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🧪 Phase 1 Production Testing Matrix Effort Estimates
This document details the targeted test suite specifications and development velocity estimates required to bring the
Data Foundation Autofill Pipeline ...
AI Content planning
AI Content Strategy
Align the CI PR-title check to Conventional Commits, complete the issue templates, and document the lowercase + grey
label rule. Part of the Filigran-wide convention alignment.
Problem
All transitions use crossfade. Climax beats need hard cuts for urgency.
Solution
Context-aware transitions: hard cut on Body→Climax transition (section 3→4), crossfade elsewhere.
Acceptance ...
enhancement
Problem
LLM generates broken Korean: 느낌이 했습니다 (should be 느낌이 들었습니다 ). Need grammar post-processing.
Solution
Pattern-based Korean grammar fixes for common LLM errors.
Acceptance Criteria
- Known ...
enhancement
Parent
Architectural review — cross-cutting cohesion. La convention path.extension a été introduite comme prototype par #56
(/taxes/accise/rapport.xlsx, .../detail.xlsx, .../detail.arrow). Cette PR la ...
ready-for-agent
Problem
10.7s average per static scene — too long for Shorts. Target: 5-7s max with subtle zoom motion.
Solution
1. Split scenes 7s into sub-beats
2. Apply subtle zoom (1.0→1.05x) via FFmpeg zoompan ...
enhancement
Problem
Oracle quality review found output audio at -31.6 LUFS — far too quiet for YouTube Shorts (target: -14 to -16 LUFS).
Solution
Add FFmpeg loudnorm filter to final render: loudnorm=I=-14:TP=-1:LRA=11 ...
enhancement
Align the CI PR-title check to Conventional Commits, complete the issue templates, and document the lowercase + grey
label rule. Part of the Filigran-wide convention alignment.
needs triage
solved
I m running the latest version of generic-zic-downloader.py with Python 3.10.11, BeautifulSoup4 4.14.3, Pysocks 1.7.1
and rich 15.0.0.
I ve used it in the past without problems but today I m running in ...

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