Higgsfield Faceless Video
Higgsfield AIOfficialPublished by Higgsfield AI
- Skill
- Content generator
- Design and creative
- MIT
- Low risk
- Has scripts
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
The higgsfield-faceless-video skill provides a structured process for creating finished faceless video content. It supports various formats such as illustrated explainers, documentaries, illustrated stories, and children's music videos. The skill manages the end-to-end production workflow, including script validation, voice selection, asset management, and final assembly of video and audio blocks. It also provides capabilities for editing previously generated videos and adding subtitles.
What it does
- Generates finished faceless videos based on user-provided topics and scripts.
- Supports multiple production modes including illustrated explainers, channel-style motion, and children's songs.
- Validates scripts against duration requirements and timing gates before generation.
- Manages voice selection and dialogue generation using specified presets.
- Assembles video and audio blocks into a final output file.
- Adds subtitles to videos using local transcription models.
When to use it
- When you need to create a narrated explainer or documentary video.
- When you want to produce a children's song video with consistent visuals.
- When you need to edit or update a previously generated faceless video.
- When you require a video with a specific visual style and structured narration.
Advantages
- Ensures consistent visual identity across video blocks.
- Provides tools to verify script timing and narration duration before incurring costs.
- Supports specific production modes for different content types like diagrams or stories.
- Enables precise assembly of video and audio pairs without altering speech speed.
Usage examples
- “make a faceless video about the history of the steam engine”
- The agent will initiate the production workflow to create a documentary-style video, including script validation and asset generation.
- “make a children's song video about counting apples”
- The agent will use the song production mode to generate a synchronized music video based on the provided topic.
- “edit this faceless video to change the narration in the second block”
- The agent will use the editing workflow to update the specified block while preserving the rest of the video's production state.
- “create a narrated explainer about photosynthesis”
- The agent will generate an illustrated explainer video using diagram-led scenes and narration.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/higgsfield-ai/higgsfield-faceless-video/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip higgsfield-faceless-video.zip -d .agents/skills
Documentation by Higgsfield AI
Faceless video
Create one finished video with a consistent visual style and narration. For an illustrated explainer use deliberate, diagram-led scenes; for a story or documentary adapt the pacing and visuals to the brief. Do not treat an explainer as a request for rapid cuts. Preserve choices and assets supplied by the user.
Choose the requested mode before generating: illustrated explainers use references/production.md; fast-cut channel motion uses references/channel-motion.md; stills and picture stories use references/picture-story.md; a sung children's music video uses references/song.md; explicitly requested talking characters use references/talking-characters.md; a requested presenter overlay uses references/presenter.md alongside the motion workflow; edits to a previously generated video use references/editing.md. A request for background music alone is not a song request. Never infer a presenter from an incidental photo.
When the brief supplies animation_mode, treat fully_animated as motion and scene_based as stills without asking again. Resolve song intent from the complete brief, including topic and script; an explicitly sung children's video uses song mode even when a voice is supplied. Preserve the production mode when continuing or editing an existing video.
Before spending credits
Resolve missing topic, approximate duration, aspect ratio, language, visual style, voice, music and subtitle choices. Never invent a preset or voice ID. Use higgsfield preset list video-explainer --json and higgsfield voices list --json for current choices, and resolve a selected preset with higgsfield preset resolve video-explainer <id> --json. Confirm photo roles before using reference images. Honor the requested duration; never silently round it up.
Find this skill's installed directory and retain its absolute path as SKILL_DIR. Keep all work in a persistent session directory, not the skill directory. Before generation verify higgsfield account status, ffmpeg, ffprobe, python3, curl, and awk, and inspect the live schemas using higgsfield model get for each planned model. Estimate generation costs with higgsfield generate cost where supported; if an estimate is unavailable, disclose that before generation. If any required stage, model, dependency, or requested feature is unavailable, explain and stop before paid work. Do not call explainer_video or video_explainer.
Read references/production.md for the generation, assembly, QC, recovery and delivery procedure. For subtitles, read references/captions.md and check its dependencies before paid generation. Read references/creative.md for style, assets, long-form planning and review, references/styles.md for style guidance, and references/prompts.md when writing the scene plan. The executable helper scripts/assemble_blocks.sh assembles ordered video/audio pairs without changing speech speed; read its usage before running it. The previous skill name is supported for existing installations.
Files
- ATTRIBUTION.mdAdded by AutoGineer890 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md3.5 KiB
- references/captions.md1.3 KiB
- references/channel-motion.md3.8 KiB
- references/creative.md2.6 KiB
- references/editing.md1.3 KiB
- references/picture-story.md3.3 KiB
- references/presenter.md2.1 KiB
- references/production.md4.0 KiB
- references/prompts.md903 B
- references/song.md2.7 KiB
- references/styles.md1.9 KiB
- references/talking-characters.md1.7 KiB
- scripts/assemble_blocks.shScript15.1 KiB
- scripts/assemble_final.shScript24.6 KiB
- scripts/assemble_partial_edit.shScript10.7 KiB
- scripts/assemble_slides.shScript26.1 KiB
- scripts/audio_to_captions.pyScript26.2 KiB
- scripts/bind_scene_frame_results.pyScript6.3 KiB
- scripts/build_scene_timeline.pyScript9.3 KiB
- scripts/burn_captions.shScript3.8 KiB
- scripts/check_voice.shScript1.0 KiB
- scripts/measure_narration_takes.pyScript5.4 KiB
- scripts/presenter_composite.shScript8.4 KiB
- scripts/speech_metrics.shScript3.1 KiB
- scripts/tests/test_assembly.pyScript2.5 KiB
- scripts/tests/test_captions.pyScript953 B
- scripts/tests/test_channel.pyScript3.0 KiB
- scripts/tests/test_modes.pyScript7.8 KiB
- scripts/tests/test_song.pyScript1.1 KiB
- scripts/tests/test_timeline.pyScript2.5 KiB
- scripts/trim_static_head.shScript2.2 KiB
- scripts/validate_motion_script.pyScript33.5 KiB
- scripts/validate_song_prompt.pyScript8.6 KiB
scripts/assemble_slides.sh
#!/usr/bin/env bash
# Usage: assemble_slides.sh --out final.mp4 --audio narration.wav --blocks N --manifest frames.txt [--music bed.mp3]
set -euo pipefail
OUT="final.mp4"; BREATH="0.2"; MINSLIDE="1.0"; MAXHOLD="2.5"; MUSIC=""; MVOL="0.10"; BLOCKS=""; REQUESTED_SECONDS=""; DURATION_BLOCKS=""; MANIFEST=""; TIMELINE=""; FRAMES_DIR=""; ALLOWMM=0; AUDIO=""; ARGS=()
while [[ $# -gt 0 ]]; do
case "$1" in
--out) OUT="$2"; shift 2 ;;
--breath) BREATH="$2"; shift 2 ;;
--min-slide) MINSLIDE="$2"; shift 2 ;;
--max-hold) MAXHOLD="$2"; shift 2 ;;
--audio) AUDIO="$2"; shift 2 ;;
--music) MUSIC="$2"; shift 2 ;;
--music-vol) MVOL="$2"; shift 2 ;;
--blocks) BLOCKS="$2"; shift 2 ;;
--requested-seconds) REQUESTED_SECONDS="$2"; shift 2 ;;
--manifest) MANIFEST="$2"; shift 2 ;;
--timeline) TIMELINE="$2"; shift 2 ;;
--frames-dir) FRAMES_DIR="$2"; shift 2 ;;
--subs) echo "ERROR: --subs was removed. Assemble first, then follow the bundled captions instructions using the clean voice takes and assembly receipt." >&2; exit 2 ;;
--allow-mismatch) ALLOWMM=1; shift ;;
-h|--help) grep '^#' "$0" | sed 's/^# \{0,1\}//'; exit 0 ;;
*) ARGS+=("$1"); shift ;;
esac
done
if [[ -n "$REQUESTED_SECONDS" ]]; then
[[ "$REQUESTED_SECONDS" =~ ^[0-9]+$ ]] && (( REQUESTED_SECONDS > 0 )) || {
echo "ERROR: --requested-seconds must be a positive integer" >&2
exit 2
}
DURATION_BLOCKS=$(( (REQUESTED_SECONDS + 9) / 10 ))
fi
MVOL="$(awk -v v="$MVOL" 'BEGIN{v=v+0; if(v<0)v=0; if(v>0.2){print "WARN: --music-vol clamped to 0.20 (voice stays 1.0)" > "/dev/stderr"; v=0.2} printf "%.3f", v}')"
bed_gain_db() {
local vmean bmean trim
vmean="$(ffmpeg -hide_banner -i "$1" -af volumedetect -f null - 2>&1 | grep -Eo 'mean_volume: *-?[0-9.]+' | grep -Eo '\-?[0-9.]+' | head -1)"
bmean="$(ffmpeg -hide_banner -i "$2" -af volumedetect -f null - 2>&1 | grep -Eo 'mean_volume: *-?[0-9.]+' | grep -Eo '\-?[0-9.]+' | head -1)"
awk -v v="${vmean:--20}" -v b="${bmean:--20}" -v mv="$3" 'BEGIN{
trim = 20*log(mv/0.10)/log(10);
g = (v - 14) - b + trim;
if (g > 0) g = 0; if (g < -40) g = -40;
printf "%.2f", g }'
}
for b in ffmpeg ffprobe awk python3; do command -v "$b" >/dev/null 2>&1 || { echo "ERROR: '$b' not found" >&2; exit 1; }; done
if [[ -n "$AUDIO" ]]; then
[[ -f "$AUDIO" ]] || { echo "ERROR: --audio not found: $AUDIO" >&2; exit 1; }
[[ -n "$MUSIC" && ! -f "$MUSIC" ]] && { echo "ERROR: --music file not found: $MUSIC" >&2; exit 1; }
ASSEMBLY_ATTEMPT=1
TMP="$(mktemp -d)"
trap 'rm -rf "$TMP"' EXIT
FR_IMG=(); FR_DUR=(); FR_BEAT=(); FR_START=(); FR_END=()
if [[ -n "$TIMELINE" ]]; then
[[ -z "$MANIFEST" ]] || { echo "ERROR: pass --timeline or --manifest, not both" >&2; exit 1; }
[[ -f "$TIMELINE" ]] || { echo "ERROR: --timeline not found: $TIMELINE" >&2; exit 1; }
[[ -d "$FRAMES_DIR" ]] || { echo "ERROR: --frames-dir is required with --timeline" >&2; exit 1; }
python3 - "$TIMELINE" > "$TMP/timeline.tsv" <<'PY'
import json
import sys
payload = json.load(open(sys.argv[1], encoding="utf-8"))
if payload.get("manifest_version") != 2:
raise SystemExit("ERROR: scene timeline must use manifest_version 2")
frames = payload.get("frames")
if not isinstance(frames, list) or not frames:
raise SystemExit("ERROR: scene timeline must contain frames")
previous_end = 0.0
previous_frame_job_id = None
previous_frame_url = None
previous_output_slot = None
for expected, frame in enumerate(frames, start=1):
if not isinstance(frame, dict) or frame.get("n") != expected:
raise SystemExit(f"ERROR: timeline frame {expected} is invalid")
start = float(frame.get("start", -1))
end = float(frame.get("end", -1))
duration = float(frame.get("duration", -1))
if abs(start - previous_end) > 0.01:
raise SystemExit(f"ERROR: timeline gap/overlap before frame {expected}")
if duration <= 0 or duration > 1.5 or abs((end - start) - duration) > 0.01:
raise SystemExit(f"ERROR: timeline frame {expected} duration is invalid")
if frame.get("output_slot") != f"frame-{expected:03d}":
raise SystemExit(f"ERROR: timeline frame {expected} output_slot is invalid")
frame_job_id = frame.get("frame_job_id")
frame_url = frame.get("frame_url")
if not isinstance(frame_job_id, str) or not frame_job_id.strip():
raise SystemExit(f"ERROR: timeline frame {expected} frame_job_id is missing")
if not isinstance(frame_url, str) or not frame_url.startswith(("http://", "https://")):
raise SystemExit(f"ERROR: timeline frame {expected} frame_url is missing")
if frame.get("image_mode") == "variation" and (
frame.get("reference_output_slot") != previous_output_slot
or frame.get("reference_frame_job_id") != previous_frame_job_id
or frame.get("reference_frame_url") != previous_frame_url
):
raise SystemExit(f"ERROR: timeline frame {expected} variation lineage is invalid")
print(expected, int(frame["beat_n"]), f"{start:.3f}", f"{end:.3f}", f"{duration:.3f}", sep="\t")
previous_end = end
previous_frame_job_id = frame_job_id
previous_frame_url = frame_url
previous_output_slot = frame["output_slot"]
PY
while IFS=$'\t' read -r frame_number beat_number frame_start frame_end frame_duration; do
FR_IMG+=("${FRAMES_DIR}/frame$(printf '%03d' "$frame_number").png")
FR_DUR+=("$frame_duration")
FR_BEAT+=("$beat_number")
FR_START+=("$frame_start")
FR_END+=("$frame_end")
done < "$TMP/timeline.tsv"
elif [[ -n "$MANIFEST" ]]; then
[[ -f "$MANIFEST" ]] || { echo "ERROR: --manifest not found: $MANIFEST" >&2; exit 1; }
while read -r im du _extra; do
[[ -z "$im" || "$im" == \#* ]] && continue
[[ -n "$du" ]] || { echo "ERROR: --audio manifest line needs 'image <seconds>': '$im'" >&2; exit 1; }
FR_IMG+=("$im"); FR_DUR+=("$du"); FR_BEAT+=("0"); FR_START+=("0"); FR_END+=("0")
done < "$MANIFEST"
else
(( ${#ARGS[@]} >= 2 && ${#ARGS[@]} % 2 == 0 )) || { echo "ERROR: pass image/duration pairs or --manifest in --audio mode" >&2; exit 1; }
for ((k=0;k<${#ARGS[@]};k+=2)); do
FR_IMG+=("${ARGS[k]}"); FR_DUR+=("${ARGS[k+1]}")
FR_BEAT+=("0"); FR_START+=("0"); FR_END+=("0")
done
fi
frames=${#FR_IMG[@]}
[[ -z "$BLOCKS" ]] && { echo "ERROR: --blocks N is REQUIRED (the frame count)." >&2; exit 1; }
(( frames == BLOCKS )) || { echo "ERROR: --blocks $BLOCKS but $frames frames supplied — fix the manifest; do NOT ship a partial video." >&2; exit 1; }
for im in "${FR_IMG[@]}"; do
[[ -s "$im" ]] || { echo "ERROR: frame image not found or empty: $im" >&2; exit 1; }
done
ADUR="$(ffprobe -v error -show_entries format=duration -of csv=p=0 "$AUDIO")"
MINFRAMES="$(awk -v a="$ADUR" 'BEGIN{ m=int(a/1.5); if(m<1)m=1; print m }')"
(( frames < MINFRAMES )) && { echo "ERROR: only ${frames} frames for ${ADUR}s of narration — that is a slideshow. Frame-by-frame needs >= ${MINFRAMES} frames (one every ~1.5s); most are cheap micro-variation edits of the previous frame. Re-cut the timeline denser and regenerate the missing frames." >&2; exit 1; }
UNIQ="$(python3 -c 'import hashlib,sys; print(len({hashlib.sha256(open(p,"rb").read()).digest() for p in sys.argv[1:]}))' "${FR_IMG[@]}")"
(( UNIQ < MINFRAMES )) && { echo "ERROR: ${frames} frame entries but only ${UNIQ} DISTINCT pictures for ${ADUR}s of narration — repeating one image is a gallery, not frame-by-frame. Need >= ${MINFRAMES} distinct pictures; most are cheap micro-variation EDITS of the previous frame (one reference image + one changed detail), not full re-renders." >&2; exit 1; }
echo " density: ${frames} entries / ${UNIQ} distinct pictures / floor ${MINFRAMES}" >&2
DIMS="$(ffprobe -v error -select_streams v:0 -show_entries stream=width,height -of csv=p=0 "${FR_IMG[0]}")"
W="${DIMS%%,*}"; H="${DIMS##*,}"; W=$(( (W/2)*2 )); H=$(( (H/2)*2 )); AR_W="$W"; AR_H="$H"
if (( W > 1920 || H > 1920 )); then
read -r W H <<< "$(awk -v w="$W" -v h="$H" 'BEGIN{ m=(w>h)?w:h; s=1920/m; printf "%d %d", int(w*s/2)*2, int(h*s/2)*2 }')"
echo " output capped to ${W}x${H} (1080p-class)" >&2
fi
TAILHOLD=0.3
PRESUM="$(awk 'BEGIN{s=0} {s+=$1} END{printf "%.3f", s}' <<< "$(printf '%s\n' "${FR_DUR[@]}")")"
LASTI=$((frames-1))
NEED="$(awk -v a="$ADUR" -v s="$PRESUM" -v th="$TAILHOLD" -v last="${FR_DUR[$LASTI]}" 'BEGIN{
d=(a+th)-s; cap=1.5-last;
if(d<0)d=0; if(cap<0)cap=0; if(d>cap)d=cap;
printf "%.3f", d
}')"
if awk -v n="$NEED" 'BEGIN{exit (n>0.01)?0:1}'; then
FR_DUR[$LASTI]="$(awk -v d="${FR_DUR[$LASTI]}" -v n="$NEED" 'BEGIN{printf "%.3f", d+n}')"
echo " tail hold: last frame extended by ${NEED}s so the narration is never clipped" >&2
fi
FPS=30; LIST="$TMP/frames.ffconcat"; printf 'ffconcat version 1.0\n' > "$LIST"; SUM=0; PBJSON=(); PREVNUM=-1
echo "[1/3] ${frames} frames -> ${W}x${H} @ ${FPS}fps; narration ${ADUR}s laid over the cut" >&2
for ((i=0;i<frames;i++)); do
im="${FR_IMG[i]}"; du="${FR_DUR[i]}"
[[ "$im" != *"'"* && "$im" != *$'\n'* ]] || { echo "ERROR: frame image path contains an unsupported quote or newline: $im" >&2; exit 1; }
im="$(realpath "$im")"
FR_IMG[i]="$im"
fn="$(basename "$im" | sed 's/\.[^.]*$//' | grep -Eo '[0-9]+' | tail -1 || true)"
if [[ -n "$fn" ]]; then
if (( 10#$fn <= PREVNUM )) && [[ "$ALLOWMM" != "1" ]]; then
echo "ERROR: frame order broken at manifest line $((i+1)): $(basename "$im") (number ${fn}) does not come after ${PREVNUM}. The manifest must list frameNNN in STRICT ascending timeline order — rebuild it by looping the numbered timeline 1..N, not by ls or job-finish order (--allow-mismatch to override for unnumbered files)." >&2
exit 1
fi
PREVNUM=$(( 10#$fn ))
fi
awk -v d="$du" 'BEGIN{exit (d+0>0)?0:1}' || { echo "ERROR: frame $((i+1)) has a non-positive duration '$du'" >&2; exit 1; }
awk -v d="$du" -v m="$MAXHOLD" 'BEGIN{exit (d+0>m+0)?0:1}' && { echo "ERROR: frame $((i+1)) ($im) holds ${du}s (max ${MAXHOLD}s) — slideshow feel; split it into micro-variation frames." >&2; exit 1; }
ID="$(ffprobe -v error -select_streams v:0 -show_entries stream=width,height -of csv=p=0 "$im")"
IW="${ID%%,*}"; IH="${ID##*,}"
awk -v w="$IW" -v h="$IH" -v W="$AR_W" -v H="$AR_H" 'BEGIN{ a=w/h; A=W/H; d=a-A; if(d<0)d=-d; exit (d/A<=0.02)?0:1 }' || {
echo "ERROR: frame $(basename "$im") is ${IW}x${IH} — not the video aspect (${AR_W}x${AR_H}). Asset sheets are refs, NEVER frames: regenerate in the chosen aspect_ratio." >&2; exit 1; }
printf "file '%s'\nduration %s\n" "$im" "$du" >> "$LIST"
SUM="$(awk -v s="$SUM" -v d="$du" 'BEGIN{printf "%.3f", s+d}')"
PBJSON[i]="$(printf '{"n":%d,"beat_n":%s,"start":%s,"end":%s,"image":"%s","dur":%s}' "$((i+1))" "${FR_BEAT[i]}" "${FR_START[i]}" "${FR_END[i]}" "$(basename "$im")" "$du")"
done
awk -v s="$SUM" -v a="$ADUR" -v th="$TAILHOLD" 'BEGIN{x=s-a; exit (x>=-0.2 && x<=th+0.2)?0:1}' || {
echo "ERROR: frame durations sum to ${SUM}s against ${ADUR}s of narration — outside [-0.2s, +$(awk -v th="$TAILHOLD" 'BEGIN{printf "%.1f", th+0.2}')s]. The pictures would drift off the words. Re-cut the frame timeline from the Whisper segment starts: a frame's duration is next_segment_start - this_segment_start, never an estimate." >&2; exit 1; }
printf "file '%s'\n" "${FR_IMG[$LASTI]}" >> "$LIST"
VSILENT="$TMP/vid.mp4"
echo "[2/3] encode ${frames} timed frames in one pass -> visual track" >&2
ffmpeg -y -loglevel error -f concat -safe 0 -i "$LIST" \
-vf "scale=${W}:${H}:force_original_aspect_ratio=decrease,pad=${W}:${H}:(ow-iw)/2:(oh-ih)/2:black,fps=${FPS},format=yuv420p,setsar=1" \
-t "$SUM" -an -c:v libx264 -preset veryfast -crf 20 -movflags +faststart "$VSILENT"
QUIET="$(ffmpeg -i "$AUDIO" -af "silencedetect=noise=-40dB:d=2" -f null - 2>&1 | grep -c 'silence_start: 0' || true)"
ATOT="$(ffmpeg -i "$AUDIO" -af "volumedetect" -f null - 2>&1 | awk -F': ' '/mean_volume/{print $2+0}')"
awk -v m="$ATOT" 'BEGIN{exit (m < -70)?0:1}' && { echo "ERROR: --audio is effectively silent (mean ${ATOT}dB) — bad narration track; do NOT deliver." >&2; exit 1; }
echo "[3/3] lay narration + finalize -> $OUT" >&2
ln2b() { ffmpeg -hide_banner -i "$1" -af "loudnorm=I=-16:TP=-1.5:LRA=11:print_format=json" -f null - 2>&1 \
| awk '/"input_i"/{i=$3}/"input_tp"/{t=$3}/"input_lra"/{l=$3}/"input_thresh"/{h=$3}/"target_offset"/{o=$3}{gsub(/[",]/,"",i);gsub(/[",]/,"",t);gsub(/[",]/,"",l);gsub(/[",]/,"",h);gsub(/[",]/,"",o)}END{printf "measured_I=%s:measured_TP=%s:measured_LRA=%s:measured_thresh=%s:offset=%s", i,t,l,h,o}'; }
NARRN="$TMP/narr_matched.wav"
if ffmpeg -y -loglevel error -i "$AUDIO" -af "loudnorm=I=-19:TP=-1.5:LRA=11" -ar 44100 -ac 2 "$NARRN" 2>/dev/null; then
echo " narration level-matched to -19 LUFS before the bed" >&2
AUDIO="$NARRN"
fi
if [[ -n "$MUSIC" ]]; then
BEDG="$(bed_gain_db "$AUDIO" "$MUSIC" "$MVOL")"
echo " music bed: measured against the speech -> ${BEDG} dB (then ducked under the voice)" >&2
ffmpeg -y -loglevel error -i "$VSILENT" -i "$AUDIO" -stream_loop -1 -i "$MUSIC" \
-filter_complex "[1:a]aformat=sample_rates=44100:channel_layouts=stereo,asplit=2[vo][key];[2:a]aformat=sample_rates=44100:channel_layouts=stereo,volume=${BEDG}dB[m];[m][key]sidechaincompress=threshold=0.02:ratio=8:attack=10:release=300[duck];[vo][duck]amix=inputs=2:duration=first:normalize=0[a]" \
-map 0:v -map "[a]" -shortest -c:v copy -c:a aac -b:a 192k "$TMP/mix.mp4"
else
ffmpeg -y -loglevel error -i "$VSILENT" -i "$AUDIO" \
-filter_complex "[1:a]aformat=sample_rates=44100:channel_layouts=stereo[a]" \
-map 0:v -map "[a]" -shortest -c:v copy -c:a aac -b:a 192k "$TMP/mix.mp4"
fi
LN="$(ln2b "$TMP/mix.mp4")"
OUT_CANDIDATE="$TMP/final_candidate.mp4"
if [[ "$LN" == *measured_I=-* ]]; then
ffmpeg -y -loglevel error -i "$TMP/mix.mp4" -af "loudnorm=I=-16:TP=-1.5:LRA=11:${LN}:linear=true" -c:v copy -c:a aac -b:a 192k "$OUT_CANDIDATE"
else
ffmpeg -y -loglevel error -i "$TMP/mix.mp4" -af "loudnorm=I=-16:TP=-1.5:LRA=11" -c:v copy -c:a aac -b:a 192k "$OUT_CANDIDATE"
fi
DERR="$( (ffmpeg -v error -xerror -i "$OUT_CANDIDATE" -f null - ) 2>&1 | head -3 || true)"
[[ -n "$DERR" ]] && { echo "ERROR: final failed decode validation:" >&2; echo "$DERR" >&2; exit 1; }
POSTER="${OUT%.mp4}_poster.jpg"
POSTER_CANDIDATE="$TMP/final_poster.jpg"
ffmpeg -y -loglevel error -ss 1 -i "$OUT_CANDIDATE" -frames:v 1 -q:v 2 "$POSTER_CANDIDATE" || true
[[ -s "$POSTER_CANDIDATE" ]] || ffmpeg -y -loglevel error -i "$OUT_CANDIDATE" -frames:v 1 -q:v 2 "$POSTER_CANDIDATE" || true
FDUR="$(ffprobe -v error -show_entries format=duration -of csv=p=0 "$OUT_CANDIDATE")"
SIDE="${OUT}.assembly.json"
SIDE_CANDIDATE="$TMP/final.assembly.json"
{ printf '{"manifest_version":2,"timeline_version":2,"assembly_attempts":%d,"script":"assemble_slides.sh","mode":"frame-by-frame","out":"%s","frames":%d,"narration_s":%s,"actual_s":%s' \
"$ASSEMBLY_ATTEMPT" "$(basename "$OUT")" "$frames" "$ADUR" "$FDUR"
if [[ -n "$REQUESTED_SECONDS" ]]; then
printf ',"requested_s":%d,"blocks":%d' "$REQUESTED_SECONDS" "$DURATION_BLOCKS"
fi
printf ',"width":%s,"height":%s,"fps":"%s","music":%s,"music_vol":%s,"gate":"one continuous narration over the cut, per-frame durations sum to narration -0.2/+0.6s (deliberate tail hold on the last frame), max-hold %ss, all frames in aspect, 1080p cap, ducked bed, 2-pass linear loudnorm -16, full decode","per_frame":[' \
"$W" "$H" "$FPS" "$([[ -n "$MUSIC" ]] && echo true || echo false)" "$MVOL" "$MAXHOLD"
for ((i=0;i<frames;i++)); do printf '%s%s' "${PBJSON[i]}" "$([[ $i -lt $((frames-1)) ]] && echo ,)"; done
printf '],"ts":"%s"}\n' "$(date -u +%Y-%m-%dT%H:%M:%SZ)"; } > "$SIDE_CANDIDATE"
mv "$OUT_CANDIDATE" "$OUT"
[[ -s "$POSTER_CANDIDATE" ]] && mv "$POSTER_CANDIDATE" "$POSTER"
mv "$SIDE_CANDIDATE" "$SIDE"
echo "ASSEMBLY-SIDECAR: $SIDE" >&2
[[ -s "$POSTER" ]] && echo "POSTER: $POSTER" >&2
echo "DONE: $OUT (ONE file, ${frames} frames, narration ${ADUR}s, actual ${FDUR}s; decode-validated)" >&2
exit 0
fi
if [[ -n "$MANIFEST" ]]; then
[[ -f "$MANIFEST" ]] || { echo "ERROR: --manifest not found: $MANIFEST" >&2; exit 1; }
while read -r f1 f2 f3 _extra; do
[[ -z "$f1" || "$f1" == \#* ]] && continue
if [[ -n "$f3" ]]; then ARGS+=("$f1|$f2" "$f3")
elif [[ -n "$f2" ]]; then ARGS+=("$f1" "$f2")
else echo "ERROR: manifest line has no voice file: '$f1'" >&2; exit 1; fi
done < "$MANIFEST"
fi
for b in ffmpeg ffprobe awk; do command -v "$b" >/dev/null 2>&1 || { echo "ERROR: '$b' not found" >&2; exit 1; }; done
n=${#ARGS[@]}
(( n >= 2 && n % 2 == 0 )) || { echo "ERROR: pass image/voice PAIRS (or --manifest)" >&2; exit 1; }
pairs=$(( n / 2 ))
if [[ -n "$BLOCKS" ]] && (( pairs != BLOCKS )); then
echo "ERROR: --blocks $BLOCKS declared but $pairs pairs supplied — a missing/extra beat. Fix the manifest; do NOT assemble a partial video." >&2; exit 1
fi
[[ -z "$BLOCKS" ]] && { echo "ERROR: --blocks N is REQUIRED — pass the expected beat count (a dropped beat must FAIL, not ship; short runs included)." >&2; exit 1; }
[[ -n "$MUSIC" && ! -f "$MUSIC" ]] && { echo "ERROR: --music file not found: $MUSIC" >&2; exit 1; }
TMP="$(mktemp -d)"; trap 'rm -rf "$TMP"' EXIT
PBJSON=() # per-beat sidecar entries (machine-readable assembly manifest)
img0="${ARGS[0]%%|*}" # first image (strip the X2 "|imgB" part if line 1 is a triple)
DIMS="$(ffprobe -v error -select_streams v:0 -show_entries stream=width,height -of csv=p=0 "$img0")"
W="${DIMS%%,*}"; H="${DIMS##*,}"
W=$(( (W/2)*2 )); H=$(( (H/2)*2 ))
AR_W="$W"; AR_H="$H" # the video's aspect — every slide image must match it
if (( W > 1920 || H > 1920 )); then
read -r W H <<< "$(awk -v w="$W" -v h="$H" 'BEGIN{ m=(w>h)?w:h; s=1920/m; w2=int(w*s/2)*2; h2=int(h*s/2)*2; print w2, h2 }')"
echo " output capped to ${W}x${H} (1080p-class; long side <=1920)" >&2
fi
FPS=30
echo "[1/3] ${pairs} slides -> ${W}x${H} @ ${FPS}fps; slide = its take's length (+${BREATH}s breath, min ${MINSLIDE}s)" >&2
LIST="$TMP/list.txt"; : > "$LIST"
BOUNDS="$TMP/bounds.txt"; : > "$BOUNDS"
TCUM=0
for ((i=0;i<pairs;i++)); do
imgspec="${ARGS[i*2]}"; voice="${ARGS[i*2+1]}"
imgA="${imgspec%%|*}"; imgB=""
[[ "$imgspec" == *"|"* ]] && imgB="${imgspec##*|}"
[[ -f "$imgA" ]] || { echo "ERROR: image not found: $imgA" >&2; exit 1; }
[[ -n "$imgB" && ! -f "$imgB" ]] && { echo "ERROR: image not found: $imgB" >&2; exit 1; }
[[ -f "$voice" ]] || { echo "ERROR: voice not found: $voice" >&2; exit 1; }
cn="$(basename "$imgA" | sed 's/\.[^.]*$//' | grep -Eo '[0-9]+' | tail -1 || true)"
vn="$(basename "$voice" | sed 's/\.[^.]*$//' | grep -Eo '[0-9]+' | tail -1 || true)"
if [[ -z "$imgB" && -n "$cn" && -n "$vn" ]] && (( 10#$cn != 10#$vn )); then
if [[ "$ALLOWMM" == "1" ]]; then
echo "WARN: beat $((i+1)) mixes numbers: $(basename "$imgA") + $(basename "$voice") (--allow-mismatch)." >&2
else
echo "ERROR: beat $((i+1)) mixes numbers: $(basename "$imgA") + $(basename "$voice") — the voice would land on the WRONG picture. Fix the manifest order (or pass --allow-mismatch only for truly unnumbered files)." >&2
exit 1
fi
fi
for im in "$imgA" ${imgB:+"$imgB"}; do
ID="$(ffprobe -v error -select_streams v:0 -show_entries stream=width,height -of csv=p=0 "$im")"
IW="${ID%%,*}"; IH="${ID##*,}"
awk -v w="$IW" -v h="$IH" -v W="$AR_W" -v H="$AR_H" 'BEGIN{ a=w/h; A=W/H; d=a-A; if(d<0)d=-d; exit (d/A<=0.02)?0:1 }' || {
echo "ERROR: slide image $(basename "$im") is ${IW}x${IH} — not the video aspect (${AR_W}x${AR_H} from slide 1). Asset sheets are refs, NEVER slides: regenerate this beat's FRAME in the chosen aspect_ratio." >&2
exit 1; }
done
A="$(ffprobe -v error -show_entries format=duration -of csv=p=0 "$voice")"
DUR="$(awk -v a="$A" -v br="$BREATH" -v mn="$MINSLIDE" 'BEGIN{d=a+br; if(d<mn)d=mn; printf "%.3f", d}')"
HOLD="$DUR"; [[ -n "$imgB" ]] && HOLD="$(awk -v d="$DUR" 'BEGIN{printf "%.3f", d/2}')"
awk -v h="$HOLD" -v m="$MAXHOLD" 'BEGIN{exit (h>m)?0:1}' && {
echo "ERROR: beat $((i+1)) holds one frame ${HOLD}s (max ${MAXHOLD}s) — slideshow feel. Split the beat (X2 pair / micro-variation) or tighten the phrase; long holds do not ship." >&2
exit 1; }
seg="$TMP/s_$(printf '%03d' "$i").mp4"
VFILT="scale=${W}:${H}:force_original_aspect_ratio=decrease,pad=${W}:${H}:(ow-iw)/2:(oh-ih)/2:black,fps=${FPS},format=yuv420p,setsar=1"
if [[ -n "$imgB" ]]; then
D1="$(awk -v d="$DUR" 'BEGIN{printf "%.3f", d/2}')"
D2="$(awk -v d="$DUR" -v h="$D1" 'BEGIN{printf "%.3f", d-h}')"
ffmpeg -y -loglevel error -loop 1 -t "$D1" -i "$imgA" -loop 1 -t "$D2" -i "$imgB" -i "$voice" \
-filter_complex "[0:v]${VFILT}[va];[1:v]${VFILT}[vb];[va][vb]concat=n=2:v=1:a=0[v];[2:a]aformat=sample_rates=44100:channel_layouts=stereo,apad[a]" \
-map "[v]" -map "[a]" -t "$DUR" -c:v libx264 -preset veryfast -crf 20 -c:a aac -b:a 192k "$seg"
printf ' beat %03d: take %.2fs -> slide %ss (TWO frames, cut at %ss) (at %ss)\n' "$((i+1))" "$A" "$DUR" "$D1" "$TCUM" >&2
else
ffmpeg -y -loglevel error -loop 1 -i "$imgA" -i "$voice" \
-filter_complex "[0:v]${VFILT}[v];[1:a]aformat=sample_rates=44100:channel_layouts=stereo,apad[a]" \
-map "[v]" -map "[a]" -t "$DUR" -c:v libx264 -preset veryfast -crf 20 -c:a aac -b:a 192k "$seg"
printf ' beat %03d: take %.2fs -> slide %ss (at %ss)\n' "$((i+1))" "$A" "$DUR" "$TCUM" >&2
fi
echo "file '$seg'" >> "$LIST"
TEND="$(awk -v c="$TCUM" -v d="$DUR" 'BEGIN{printf "%.3f", c+d}')"
printf '%s %s %s\n' "$((i+1))" "$TCUM" "$TEND" >> "$BOUNDS"
PBJSON[i]="$(printf '{"n":%d,"images":"%s","voice":"%s","take_s":%.2f,"slide_s":%s,"start_s":%s,"x2":%s}' \
"$((i+1))" "$(basename "$imgA")$([[ -n "$imgB" ]] && echo "+$(basename "$imgB")")" "$(basename "$voice")" \
"$A" "$DUR" "$TCUM" "$([[ -n "$imgB" ]] && echo true || echo false)")"
TCUM="$TEND"
done
VOTRACK="$TMP/joined.mp4"
echo "[2/3] concat ${pairs} slides -> single track" >&2
ffmpeg -y -loglevel error -f concat -safe 0 -i "$LIST" -c:v libx264 -preset veryfast -crf 20 -c:a aac -movflags +faststart "$VOTRACK"
QUIET="$(ffmpeg -i "$VOTRACK" -af "silencedetect=noise=-18dB:d=0.9" -f null - 2>&1 | grep -Eo 'silence_(start|end): *[0-9.]+' || true)"
EMPTY="$(awk -v BF="$BOUNDS" '
BEGIN { while ((getline line < BF) > 0) { split(line,b," "); idx[++nb]=b[1]; st[nb]=b[2]; en[nb]=b[3] } }
/silence_start/ { s[++k]=$NF+0; next }
/silence_end/ { e[k]=$NF+0 }
END {
for (i=1;i<=nb;i++) {
ws=st[i]+0.15; we=en[i]-0.35; if (we<=ws) continue;
for (j=1;j<=k;j++) { ee=(e[j]>0)?e[j]:1e9;
if (s[j]<=ws && ee>=we) { printf "%s%s", (out++?",":""), idx[i]; break } } } }' <<< "$QUIET")"
if [[ -n "$EMPTY" ]]; then
echo "ERROR: beats [$EMPTY] have NO narration in their segments — a voice file is silent/mispaired. Fix the inputs and re-run; do NOT deliver." >&2
exit 1
fi
echo " narration present in all ${pairs} segments" >&2
echo "[3/3] finalize -> $OUT" >&2
ln2_args() {
ffmpeg -hide_banner -i "$1" -af "loudnorm=I=-16:TP=-1.5:LRA=11:print_format=json" -f null - 2>&1 \
| awk '/"input_i"/{i=$3}/"input_tp"/{t=$3}/"input_lra"/{l=$3}/"input_thresh"/{h=$3}/"target_offset"/{o=$3}
{gsub(/[",]/,"",i);gsub(/[",]/,"",t);gsub(/[",]/,"",l);gsub(/[",]/,"",h);gsub(/[",]/,"",o)}
END{printf "measured_I=%s:measured_TP=%s:measured_LRA=%s:measured_thresh=%s:offset=%s", i,t,l,h,o}'
}
if [[ -n "$MUSIC" ]]; then
MIXED="$TMP/mixed.mp4"
ffmpeg -y -loglevel error -i "$VOTRACK" -stream_loop -1 -i "$MUSIC" \
-filter_complex "[0:a]aformat=sample_rates=44100:channel_layouts=stereo,asplit=2[vo][key];[1:a]aformat=sample_rates=44100:channel_layouts=stereo,volume=${MVOL}[m];[m][key]sidechaincompress=threshold=0.02:ratio=8:attack=10:release=300[duck];[vo][duck]amix=inputs=2:duration=first:normalize=0[a]" \
-map 0:v -map "[a]" -shortest -c:v copy -c:a aac -b:a 192k "$MIXED"
SRC="$MIXED"
else
SRC="$VOTRACK"
fi
LNARGS="$(ln2_args "$SRC")"
if [[ "$LNARGS" == *measured_I=-* ]]; then
ffmpeg -y -loglevel error -i "$SRC" -af "loudnorm=I=-16:TP=-1.5:LRA=11:${LNARGS}:linear=true" -c:v copy -c:a aac -b:a 192k "$OUT"
else
echo "WARN: loudness measurement failed — falling back to single-pass loudnorm." >&2
ffmpeg -y -loglevel error -i "$SRC" -af "loudnorm=I=-16:TP=-1.5:LRA=11" -c:v copy -c:a aac -b:a 192k "$OUT"
fi
FDUR="$(ffprobe -v error -show_entries format=duration -of csv=p=0 "$OUT")"
awk -v d="$FDUR" -v e="$TCUM" 'BEGIN{x=d-e; if(x<0)x=-x; exit (x<=1.5)?0:1}' || {
echo "ERROR: final duration ${FDUR}s != expected ${TCUM}s — do NOT deliver; investigate the inputs." >&2; exit 1; }
ADUR="$(ffprobe -v error -select_streams a:0 -show_entries stream=duration -of csv=p=0 "$OUT" | head -1)"
[[ -z "$ADUR" || "$ADUR" == "N/A" ]] && { echo "ERROR: final has no readable audio stream — do NOT deliver." >&2; exit 1; }
DERR="$( (ffmpeg -v error -xerror -i "$OUT" -f null - ) 2>&1 | head -3 || true)"
[[ -n "$DERR" ]] && { echo "ERROR: final failed decode validation — corrupted stream; do NOT deliver:" >&2; echo "$DERR" >&2; exit 1; }
POSTER="${OUT%.mp4}_poster.jpg"
ffmpeg -y -loglevel error -ss 1 -i "$OUT" -frames:v 1 -q:v 2 "$POSTER" || true
if [[ ! -s "$POSTER" ]]; then
ffmpeg -y -loglevel error -i "$OUT" -frames:v 1 -q:v 2 "$POSTER" || true
fi
[[ -s "$POSTER" ]] && echo "POSTER: $POSTER" >&2 || echo "WARN: poster extraction failed (no $POSTER)" >&2
SIDE="${OUT}.assembly.json"
{
printf '{"script":"assemble_slides.sh","out":"%s","beats":%d,"total_s":%s,"actual_s":%s' \
"$(basename "$OUT")" "$pairs" "$TCUM" "$FDUR"
if [[ -n "$REQUESTED_SECONDS" ]]; then
printf ',"requested_s":%d,"blocks":%d' "$REQUESTED_SECONDS" "$DURATION_BLOCKS"
fi
printf ',"width":%s,"height":%s,"fps":"%s","breath":%s,"min_slide":%s,"music":%s,"music_vol":%s,"gate":"slide = take duration + breath (min slide), all slides in the video aspect (asset sheets rejected), 1080p-class cap, narration in every segment (silencedetect -18dB), 2-pass linear loudnorm -16, duration match, full decode","per_beat":[' \
"$W" "$H" "$FPS" "$BREATH" "$MINSLIDE" \
"$([[ -n "$MUSIC" ]] && echo true || echo false)" "$MVOL"
for ((i=0;i<pairs;i++)); do printf '%s%s' "${PBJSON[i]}" "$([[ $i -lt $((pairs-1)) ]] && echo ,)"; done
printf '],"ts":"%s"}\n' "$(date -u +%Y-%m-%dT%H:%M:%SZ)"
} > "$SIDE"
echo "ASSEMBLY-SIDECAR: $SIDE" >&2
echo "DONE: $OUT (ONE file, ${pairs} slides, ${TCUM}s total, actual ${FDUR}s; decode-validated)" >&2
Requirements and compatibility
Written for: Claude Code
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Declares allowed tools, Claude Code frontmatter, Needs Python
Security
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- Scripts that your agent may run
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Attribution and licence
- Published by
- Higgsfield AI
- Publisher
- Higgsfield AI (Official)
- Source
- higgsfield-ai/skills · higgsfield-faceless-video · commit 2700040
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
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Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download higgsfield-faceless-video.zip