Bilibili AI Hot Tracker Agent Skill

Scrapes Bilibili trending leaderboards, classifies AI, 3C hardware, and AIGC videos, and automatically updates daily reports in Feishu.

Context cost
2k tokensestimated from the bundle, loaded when it triggers
Bundle
5 files · 89.4 kB3 scripts among them — read before you run
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Collect the current Bilibili 综合热门、全站排行榜 and 每周必看, classify videos into mutually exclusive AI software, technology hardware/3C, and AIGC content categories, identify podcast-form opportunities within those hot lists as a separate overlapping track, identify product/brand and explicitly disclosed client labels, deduplicate them, append a date-first Feishu report, and sample the popular list to study its update cadence. Use for B站 AI/科技数码热门日报、热门榜中的播客或视频播客机会监测、AI 软件监测、AI 与科技硬件、3C 数码、创客工程、机械航模、航空航天、AIGC 榜单统计、产品或甲方客户识别、热门更新规律观测、每日视频监测、复跑某天报告,或把榜单结果写入飞书文档。

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.md7.6 kB · preview
--- name: track-bilibili-ai-hot ---
6# B站 AI 热门日报
7
8运行确定性脚本抓取综合热门和全站排行榜,并按独立周节奏抓取最新每周必看,读取视频标签并过滤误命中。每支主题相关视频只归入一个主分类:“AI 软件”“科技硬件 / 3C”“AIGC 内容”;“视频播客机会”只在本次实际检查的热门来源中识别,是可与三个主分类重叠的内容形态。B站分区只作为候选来源,不直接作为报告分类。写入时通过 --doc 或 BILIBILI_AI_FEISHU_DOC 指定目标飞书文档。
9
10## 工作流
11
121. 若要写入飞书,先加载并遵守 lark-doc 与 lark-shared 技能。文档操作使用用户身份。
132. 从本技能目录运行:
14
15 ```bash
16 python3 scripts/collect_and_write.py --upsert --doc "飞书文档 URL 或 token"
17 ```
18
193. 检查脚本返回的 JSON:
20 - status: written:当天首次运行,已追加并回读验证。
21 - status: updated:当天已有报告,已只刷新当天章节并保留历史日期。
22 - 非零退出:报告失败阶段与简短错误,不把空榜单写入飞书。
23 - 标签接口失败超过 5% 时,脚本主动失败,避免把限速造成的漏数写进日报。
244. 不要自行重写脚本已经完成的统计,也不要仅凭标题二次删改候选。用户要求改变口径时,修改脚本规则并重新验证。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md303 words
Files5
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.

≈150
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,875
on trigger
The instruction body and 4 supporting files, read only when the skill fires.
1.0%
of a 200k window
Ten skills this size would take about 10% of the window before you open a file.
050k100k150k200k context window

2k 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

5 files, 89.4 kB on disk. Mostly text — the instructions the model reads — with 3 scripts in it that your client would run only if the instructions tell it to.

  • SKILL.md7.6 kB
  • agents/openai.yaml0.5 kB
  • scripts/analyze_popular_samples.py5.7 kB
  • scripts/collect_and_write.py68.9 kB
  • scripts/sample_popular.py6.7 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 3 scripts beside the text, so the bundle is 5 files you can review in full before installing.

Install

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

# Bilibili AI Hot Tracker · 2k 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-ai-hot-tracker/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bilibili-ai-hot-tracker" ] && { [ ! -e .claude/skills/bilibili-ai-hot-tracker ] || { mv .claude/skills/bilibili-ai-hot-tracker "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bilibili-ai-hot-tracker" .claude/skills/ && echo "Installed .claude/skills/bilibili-ai-hot-tracker"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add tggxai/bilibili-ai-hot-tracker

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-ai-hot-tracker/ 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-ai-hot-tracker/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/bilibili-ai-hot-tracker" ] && { [ ! -e ~/.claude/skills/bilibili-ai-hot-tracker ] || { mv ~/.claude/skills/bilibili-ai-hot-tracker "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/bilibili-ai-hot-tracker" ~/.claude/skills/ && echo "Installed ~/.claude/skills/bilibili-ai-hot-tracker" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/bilibili-ai-hot-tracker/ 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. It appears as track-bilibili-ai-hot in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, bilibili-ai-hot-tracker.

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
Referencetggxai/bilibili-ai-hot-tracker

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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Who wrote it

TG
tggxai

Publishes on mcprush.

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