Agent skill

Media Crawler Weibo

by tsingyuai in tsingyuai/growth-lab

Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs.

Apache-2.0Auto-check passedData & Analytics

Install Media Crawler Weibo

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

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

GitHub CLI
$ gh skill install tsingyuai/growth-lab media-crawler-weibo --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-weibo .claude/skills/media-crawler-weibo && 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-weibo
GitHub stars
2k
Token cost
~341 tokens
SKILL.md length
125 words
Files
2
Skills in repo
22
Repo updated
First seen
Licence
Apache-2.0

At a glance

Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs.

  • Audience-language
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Account research requiring preserved provenance and risk-aware detail enrichment

What it does

Media Crawler Weibo is an agent skill from tsingyuai/growth-lab. Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs. Use for discourse, trend, messaging, audience-language, or account research requiring preserved provenance and risk-aware detail enrichment.

Its SKILL.md is about 340 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 Sales call preparation. 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-language
  • Account research requiring preserved provenance and risk-aware detail enrichment

Example prompts

  • “/media-crawler-weibo”

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 Weibo loads about 341 tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 125 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~341

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). 125 words, ~341 tokens.

Download SKILL.mdSave it as .claude/skills/media-crawler-weibo/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
media-crawler-weibo
description
Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs. Use for discourse, trend, messaging, audience-language, or account research requiring preserved provenance and risk-aware detail enrichment.

Weibo collection

Follow media-crawler. Define research purpose, keywords/post IDs/creator IDs, sample and time bounds, comments/media scope, and invoking Model Memory destination.

Search with --platform wb --type search; set WEIBO_SEARCH_TYPE deliberately. Use direct problem, category and audience/event query variants, then shortlist by relevance, time, source/account fit, content form and engagement. Configure exact post IDs in WEIBO_SPECIFIED_ID_LIST and user IDs in WEIBO_CREATOR_ID_LIST; run detail/creator mode.

ENABLE_WEIBO_FULL_TEXT makes extra detail requests and raises risk-control probability. Keep it off during broad discovery and enable it only for a small, explicit shortlist when full text is required. Treat repost text, original text and comments as different evidence. Deduplicate by post ID and preserve query provenance.

Return exact inputs, full-text/comment/media flags, raw/copied paths, coverage, time, commit, selection rationale and risk-control/partial failures.

© 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-weibo of tsingyuai/growth-lab.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 2d0807c

Compare with similar skills

Media Crawler Weibo 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 Weibo compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Media Crawler Weibo this skilltsingyuai/growth-lab2k—~341Automated safety check: PassApache-2.0
Coffee ChatLeoYeAI/openclaw-master-skills2.2k—~6.6kAutomated safety check: PassMIT
Convert Websitegrowerp/growerp115—~2.6kAutomated safety check: PassApache-2.0
Apify Lead Scoring Enrichmentapify/awesome-skills266—~4.4kAutomated safety check: NotesApache-2.0
Apify Company Data APIapify/awesome-skills266—~2.8kAutomated safety check: PassMIT
Ebay Search Listingbrowser-act/skills6.1k—~2.8kAutomated safety check: PassMIT

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Questions about Media Crawler Weibo

What does Media Crawler Weibo do?

Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs. Media Crawler Weibo is an agent skill from tsingyuai/growth-lab. Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs.

When should I use Media Crawler Weibo?

Media Crawler Weibo fits situations like: audience-language; account research requiring preserved provenance and risk-aware detail enrichment.

How do I install Media Crawler Weibo in Claude Code?

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

How do I install Media Crawler Weibo in Codex?

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

Can I use Media Crawler Weibo 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-weibo -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-weibo, .gemini/skills/media-crawler-weibo, .github/skills/media-crawler-weibo and .opencode/skills/media-crawler-weibo in your project.

What does Media Crawler Weibo need to run?

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

Does Media Crawler Weibo 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 Weibo 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 Weibo use?

Media Crawler Weibo 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 Weibo use?

About 341 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 Weibo?

Skills that share tags, products or a category with Media Crawler Weibo: Coffee Chat (LeoYeAI/openclaw-master-skills, 2.2k stars), Convert Website (growerp/growerp, 115 stars), Apify Lead Scoring Enrichment (apify/awesome-skills, 266 stars) and Apify Company Data API (apify/awesome-skills, 266 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Media Crawler Weibo?

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.