video_editing_poc/docs
JSLMPR 407f6b5e04 Tier-2 caption-driven shot selection (semantic editor, not just decorator)
The vision director now captions several beat frames (two questions per frame in
one worker call: a discriminative description + a punchy label) and turns the
descriptions into a per-window "highlight-worthiness" curve via generic
emotion/action/idle keyword scoring (semanticScore/semanticCurve). The montage
director blends that curve with audio to place the payoff on the semantically
strongest moment; the payoff label becomes the bold overlay and the description
flavors the music. Everything is content-agnostic and fails soft to the measured
cut. Verified on bowling: the payoff moved onto moondream's detected celebration.

Honest limit: a small VLM on distant subjects is only weakly discriminative;
descriptive questions beat terse ones (which collapse to a constant answer).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MPuJXQyAeWpFcTtcnxo1UN
2026-07-24 01:31:48 +02:00
..
alerts.md Added the next operational-readiness artifact in docs/alerts.md and marked Alerts complete in docs/video-clipping-service-implementation-plan.md:722. 2026-07-10 00:20:31 +02:00
autoscaling-policies.md • The next step is done and the plan is updated. Autoscaling policies is now marked complete in docs/video-clipping-service-implementation-plan.md:717. 2026-07-09 19:00:31 +02:00
backup-and-restore-validation.md • Added the backup/restore validation artifact at docs/backup-and-restore-validation.md and marked Backup and restore validation complete in docs/video-clipping-service-implementation-plan.md:724. 2026-07-10 00:27:26 +02:00
cinematic-editing-runbook.md - Implement end-to-end cinematic highlight rendering pipeline 2026-07-12 01:20:18 +02:00
cinematic-highlight-acceptance-review.md docs: add P3.6 acceptance review (frozen thresholds + rubric); Gate A measured PASS 2026-07-22 11:59:06 +02:00
cinematic-highlight-operator-checklist.md add asset generation 2026-07-21 10:03:27 +02:00
cinematic-highlight-poc-plan.md Automatic two-tier highlight director + source-adaptive rendering 2026-07-23 22:49:05 +02:00
cinematic-quality-rules.md Tier-2 caption-driven shot selection (semantic editor, not just decorator) 2026-07-24 01:31:48 +02:00
cinematic-video-editing-service-plan.md • working version but not cinematic 2026-07-11 00:32:46 +02:00
cost-model-by-video-minute.md I added a reproducible cost-model harness in src/test/java/org/example/videoclips/perf/CostModelBenchmarkHarness.java:1 that turns the checked-in FFmpeg and object-storage benchmark baselines into per-source-minute estimates 2026-07-09 19:04:23 +02:00
dashboards.md Updated the prompt in docs/grafana-dashboard-creation-prompt.md so the VPS AI now has the full next-step instructions: generate the dashboard JSON, save it to dashboards/video-clipping-overview-grafana.json, and verify the 2026-07-10 00:17:51 +02:00
dlq-redrive-procedure.md • Added the DLQ redrive artifact at docs/dlq-redrive-procedure.md and marked DLQ redrive procedure complete in docs/video-clipping-service-implementation-plan.md:725. 2026-07-10 00:29:26 +02:00
ffmpeg-preset-benchmark-baseline.md • The next plan item is done and the plan is updated. Object-storage bandwidth tests is now marked complete in docs/video-clipping-service-implementation-plan.md:713. 2026-07-09 01:33:24 +02:00
grafana-dashboard-creation-prompt.md Updated the prompt in docs/grafana-dashboard-creation-prompt.md so the VPS AI now has the full next-step instructions: generate the dashboard JSON, save it to dashboards/video-clipping-overview-grafana.json, and verify the 2026-07-10 00:17:51 +02:00
highlight-rendering-gap-closure-plan.md Add highlight rendering gap closure plan 2026-07-11 17:26:36 +02:00
input-folder-scheduler-plan.md Configure folder scheduler in YAML 2026-07-10 12:24:16 +02:00
load-test-signoff.md • Added the signoff artifact at docs/load-test-signoff.md and marked Load-test signoff complete in docs/video-clipping-service-implementation-plan.md:726. 2026-07-10 00:30:56 +02:00
local-cinematic-asset-worker-prompt.md add asset generation 2026-07-21 10:03:27 +02:00
local-cv-visual-analysis-guide.md Add local CV worker readiness checks 2026-07-11 17:46:40 +02:00
object-storage-bandwidth-benchmark-baseline.md • The next plan item is done and the plan is updated. Object-storage bandwidth tests is now marked complete in docs/video-clipping-service-implementation-plan.md:713. 2026-07-09 01:33:24 +02:00
production-cinematic-ai-director-prompt.md - Implement end-to-end cinematic highlight rendering pipeline 2026-07-12 01:20:18 +02:00
production-cinematic-highlight-editing-plan.md - Implement end-to-end cinematic highlight rendering pipeline 2026-07-12 01:20:18 +02:00
queue-visibility-timeout-tuning.md • I completed the next plan item and updated the checklist. Queue visibility-timeout tuning is now marked done in docs/video-clipping-service-implementation-plan.md:716. 2026-07-09 18:37:57 +02:00
runbooks.md • Added the runbook artifact at docs/runbooks.md and marked Runbooks complete in docs/video-clipping-service-implementation-plan.md:723. 2026-07-10 00:22:35 +02:00
video-clipping-service-implementation-plan.md • clip video locally plan 2026-07-10 00:49:29 +02:00
video-clipping-service-planning-prompt.md initial 2026-07-08 17:00:58 +02:00
worker-cpu-disk-benchmark-baseline.md I continued with the next plan step and updated the plan. 2026-07-09 01:25:04 +02:00