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learn-agent
A collection of notes on building coding agents, derived from the production development of the desktop agent Reina, with each mechanism simplified into a zero-dependency, single-file Node.js demo.
finaltake-agent
FinalTake Agent is an Adobe Premiere Pro plugin that uses a local Node.js/Python service with ffmpeg and faster-whisper to automatically remove silences and repeated takes from timelines and generate minimal romanized Hinglish captions.
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MIT
Last updated
2026-07-31
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FR-AI / ANALYSISWhy it is worth attention
It addresses real Premiere editing pain points despite API limitations: it performs cross-track ripple-like cuts using clone-based splits, offers offline fuzzy fallback when no LLM key is present, and adds Hinglish captions via LLM romanization.
Who it is for
- Premiere Pro editors working with talking-head and screen-recording content
- Hinglish or bilingual content creators
- Video teams wanting automated post-production cleanup
- Developers exploring AI-assisted editing plugins
Use cases
- Removing silences from screen recordings or talking-head videos while keeping b-roll and other tracks in sync
- Automatically detecting re-recorded takes and keeping only the last one
- Generating word-level, 3–4 word romanized Hinglish SRT captions from cut timelines
- Quickly tightening long recordings into cleaner edits within Premiere
Strengths
- Preserves clip positions and effects with clone-based splits while cutting across all tracks
- Uses only V1/A1 for analysis, so other tracks stay in sync automatically
- Optional LLM improves duplicate detection and Hinglish captions, but offline fuzzy matching and raw-transcript captions still work without an API key
- Includes 37 unit tests covering cut mapping, dedup, captions, and LLM parsing
Considerations
- Requires Premiere Pro 25.6+, UXP Developer Tool, Node.js, ffmpeg, and Python, making setup fairly involved
- Only 1x-speed clips are cut; nested sequences, multicam, and offline clips are skipped by design
- Premiere's caption API is read-only, so generated SRT files must be manually dragged onto the timeline, and undo requires multiple Cmd-Z steps per cut
README quick start
Usage
Description
AI editing agent for Adobe Premiere Pro: silence removal, repeated-take dedup (LLM), and minimal Hinglish captions. UXP panel + local Node server.
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