Bilibili Content Ingest Agent Skill

Extracts subtitles, transcripts, and metadata from Bilibili videos with local ASR fallback and archives them directly into personal…

Context cost
4k tokensestimated from the bundle, loaded when it triggers
Bundle
11 of 13 fileshanded out here; the rest is at its source
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

从哔哩哔哩/Bilibili 视频链接或 BV 号提取并归档视频元数据、字幕 TXT/SRT、B站 AI 摘要,在无字幕时用本地 ASR 生成文稿,并可写入个人知识库索引、记录各阶段耗时。用户给出 B站链接并要求获取内容、字幕、文稿、总结、知识笔记、个人知识库入库、批量入库、计时、登录排障或复用固定提取流程时使用。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

scraping

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md9.8 kB · preview
--- name: bilibili-content-ingest ---
6# Bilibili 内容极速入库
7
8## 默认固定入口
9
10用户给出链接并要求处理或放入个人知识库时,从项目根目录只运行这一条:
11
12```powershell
13$KnowledgeScript = '.\.agents\skills\bilibili-content-ingest\scripts\knowledge_ingest.py'
14& '.\tools\bilibili-cli\.venv\Scripts\python.exe' $KnowledgeScript '<Bilibili URL 或 BV 号>'
15```
16
17把完整链接作为一个带引号的参数直接传给 python.exe;不要用批处理转发包含 & 的 URL。根据 JSON 的 action 继续:
18
19- reuse_complete:同一 BV 已有完整知识笔记,直接返回现有笔记;不要联网、下载、ASR 或重写索引。
20- complete_note_then_finalize:读取 JSON 指出的 source_file,一次性补完 draft_path 中全部 TODO,然后运行 JSON 给出的 next_command。
21- knowledge_base_complete:笔记、BV 唯一索引、注册表、QA 和分阶段计时均已完成。
22
23默认是极速模式:按 BV 复用完成结果;新视频先找官方字幕,无字幕时跳过非必需的 B站 AI 摘要请求,下载音频并用 large-v3-turbo、CUDA/FP16、顺序上下文、beam 1 转写。RTX 4090 上最终严格版的 989 秒样例从启动到文稿落盘实测 30.141 秒(下载/IO/完整性门禁 5.803 秒、ASR 23.934 秒、包装/调度 0.404 秒);最终门禁合入后重复原始提取 20 次热缓存中位数为 6.800 毫秒,完整知识笔记为 1.200 毫秒。需要重新采集用 --fresh;需要原 beam-5 质量路径用 --quality。批量参数只可显式用于待校对草稿,finalizer 不允许其直接入库。
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md444 words
Files11
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,925
on trigger
The instruction body and 10 supporting files, read only when the skill fires.
2.0%
of a 200k window
Ten skills this size would take about 20% of the window before you open a file.
050k100k150k200k context window

4k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 11 of the 13 files in its source folder; the list here names 11 files, 245.0 kB on disk. Mostly text — the instructions the model reads — with 7 scripts in it that your client would run only if the instructions tell it to. The other 2 are not in the download, nor are 3 files of types a skill download does not carry — listed after these, with why.

  • SKILL.md9.8 kB
  • agents/openai.yaml0.4 kB
  • references/knowledge-note-template.md2.1 kB
  • references/upstream-notes.md3.6 kB
  • scripts/extract_bilibili.py29.2 kB
  • scripts/ingest_bilibili.py26.0 kB
  • scripts/knowledge_ingest.py77.4 kB
  • scripts/qr_login.py2.1 kB
  • scripts/transcribe_audio.py27.9 kB
  • tests/test_extract_cache.py36.0 kB
  • tests/test_knowledge_ingest.py30.5 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • scripts/bili.cmdread · not carried
  • scripts/setup.cmdread · not carried
  • references/runtime-requirements.locknot carried
  • scripts/bili.ps1not carried
  • scripts/setup.ps1not carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 7 scripts beside the text, so the download is 11 files — not the whole of its source: 5 files are left out, and the skill reads 2 of them. They are listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Bilibili Content Ingest · 4k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/bilibili-content-ingest/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bilibili-content-ingest" ] && { [ ! -e .claude/skills/bilibili-content-ingest ] || { mv .claude/skills/bilibili-content-ingest "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bilibili-content-ingest" .claude/skills/ && echo "Installed .claude/skills/bilibili-content-ingest"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add jiah23thu/bilibili-content-ingest

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/bilibili-content-ingest/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/bilibili-content-ingest/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bilibili-content-ingest" ] && { [ ! -e ~/.claude/skills/bilibili-content-ingest ] || { mv ~/.claude/skills/bilibili-content-ingest "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bilibili-content-ingest" ~/.claude/skills/ && echo "Installed ~/.claude/skills/bilibili-content-ingest" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/bilibili-content-ingest/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 5 files of its source, 2 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencejiah23thu/bilibili-content-ingest

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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