0 size=     768kB time=00:00:33.29 bitrate= 189.0kbits/s speed=0.685x
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frame=  868 fps= 17 q=25.0 size=     768kB time=00:00:36.08 bitrate= 174.4kbits/s speed=0.697x
frame=  879 fps= 17 q=25.0 size=     768kB time=00:00:36.54 bitrate= 172.2kbits/s speed=0.698x
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frame=  913 fps= 17 q=25.0 size=     768kB time=00:00:37.95 bitrate= 165.8kbits/s speed=0.704x
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frame=  939 fps= 17 q=25.0 size=     768kB time=00:00:39.04 bitrate= 161.2kbits/s speed=0.71x
frame=  952 fps= 17 q=25.0 size=    1024kB time=00:00:39.54 bitrate= 212.2kbits/s speed=0.712x
[out#0/mp4 @ 0x572e35f41d00] video:1096kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.150792%
frame= 1005 fps= 18 q=-1.0 Lsize=    1109kB time=00:00:41.75 bitrate= 217.6kbits/s speed=0.748x
[libx264 @ 0x572e35f433c0] frame I:5     Avg QP:14.33  size: 60194
[libx264 @ 0x572e35f433c0] frame P:253   Avg QP:17.88  size:  2518
[libx264 @ 0x572e35f433c0] frame B:747   Avg QP:22.70  size:   246
[libx264 @ 0x572e35f433c0] consecutive B-frames:  0.9%  0.0%  0.0% 99.1%
[libx264 @ 0x572e35f433c0] mb I  I16..4: 65.9% 18.5% 15.6%
[libx264 @ 0x572e35f433c0] mb P  I16..4:  0.6%  0.1%  0.3%  P16..4:  4.0%  0.2%  0.1%  0.0%  0.0%    skip:94.7%
[libx264 @ 0x572e35f433c0] mb B  I16..4:  0.0%  0.0%  0.0%  B16..8:  2.3%  0.0%  0.0%  direct: 0.0%  skip:97.6%  L0:54.9% L1:45.0% BI: 0.1%
[libx264 @ 0x572e35f433c0] 8x8 transform intra:18.3% inter:41.5%
[libx264 @ 0x572e35f433c0] coded y,uvDC,uvAC intra: 14.1% 15.7% 11.5% inter: 0.1% 0.1% 0.0%
[libx264 @ 0x572e35f433c0] i16 v,h,dc,p: 28% 72%  0%  0%
[libx264 @ 0x572e35f433c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 45% 13% 39%  2%  0%  0%  0%  0%  0%
[libx264 @ 0x572e35f433c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 34% 41%  8%  2%  3%  3%  3%  2%  3%
[libx264 @ 0x572e35f433c0] i8c dc,h,v,p: 69% 19% 12%  1%
[libx264 @ 0x572e35f433c0] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x572e35f433c0] ref P L0: 85.9%  1.2%  9.4%  3.4%
[libx264 @ 0x572e35f433c0] ref B L0: 61.0% 37.9%  1.2%
[libx264 @ 0x572e35f433c0] ref B L1: 97.4%  2.6%
[libx264 @ 0x572e35f433c0] kb/s:214.37
ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers
  built with gcc 13 (Ubuntu 13.2.0-23ubuntu3)
  configuration: --prefix=/usr --extra-version=3ubuntu5 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --disable-omx --enable-gnutls --enable-libaom --enable-libass --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libglslang --enable-libgme --enable-libgsm --enable-libharfbuzz --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-openal --enable-opencl --enable-opengl --disable-sndio --enable-libvpl --disable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-ladspa --enable-libbluray --enable-libjack --enable-libpulse --enable-librabbitmq --enable-librist --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libx264 --enable-libzmq --enable-libzvbi --enable-lv2 --enable-sdl2 --enable-libplacebo --enable-librav1e --enable-pocketsphinx --enable-librsvg --enable-libjxl --enable-shared
  libavutil      58. 29.100 / 58. 29.100
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  libavformat    60. 16.100 / 60. 16.100
  libavdevice    60.  3.100 / 60.  3.100
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  libswresample   4. 12.100 /  4. 12.100
  libpostproc    57.  3.100 / 57.  3.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4':
  Metadata:
    major_brand     : isom
    minor_version   : 512
    compatible_brands: isomiso2avc1mp41
    encoder         : Lavf60.16.100
  Duration: 00:00:41.88, start: 0.000000, bitrate: 216 kb/s
  Stream #0:0[0x1](und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 1080x1920, 214 kb/s, 24 fps, 24 tbr, 12288 tbn (default)
    Metadata:
      handler_name    : VideoHandler
      vendor_id       : [0][0][0][0]
      encoder         : Lavc60.31.102 libx264
[mp3 @ 0x5de41309bf00] Estimating duration from bitrate, this may be inaccurate
Input #1, mp3, from '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/voiceover_word_boundary.mp3':
  Duration: 00:00:41.35, start: 0.000000, bitrate: 48 kb/s
  Stream #1:0: Audio: mp3, 24000 Hz, mono, fltp, 48 kb/s
Stream mapping:
  Stream #0:0 -> #0:0 (copy)
  Stream #1:0 -> #0:1 (mp3 (mp3float) -> aac (native))
Press [q] to stop, [?] for help
Output #0, mp4, to '/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4':
  Metadata:
    major_brand     : isom
    minor_version   : 512
    compatible_brands: isomiso2avc1mp41
    encoder         : Lavf60.16.100
  Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 1080x1920, q=2-31, 214 kb/s, 24 fps, 24 tbr, 12288 tbn (default)
    Metadata:
      handler_name    : VideoHandler
      vendor_id       : [0][0][0][0]
      encoder         : Lavc60.31.102 libx264
  Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 24000 Hz, mono, fltp, 69 kb/s
    Metadata:
      encoder         : Lavc60.31.102 aac
size=       0kB time=N/A bitrate=N/A speed=N/A
size=    1280kB time=00:00:38.70 bitrate= 270.9kbits/s speed=77.4x
[out#0/mp4 @ 0x5de41309c6c0] video:1096kB audio:321kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.771788%
size=    1442kB time=00:00:41.75 bitrate= 283.0kbits/s speed=78.5x
[aac @ 0x5de41301d540] Qavg: 17882.781
{
  "ok": true,
  "manifest": {
    "candidate_id": "calendar-invite-login-trap-30s",
    "version": "v1.0.0-word-aligned-proof",
    "series": "Digital Red Flags",
    "title": "The calendar invite login trap",
    "script": "This calendar invite looks normal. The trap is the login button. Same meeting title. Same urgent tone. But the link points somewhere else. Before you sign in, slow down. Check who sent it. Check the link domain. Notice unusual login requests. If the domain feels off, do not sign in from the invite. That means: close the invite. Open your calendar or work app from the icon or bookmark you normally use. If the meeting is real, it will still be there. The rule: trust the path you chose, not the button that chose you.",
    "script_hash": "0e9ec7f162b69573",
    "preview_mp4_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4",
    "preview_sha256": "fafe7bb4c9fd82e1d1eda7978af16b071a12a50299d8bc2af920768377626b4d",
    "silent_mp4_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned_silent.mp4",
    "audio_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/voiceover_word_boundary.mp3",
    "audio_sha256": "77c875c19c1197426f2023af3dc5cdf866fba76ffee20bcfa021236aa5665376",
    "word_cues_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/audio/word_cues.json",
    "caption_segments_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/caption_segments_word_aligned.json",
    "contact_sheet_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_contact_sheet_v1.jpg",
    "subtitle_preview_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_subtitle_style_preview_v1.jpg",
    "qa_summary_path": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/qa_summary_preview_v1.json",
    "duration_seconds": 41.852,
    "resolution": "1080x1920",
    "fps": 24,
    "caption_policy": "static 3-7 word phrase segments with active spoken word highlight from EdgeTTS word boundaries",
    "blocked": {
      "wan": true,
      "i2v": true,
      "platform_api": true,
      "posting": true,
      "scheduling": true
    }
  },
  "review_package": "/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/review_package_v1_word_aligned.json"
}


Question: Finale QA mit Endframe: Prüfe Lesbarkeit, keine abgeschnittenen Captions, verständlicher Schluss, keine echten Daten/Logos/QR-Codes.


Image loaded into your context — you can see it natively now. Use your built-in vision to answer the user.

Question: Finale QA mit Endframe: Prüfe Lesbarkeit, keine abgeschnittenen Captions, verständlicher Schluss, keine echten Daten/Logos/QR-Codes.


Output:
{
    "programs": [

    ],
    "streams": [
        {
            "codec_type": "video",
            "width": 1080,
            "height": 1920,
            "r_frame_rate": "24/1"
        },
        {
            "codec_type": "audio",
            "r_frame_rate": "0/0"
        }
    ],
    "format": {
        "duration": "41.875000",
        "size": "1476729"
    }
}
fafe7bb4c9fd82e1d1eda7978af16b071a12a50299d8bc2af920768377626b4d  /tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4


Explanation:
**Finalizing media presentation**

I need to finalize a concise media piece that mentions 41.9, aiming for clarity even if it takes a bit longer. I also have to note that the contact frame includes the caption "that chose you" at the bottom; I’m wondering if that’s acceptable. The final card should be clear, and I should ensure there's no auto posting involved. Lastly, I need to mark my to-dos to keep everything organized.


Ja, völlig richtig. Das alte Ende war zu knapp und setzte voraus, dass der Viewer versteht, was “open the service yourself” bedeutet. Das ist genau der Punkt, an dem man die Leute **abholen** muss — nicht mit einem Security-Mantra erschlagen. Sehr unbritisch von mir. Fast amerikanisch.

Ich habe das Ende deshalb neu gebaut und neu gerendert:

MEDIA:/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap-30s_preview_v1_word_aligned.mp4

MEDIA:/tmp/autoshorts_proof_short_sprint31/calendar-invite-login-trap-30s/preview_v1_word_aligned/calendar-invite-login-trap_contact_sheet_v1.jpg

## Änderung am Ende

Alt:

```text
Open the service yourself.
Trust the app you opened, not the button that rushed you.
```

Neu:

```text
That means: close the invite.
Open your calendar or work app from the icon or bookmark you normally use.
If the meeting is real, it will still be there.
The rule: trust the path you chose, not the button that chose you.
```

## Warum das besser ist

Jetzt ist die Lösung konkret:

1. **Invite schliessen**
2. **Kalender / Work-App selbst öffnen**
3. **über normales Icon oder Bookmark**
4. **wenn der Termin echt ist, ist er dort auch sichtbar**
5. **nicht dem Button im Invite vertrauen**

Das ist viel klarer für Nicht-Tech-Viewer.

## Neue finale Message

```text
If it's real,
it will be there too.

Trust your normal path.
Not the button sent to you.
```

## QA

- Dauer: **41.88s**
- Resolution: **1080x1920**
- FPS: **24**
- Captions: **word-aligned via EdgeTTS WordBoundary**
- One-word subtitle segments: **0**
- Ende/Fazit sichtbar: **pass**
- Keine echten Daten, Logos, QR-Codes: **pass**
- Posting / Platform API: **nicht ausgeführt**

SHA256:

```text
fafe7bb4c9fd82e1d1eda7978af16b071a12a50299d8bc2af920768377626b4d
```

Mein Urteil: **deutlich verständlicher**, aber jetzt eher ein 42s Educational Short als ein knackiger 30s Proof Short. Inhaltlich besser abgeholt; rhythmisch können wir als nächstes noch straffen, ohne die Erklärung wieder zu verlieren.


[M G] Ok, jetzt grafisch noch optimieren (KI bilder)


Explanation:
**Planning AI background generation**

I need to take action and think about the relevant skills already loaded. I should consider using the image_generate tool to create AI backgrounds without needing to ask for input. It’s important to inspect the current visual style while keeping in mind our deterministic renderer, which I might modify to integrate these backgrounds. I aim to generate 2-3 text-free backgrounds for our needs and refer to my skills on background rendering QA.


social-media-shorts-automation

# Proof Short AI Background Rendering + QA

Use this after a Proof Short has validated the real viewer problem and the user wants the video to look more premium without losing factual/control safety.

## Pattern

```text
AI image layer = text-free atmosphere/background/keyframes
Deterministic renderer = invoice, email, UI, payment route, labels, facts, captions, claims
```

This is especially useful for scam-awareness, finance, invoice, email, cybersecurity, health, or other high-trust topics where generated text or UI could become misleading.

## Generation scope

Generate only a small set of text-free keyframes, usually 2–3:

- provider/model: highest available reasonable GPT Image tier, e.g. `openai-codex` + `gpt-image-2-high`
- aspect: vertical 9:16 / portrait
- purpose: premium atmosphere only
- no readable text, logos, brands, QR/barcodes, people/hands, company names, bank data, account numbers, invoice IDs, addresses, watermarks, pseudo-writing
- ask for clean negative space for renderer-owned captions/UI overlays

Do not generate the invoice/email/payment-route itself. Those remain renderer-owned.

## QA and selection

Do not blindly use every generated keyframe. Create a quick contact sheet and inspect before render.

Reject/discard a keyframe if it contains:

- pseudo-readable document lines or fake text that might be interpreted as content
- brand-like marks/logos
- QR/barcodes
- people/hands if not explicitly desired
- bank/payment/account-like details
- overly busy composition that competes with captions or deterministic UI

It is acceptable, and often correct, to generate 3 and use only 2. Record discarded images and why.

## Rendering treatment

Keep AI backgrounds subordinate to the truth layer:

- cover-crop to 9:16
- add subtle deterministic push-in if needed
- blur very slightly if background details compete with foreground
- darken/desaturate or add translucent navy overlay so UI/captions remain readable
- place deterministic invoice/email/payment-route overlays above the background
- keep active-word captions and safe-zone bounds unchanged from the approved proof short

The upgrade should look more premium, but the first-second visible fail must remain obvious.

## Review package fields

Include:

- `visual_upgrade_mode: ai_background_plus_deterministic_mockups`
- AI provider/model/quality
- generated keyframe count
- used keyframe count
- discarded keyframe count + discard reasons
- per-image path/SHA256/resolution
- statement that all UI/invoice/payment-route/factual/caption layers are deterministic renderer-owned
- `wan_used: false`, `i2v_used: false`, `t2v_used: false` unless separately approved
- visual QA result
- AI disclosure note

## AI disclosure stance

If only text-free atmospheric backgrounds are AI-generated and there are no realistic synthetic people or real-event depictions, platform synthetic-media disclosure is often not mandatory. Still include a conservative note: if the platform UI asks whether AI-assisted media was used, disclose according to that prompt.

## Pitfall

Do not let AI polish reintroduce the old failure mode: pretty but semantically weak. The deterministic foreground must still answer in the first second: what is broken, where is the fail, what is at stake, and what rule fixes it.


todo

2–3 textfreie Premium-KI-Hintergrundbilder für Calendar-Invite-Short erzeugen

KI-Keyframes per Contact Sheet prüfen und ungeeignete Frames verwerfen

Renderer auf AI Background + deterministische UI/Captions umbauen und MP4 rendern

Visual QA, ffprobe, SHA256, Manifest/Review Package erzeugen

Optimierte Preview + Contact Sheets an User liefern


Prompt: Premium vertical 9:16 social-video background for a cybersecurity awareness short. Realistic modern desk at dusk with laptop screen glow and calendar-notification mood, cinematic product-film lighting, deep navy and warm amber accents, shallow depth of field, clean empty center area for later renderer-owned UI overlay. TEXT-FREE image: no readable text, no letters, no numbers, no logos, no brands, no QR codes, no barcodes, no people, no hands, no company names, no bank data, no account details, no watermarks. High-end, calm, professional, not abstract.

Prompt: Premium 9:16 text-free keyframe for a digital security short about a suspicious calendar invite. Close-up of a blurred laptop and phone on a clean work desk, soft notification glow, subtle security atmosphere, realistic but no readable screens. Leave negative space in the middle and lower third for deterministic captions and UI mockups. Absolutely no readable text, no fake glyphs, no logos, no brands, no QR/barcodes, no humans, no hands, no faces, no numbers, no watermarks.

Prompt: Cinematic vertical 9:16 background, premium modern office desk with abstract soft calendar-like light blocks and secure-login atmosphere, glass reflections, dark navy gradient, amber highlights, clean safe space for overlay. Must be fully text-free: no readable text, no pseudo text, no letters, no numbers, no logos, no icons resembling brands, no QR codes, no barcodes, no people, no hands, no realistic documents with text, no watermarks.


Prompt: Premium vertical 9:16 social-video background for a cybersecurity awareness short. Realistic modern desk at dusk with laptop screen glow and calendar-notification mood, cinematic product-film lighting, deep navy and warm amber accents, shallow depth of field, clean empty center area for later renderer-owned UI overlay. TEXT-FREE image: no readable text, no letters, no numbers, no logos, no brands, no QR codes, no barcodes, no people, no hands, no company names, no bank data, no account details, no watermarks. High-end, calm, professional, not abstract.


Prompt: Premium 9:16 text-free keyframe for a digital security short about a suspicious calendar invite. Close-up of a blurred laptop and phone on a clean work desk, soft notification glow, subtle security atmosphere, realistic but no readable screens. Leave negative space in the middle and lower third for deterministic captions and UI mockups. Absolutely no readable text, no fake glyphs, no logos, no brands, no QR/barcodes, no humans, no hands, no faces, no numbers, no watermarks.


Prompt: Cinematic vertical 9:16 background, premium modern office desk with abstract soft calendar-like light blocks and secure-login atmosphere, glass reflections, dark navy gradient, amber highlights, clean safe space for overlay. Must be fully text-free: no readable text, no pseudo text, no letters, no numbers, no logos, no icons resembling brands, no QR codes, no barcodes, no people, no hands, no realistic documents with text, no watermarks.