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Updated 6d ago

by zenstory-ai

video-recap-skills

Claude Code / Codex skills that turn a video into a Chinese narration recap (视频解说): scene detection, ASR, VLM, script, TTS, ffmpeg assembly, optional editable JianYing / CapCut draft export (剪映草稿导出). Local ffmpeg + one MiMo key, no GPU. | 用 Claude Code skills 把视频做成中文解说成片，可选一键导出可编辑剪映草稿。

  • Active — Updated in the last 14 days
Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

601 GitHub stars (601)

+52 in 30 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Nov 5: +68 in total; the busiest day was Oct 15 with +6 stars.Sep 27: 0 starsSep 28: +5 starsSep 29: +3 starsSep 30: 0 starsOct 1: +1 starsOct 2: 0 starsOct 3: +3 starsOct 4: +3 starsOct 5: +1 starsOct 6: 0 starsOct 7: +4 starsOct 8: +2 starsOct 9: +4 starsOct 10: +1 starsOct 11: +1 starsOct 12: +2 starsOct 13: +4 starsOct 14: +1 starsOct 15: +6 starsOct 16: +1 starsOct 17: +4 starsOct 18: 0 starsOct 19: +1 starsOct 20: +2 starsOct 21: +1 starsOct 22: +2 starsOct 23: +3 starsOct 24: +1 starsOct 25: 0 starsOct 26: +1 starsOct 27: +2 starsOct 28: 0 starsOct 29: +3 starsOct 30: +2 starsOct 31: +1 starsNov 1: +1 starsNov 2: +2 starsNov 3: +1 starsNov 4: −1 starsNov 5: 0 stars
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Nov 50
  • 7 skills (7 skills found in its SKILL.md files)
  • 111 forks (111 forks)
  • 6d ago last update (Last updated 6d ago)

Install

Skills CLI

npx skills add zenstory-ai/video-recap-skills

Asks which skills and agents to install. Just one: npx skills add zenstory-ai/video-recap-skills --skill video-assemble — add -g for every project.

Claude Code

git clone https://github.com/zenstory-ai/video-recap-skillscp -r "video-recap-skills/skills/video-assemble" ~/.claude/skills/

Copies the video-assemble skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add zenstory-ai/video-recap-skills

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • video-assemble

    合成视频解说最终成片：把旁白音频铺到源视频上，按旁白窗口压低原声，生成 SRT / ASS 字幕并可烧录， 最后做响度标准化。作为最终合成阶段使用。输入源视频、tts_meta.json 与旁白位置； 输出 recap 成片和字幕。触发词：视频合成、混音、字幕、压字幕、assemble video、mux、ducking、subtitles、成片。

    skills/video-assemble/SKILL.md on GitHub (opens in a new tab)

  • video-cut

    把长视频按 Agent 选择的原片区间剪成短片。作为两阶段创作流程中的剪辑环节，读取 clip_plan.json 与源视频， 输出 edited_source.mp4；随后 Agent 按输出时间线写 narration.json。支持单视频与多视频（sources manifest）拼剪， 本工具不读取、不映射旁白。 触发词：视频剪辑、剪辑式解说、video cut、clip plan、拼剪。

    skills/video-cut/SKILL.md on GitHub (opens in a new tab)

  • video-recap

    从输入视频生成中文解说成片或原声剧情短片。用户提供 .mp4 / .mov / .mkv / .webm，并要求剪辑、添加旁白、 配音、总结、短剧/电视剧/电影/纪录片/科普解说时使用。负责编排 video-* 技能链：视频理解 → Agent 制定故事与视听方案 → 剪辑 → 配音 → 合成。触发词：视频解说、视频旁白、生成解说、 视频 recap、video recap、voiceover、narration、auto-dub、recap。

    skills/video-recap/SKILL.md on GitHub (opens in a new tab)

  • video-reference

    按需把一部成片拆成可复用的制作参考：测镜头节奏与响度，标注段落与音轨分工，把原片事实与可迁移方法分开， 导出不含原片人名台词的 production_reference.json 供下次制作参考。不在默认生产路径上。 触发词：拆片、拆解成片、制作参考、参考模板、production reference。

    skills/video-reference/SKILL.md on GitHub (opens in a new tab)

  • video-script

    对已完成分析的视频进行导演与剪辑策划，再写带时间戳的中文解说并校验；也处理已有短片的 宣发标题、花字修订和外部文案回填。普通策划输入 work_dir 的 agent_narration_brief.md 与 vlm_analysis.json；文案返修输入当前成片的工程与内容证据。策划输出 recap_story_plan.json、visual_audio_board.json、 可选 style_card.json、cut 模式需要的 clip_plan.json，以及通过校验的 narration.json；仅宣发文案任务交付提案或回填既有包装计划。 外发说明：只有建议型评审 review.py 联网，它把旁白稿全文与理解证据、策划文件的文字摘录发到 MiMo chat 接口 （MIMO_API_KEY / MIMO_API_URL，不发视频、图片或音频）；单独使用时只在显式执行…

    skills/video-script/SKILL.md on GitHub (opens in a new tab)

  • video-understanding

    把视频分析为结构化理解索引：场景检测、ASR 转写、逐场景 VLM 观察、静音窗口、融合时间线和写作 brief。 用于理解、索引或总结视频，也作为后续创作前的分析阶段。输入视频文件；输出 scenes.json、 asr_result.json、vlm_analysis.json、silence_periods.json、timeline_fusion.json、agent_narration_brief.md。 触发词：视频理解、视频分析、视频索引、video understanding、analyze video、看懂视频。

    skills/video-understanding/SKILL.md on GitHub (opens in a new tab)

  • video-voiceover

    把带时间戳的 narration.json 合成为中文解说音频。使用 MiMo TTS（mimo-v2.5-tts）或 Fish Audio（s2.1-pro-free）或显式配置的通用 IndexTTS HTTP 服务逐段生成语音， 按时间窗动态适配语速并处理响度；输入输出时间线上的旁白，产出 tts_segments 与 tts_meta.json。 外发说明：每段旁白文字会发给所选 TTS 服务（MiMo / Fish Audio / 用户自托管的 IndexTTS），--voice-ref 的参考音频会发给 MiMo。 另含实验性的英译中 dub 路径：只在显式选择 dub 模式并传 --confirm-voice-rights 时运行，会把源视频音频发到 MiMo ASR， 并以原说话人的声音为参考经 MiMo voiceclone 克隆配音；只可用于用户有权使用、且说话人同意…

    skills/video-voiceover/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.