xiongjingzhi/jingzhi-ai/video-remix

Video Remix

Overview

Convert one video source (local path or URL) into four artifacts:

• timestamped transcript
• AI-corrected transcript
• short speaking script
• long-form article

The pipeline supports:

• auto mode: run end-to-end
• step mode: pause at checkpoints and continue with resume

When to Use

Use this skill when:

• you need fast content repurposing from video to text
• you want a resumable pipeline (run_id) instead of one-shot scripts
• you need both short and long written outputs from the same source

Do not use this skill when:

• input is already a text transcript (no video/audio processing needed)
• you need direct publishing to platforms (out of current scope)

Inputs

• --source: local video path or URL
• --mode: auto or step
• --output: both, short, or long
• --run-id (optional but recommended for tracking/resume)
• --base-dir (optional, default runs)
• transcript correction provider: default agent with fallback order claude -> codex -> openai
• set VIDEO_REMIX_LLM_PROVIDER=claude|codex|openai|agent to choose the preferred provider
• local Claude provider uses the machine claude CLI; OpenAI provider requires OPENAI_API_KEY

Commands

Full pipeline

video-remix --source "./demo.mp4" --mode auto --output both --run-id run-demo

video-remix --source "https://example.com/video" --mode step --output both --run-id run-step

Resume paused run

video-remix resume --run run-step

Stage-by-stage

video-remix ingest --source "./demo.mp4" --run-id run-1
video-remix transcribe --run run-1
video-remix transcript --run run-1
video-remix analyze --run run-1
video-remix style --run run-1 --style-samples ./samples --style-rules ./rules.txt
video-remix rewrite --run run-1 --output both

Output Contract

For each run: runs/<run_id>/

Required artifacts:

• 02_transcribe/transcript.timestamped.md
• 02_transcribe/transcript.jsonl
• 02_transcribe/transcript.corrected.md
• 03_analyze/analysis.md
• 04_style/style_profile.json
• 05_rewrite/diff.style-applied.md
• final/script.short.md
• final/article.long.md