Agent skill

Media Crawler Bilibili

by tsingyuai in tsingyuai/growth-lab

Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media.

Apache-2.0Auto-check passedData & Analytics

Install Media Crawler Bilibili

skills CLI
$ npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install tsingyuai/growth-lab media-crawler-bilibili --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .claude/skills && cp -r skills-src/collectors/media-crawler-bilibili .claude/skills/media-crawler-bilibili && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
media-crawler-bilibili
GitHub stars
2k
Token cost
~356 tokens
SKILL.md length
130 words
Files
2
Skills in repo
22
Repo updated
First seen
Licence
Apache-2.0

At a glance

Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media.

  • Audience research with explicit time-range and quality controls
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Web scraping
  • Tasks that involve Market research

What it does

Media Crawler Bilibili is an agent skill from tsingyuai/growth-lab. Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Use for topic, format, title, creator, or audience research with explicit time-range and quality controls.

Its SKILL.md is about 360 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Data & Analytics, covering Web scraping and Market research. It works with Bilibili. The repository describes itself as: An end-to-end growth tool that understands the product, fetch the data it needs, researches the market, executes campaigns, and reviews results to improve the next round of… The licence is Apache-2.0.

When your agent uses it

  • Audience research with explicit time-range and quality controls
  • Tasks that involve Web scraping
  • Tasks that involve Market research

Example prompts

  • “/media-crawler-bilibili”

What it can do on your machine

Read from SKILL.md and the folder at commit 2d0807c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Media Crawler Bilibili loads about 356 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 130 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~356

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from tsingyuai/growth-lab at commit 2d0807c, republished under its Apache-2.0 licence (© tsingyuai). 130 words, ~356 tokens.

Download SKILL.mdSave it as .claude/skills/media-crawler-bilibili/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
media-crawler-bilibili
description
Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Use for topic, format, title, creator, or audience research with explicit time-range and quality controls.

Bilibili collection

Follow media-crawler. Define purpose, query/BV/creator inputs, date window, sample target, desired quality, comments/media scope, and invoking Model Memory destination.

Search with --platform bili --type search. Configure START_DAY, END_DAY, BILI_SEARCH_MODE, and conservative MAX_NOTES_PER_DAY in config/bilibili_config.py. Shortlist by relevance, content format, recency, creator fit and engagement—not raw plays alone. Put full video URLs or BV numbers in BILI_SPECIFIED_ID_LIST; put Space URLs or UIDs in BILI_CREATOR_ID_LIST. Use detail/creator mode respectively.

If downloading video, explicitly select BILI_QN compatible with account/video access and disclose that requested quality may be unavailable. CREATOR_MODE, contacts and dynamics limits are separate from content comments; record which were enabled. Deduplicate by BV, preserve query provenance, verify files, and stop on auth/risk control.

Return inputs, config window/mode/quality, raw/copied paths, counts and coverage, time, commit, partial failures, and selection rationale.

© tsingyuai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in collectors/media-crawler-bilibili of tsingyuai/growth-lab.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 2d0807c

Compare with similar skills

Media Crawler Bilibili next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Media Crawler Bilibili compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Media Crawler Bilibili this skilltsingyuai/growth-lab2k—~356Automated safety check: PassApache-2.0
Browser ScrapeChanningLua/prax-agent273—~587Automated safety check: NotesMIT
Opinions Crawlerinfometa/workbuddyskills348—~2.2kAutomated safety check: PassNone
Amazon Best Sellers Finderbrowser-act/skills6.1k1 repos~1.5kAutomated safety check: PassMIT
Amazon Product Search Extractorbrowser-act/skills6.1k1 repos~1.5kAutomated safety check: PassMIT
Amazon Product Search Extractorbrowser-act/skills6.1k1 repos~1.6kAutomated safety check: PassMIT

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Works with

Questions about Media Crawler Bilibili

What does Media Crawler Bilibili do?

Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Media Crawler Bilibili is an agent skill from tsingyuai/growth-lab. Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media.

When should I use Media Crawler Bilibili?

Media Crawler Bilibili fits situations like: audience research with explicit time-range and quality controls; tasks that involve Web scraping; tasks that involve Market research.

How do I install Media Crawler Bilibili in Claude Code?

Run `npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a claude-code`. Or copy the skill folder (collectors/media-crawler-bilibili in tsingyuai/growth-lab) into .claude/skills/media-crawler-bilibili in your project. Claude Code loads it when a task matches its description.

How do I install Media Crawler Bilibili in Codex?

Run `npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a codex`. Or copy the skill folder (collectors/media-crawler-bilibili in tsingyuai/growth-lab) into .agents/skills/media-crawler-bilibili in your project. Codex loads it when a task matches its description.

Can I use Media Crawler Bilibili in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/media-crawler-bilibili, .gemini/skills/media-crawler-bilibili, .github/skills/media-crawler-bilibili and .opencode/skills/media-crawler-bilibili in your project.

What does Media Crawler Bilibili need to run?

SKILL.md names no scripts, command-line tools or credentials: Media Crawler Bilibili is instructions for the agent only.

Does Media Crawler Bilibili access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Media Crawler Bilibili safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Media Crawler Bilibili use?

Media Crawler Bilibili is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Media Crawler Bilibili use?

About 356 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Media Crawler Bilibili?

Skills that share tags, products or a category with Media Crawler Bilibili: Browser Scrape (ChanningLua/prax-agent, 273 stars), Opinions Crawler (infometa/workbuddyskills, 348 stars), Amazon Best Sellers Finder (browser-act/skills, 6.1k stars) and Amazon Product Search Extractor (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Media Crawler Bilibili?

tsingyuai (a GitHub organization) maintains it in tsingyuai/growth-lab, which has 2,000 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on September 28, 2026.

Source: tsingyuai/growth-lab on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.