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知乎视频转录 Skill — measured AI agent skill | DecimalAI

chubbyguan/zhihu-transcribe

NewSkillScoreMaintained

知乎视频 → 下载 → 转录 → 存为 Markdown。支持知乎视频链接，无需登录。

Documentationby chubbyguan

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Knowledge Management pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/chubbyguan-zhihu-transcribe/SKILL.md

decimalai skills pull chubbyguan-zhihu-transcribe --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/chubbyguan-zhihu-transcribe/SKILL.md https://app.decimal.ai/s/chubbyguan-zhihu-transcribe/SKILL.md

Raw file: /s/chubbyguan-zhihu-transcribe/SKILL.md ↗ · machine-readable summary at /s/chubbyguan-zhihu-transcribe.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

24 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4h ago

Yes — +46% lift-6% tokens0% turns88% of whole cases pass with skill (21/24)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	324%	0%
case-02	✗→✓	▲ Improved	64%	0%
case-03	✗→✓	▲ Improved	47%	0%
case-13	✗→✓	▲ Improved	-47%	0%
case-04	✗→✓	▲ Improved	-48%	0%

Showing 5 of 24 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

chubbyguan / chubbyskills

zhihu-transcribe/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Skill contents

scripts/

SKILL.md

知乎视频转录 Skill

将知乎视频下载音频，用 SenseVoice-Small 转录为文字，存为 Markdown 文件。

环境要求

bash
pip install funasr modelscope torch torchaudio
brew install ffmpeg yt-dlp  # macOS

使用方法

bash
python scripts/transcribe.py "https://www.zhihu.com/xxxxx"
python scripts/transcribe.py "https://www.zhihu.com/video/xxxxx"

流程

yt-dlp 下载知乎视频音频
SenseVoice-Small 转录
生成带 frontmatter 的 Markdown

已知限制

部分知乎视频可能需要登录才能访问
SenseVoice-Small 主要针对中文优化

致谢

yt-dlp/yt-dlp — 视频下载工具
FunAudioLLM/SenseVoice — 语音识别模型

⚖️ 合规声明

仅供个人学习与研究使用。请遵守目标平台的服务条款（ToS）与 robots 规则，控制请求频率，不要用于批量抓取、商用爬取或侵犯他人权益的场景。下载内容的版权归原作者所有。

Want to see if chubbyguan/zhihu-transcribe would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.