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OpenLaborOpenLabor/openlabor/skills/multi-platform-research/SKILL.md

Multi-Platform Research

Skill5 starsChanged 3 months agoMITView on GitHub

Free read & search access to 16+ platforms — Twitter, YouTube, Reddit, GitHub, web, RSS, and more — via Agent Reach

  • Reads credentials

The file

Show its rules and text

We split this skill into the rules it gives an agent

17 rules. About 0 are common, 15 are distinctive, and 2 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈15

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Use the exec tool to run use.

    line 24
  2. Distinctive:

    Use for: reading any web page as clean markdown — articles, docs, company pages

    line 38
  3. Distinctive:

    Use for: AI-native semantic search across the web

    line 44
  4. Distinctive:

    Use for: searching tweets, monitoring mentions, competitor research

    line 50
  5. Distinctive:

    Use for: reading a specific tweet or thread

    line 54
  6. Distinctive:

    Use for: video title, description, view count, channel info

    line 62
  7. Distinctive:

    Use for: finding videos by keyword

    line 66
  8. Distinctive:

    Use for: pulling full transcript/subtitles from a video

    line 70
  9. Distinctive:

    Use for: finding open-source projects, tracking repos

    line 76
  10. Distinctive:

    Use for: finding issues across GitHub

    line 80
  11. Distinctive:

    Use for: reading subreddit posts, threads, search results as markdown

    line 86
  12. Distinctive:

    Use for: reading any RSS or Atom feed as structured markdown

    line 92
  13. Distinctive:

    Use for: Chinese market trending topics

    line 98
  14. Distinctive:

    Use for: searching Weibo posts

    line 102
  15. Distinctive:

    Read any page, article, doc, or thread:

    line 137
  16. Very specific:

    All tools are 0 credits except EXA_SEARCH (1 credit per query).

    line 149
  17. Distinctive:

    Always attribute sources when using research findings in published content.

    line 151

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md
<!-- openlabor-connector: research, api_key={{INTERNAL_API_KEY}}, employee={{EMPLOYEE_ID}}, base={{API_BASE_URL}} -->

Multi-Platform Research

Free read and search access to 16+ platforms via Agent Reach — Twitter/X, YouTube, Reddit, GitHub, web pages, RSS feeds, Weibo, and more. No API costs for most tools.

How to Use

Use the exec tool to run use. Credentials are loaded automatically from the workspace.

use research <TOOL_NAME> '<json_args>'

Available Tools

Web Pages — Jina Reader (free, no auth)

  • Tool: JINA_READ
  • Args: { "url": "https://example.com/article" }
  • Use for: reading any web page as clean markdown — articles, docs, company pages

Web Search — Exa (1 credit)

  • Tool: EXA_SEARCH
  • Args: { "query": "search terms", "count": 5 }
  • Use for: AI-native semantic search across the web

Twitter/X — bird CLI (cookie auth)

  • Tool: BIRD_SEARCH
  • Args: { "query": "AI agents", "count": 10 }
  • Use for: searching tweets, monitoring mentions, competitor research
  • Tool: BIRD_READ
  • Args: { "url_or_id": "https://x.com/user/status/123" }
  • Use for: reading a specific tweet or thread

Note: These are READ-ONLY. For posting, liking, DMs, or threads use the X Strategy skill.

YouTube — yt-dlp (free, no auth)

  • Tool: YTDLP_METADATA
  • Args: { "url": "https://youtube.com/watch?v=..." }
  • Use for: video title, description, view count, channel info
  • Tool: YTDLP_SEARCH
  • Args: { "query": "topic", "count": 10 }
  • Use for: finding videos by keyword
  • Tool: YTDLP_SUBTITLES
  • Args: { "url": "https://youtube.com/watch?v=..." }
  • Use for: pulling full transcript/subtitles from a video

GitHub

  • Tool: GH_SEARCH_REPOS
  • Args: { "query": "AI agent framework" }
  • Use for: finding open-source projects, tracking repos
  • Tool: GH_SEARCH_ISSUES
  • Args: { "query": "bug label:help-wanted" }
  • Use for: finding issues across GitHub

Reddit

  • Tool: REDDIT_READ
  • Args: { "url": "https://reddit.com/r/SUBREDDIT/top?t=week" }
  • Use for: reading subreddit posts, threads, search results as markdown

RSS Feeds

  • Tool: RSS_READ
  • Args: { "url": "https://example.com/feed.xml" }
  • Use for: reading any RSS or Atom feed as structured markdown

Weibo

  • Tool: WEIBO_TRENDING
  • Args: {}
  • Use for: Chinese market trending topics
  • Tool: WEIBO_SEARCH
  • Args: { "query": "keyword" }
  • Use for: searching Weibo posts

Research Workflows

Competitive Intelligence

  1. use research BIRD_SEARCH '{"query":"[competitor]","count":20}' — what the market says on X
  2. use research EXA_SEARCH '{"query":"[competitor] product updates","count":10}' — recent news
  3. use research GH_SEARCH_REPOS '{"query":"[competitor]"}' — open-source footprint
  4. use research REDDIT_READ '{"url":"https://reddit.com/r/SUBREDDIT/search?q=[competitor]&sort=top"}' — user sentiment

Content Research

  1. use research YTDLP_SEARCH '{"query":"[topic]","count":10}' — find top YouTube videos
  2. use research YTDLP_SUBTITLES '{"url":"VIDEO_URL"}' — pull transcripts
  3. use research EXA_SEARCH '{"query":"[topic] expert opinion","count":10}' — web perspectives
  4. use research RSS_READ '{"url":"FEED_URL"}' — ongoing RSS coverage

Lead Research

  1. use research EXA_SEARCH '{"query":"[company] leadership team","count":5}' — find decision-makers
  2. use research GH_SEARCH_REPOS '{"query":"[person or company]"}' — GitHub activity
  3. use research JINA_READ '{"url":"https://company.com/about"}' — read company website

Trend Monitoring

  1. use research BIRD_SEARCH '{"query":"[topic]","count":25}' — pulse check on X
  2. use research REDDIT_READ '{"url":"https://reddit.com/r/SUBREDDIT/top?t=week"}' — Reddit top posts
  3. use research WEIBO_TRENDING '{}' — Chinese market trends
  4. use research EXA_SEARCH '{"query":"[topic] trend 2026","count":10}' — broader web signal

Deep-Dive on a URL

Read any page, article, doc, or thread:

use research JINA_READ '{"url":"https://full-url-here.com/path"}'

Guidelines

  • These are READ-ONLY tools. For posting or writing to any platform, use the platform-specific skill (X Strategy, LinkedIn Manager, etc.).
  • JINA_READ is the universal fallback — works on any URL.
  • All tools are 0 credits except EXA_SEARCH (1 credit per query).
  • For Chinese platform results (Weibo), translate as needed.
  • Always attribute sources when using research findings in published content.

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