Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add zenstory-ai/video-recap-skills --skill video-voiceovergit clone --depth 1 https://github.com/zenstory-ai/video-recap-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zenstory-ai/video-recap-skills/video-voiceover)<a href="https://agentmods.dev/skills/zenstory-ai/video-recap-skills/video-voiceover"><img src="https://agentmods.dev/badge/skills/zenstory-ai/video-recap-skills/video-voiceover/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zenstory-ai/video-recap-skills/video-voiceover"><img src="https://agentmods.dev/badge/skills/zenstory-ai/video-recap-skills/video-voiceover.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00136 | $0.01361 |
| Opus 5 | $0.00068 | $0.00681 |
| Sonnet 5 | $0.00027 | $0.00272 |
| Haiku 4.5 | $0.00014 | $0.00136 |
Grade A, and why
video-voiceover scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- video-voiceover — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
1. 定位
本技能读取带时间戳的旁白稿,为每一段生成独立音频,并把语音适配到对应时间窗,随后记录下游合成所需的放置元数据。
默认引擎是 MiMo TTS(mimo-v2.5-tts);也可显式选择 Fish Audio(默认模型 s2.1-pro-free)。
2. 环境要求
export MIMO_API_KEY=*** # 也可使用仅供 TTS 的 MIMO_TTS_API_KEY
# 或改用 Fish Audio TTS
export TTS_PROVIDER=fish-audio
export FISH_API_KEY=***
export FISH_TTS_REFERENCE_ID=<voice-model-id> # 可选;覆盖内置“娱乐扒妹”音色
下面的 scripts/... 均相对于本技能目录。若执行器从仓库根目录启动,请给脚本路径加上本技能的绝对目录。
脚本不从其他技能目录读取文件;外部输入仅限命令显式传入的稿件、音频、参数与 work_dir 产物。
3. 输入契约
默认输入为 work_dir/narration.json。每段必须包含 start、end 与 narration,可选字段包括
pause_after_ms 和 overlaps_speech。时间统一表示音频最终放置的输出时间线秒数。
编排式 cut 流程直接使用输出时间的 narration.json。只有旧版直接剪辑路径需要显式传入
narration_mapped.json。
4. 运行命令
python3 scripts/voiceover.py --work-dir <work_dir> --narration <narration.json> \
[--tts-provider auto|mimo-tts|fish-audio] \
[--mimo-voice 冰糖 | --voice-ref <reference-audio>]
单独运行且省略 --narration 时,默认读取 work_dir/narration.json。旧版路径如需映射后的稿件,必须显式传入:
python3 scripts/voiceover.py --work-dir <work_dir> \
--narration <work_dir/narration_mapped.json>
5. 输出契约
tts_segments/*.wav:每段旁白对应一个音频文件。tts_meta.json:包含segments、engine与narration。每段记录audio_path、时间、pause_after_ms和放置字段。- 干净运行写入
partial: false与failures: []。 - 使用
--allow-partial-tts跳过失败段时,写入partial: true和failures: [{index,start,end,text,error}],让缺失语音保持可见。
6. 运行规则
- 重跑只复用内容与 TTS 设置均匹配的分段音频;修改旁白或合成参数后,只重生成受影响的 WAV。
auto优先使用已配置的 MiMo,MiMo key 缺失且设置了FISH_API_KEY时使用 Fish Audio;需要可复现的 provider 选择时显式传--tts-provider。- Fish Audio 直接请求 WAV;默认使用“娱乐扒妹”音色(
5653cea4ac83480aaf2bf45406556185),FISH_TTS_REFERENCE_ID可覆盖。模型、音色 ID、API URL、动态语速或归一化设置变化时会重新生成缓存。当前免费模型无 SLA,受 Fair Use 和官方免费期限约束。 --voice-ref仅用于 full/cut 解说克隆,切换到mimo-v2.5-tts-voiceclone。仅在确需新合成时惰性规范化一次;- dub voiceclone 原始 WAV 也会用模型、提示、台词和参考音频指纹缓存;匹配重跑不再重复请求或计费,
dub_manifest.json逐行记录tts_cache=hit|miss; 参考音频内容或预处理指纹变化会使旧缓存失效。仅在获得授权后使用,参考音频会发送到 MiMo。 TTS_WORKERS、TTS_TIMEOUT、TTS_RETRIES、ALLOW_PARTIAL_TTS用于调整并发、超时、重试与部分成功策略。- dub 模式有独立的确定性门禁:
dub_lint.json会在语音克隆前阻止空行、重叠或越界译文;dub_review.json用于记录忠实度、语气、时长和平台适配复核。可通过dub.py --stage lint|review或dub.py --print-schema单独调用。
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 82 lines · 136 tokens per session scan A e726cda155ae
video-voiceover is a skill published in the GitHub repository zenstory-ai/video-recap-skills (505 stars, last pushed yesterday), licensed MIT. It adds 136 tokens to every session and 1,361 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
narrator-ai-cli
A command-line client for creating AI-narrated movie and short-drama videos. It can guide a workflow from selecting source material, templates, music, and voices to writing narration and combining the video.
narrator-ai-cli
Create AI-narrated film/drama commentary videos via CLI. Two workflow paths (Original & Adapted narration), 93 movies, 146 BGM tracks, 63 dubbing voices in 11 languages, 90+ narration templates. Use when creating narration videos, film commentary, short drama dubbing, or video production.
director-agent
Skill "director-agent" from 6174/recut, covering director agent, core rule, usability and anti-laziness contract, output must be usable and modes.
recut-editor
A timeline-editing skill for creating new videos or changing parts of an existing timeline in a CapCut-style editor. It can work with media assets and export the result while keeping edits undoable.
recut-directing-qc
A quality-control workflow for diagnosing problems in a finished video. It connects each visible symptom to a likely cause and a repair, then checks whether the fix passes review.
recut-directing-short-drama
A directing guide for planning the production of story-based AI short dramas, animated dramas, and narrative short videos. It covers decisions from story intent through a controlled production process and contract management.