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X Research

  • 12 installs
  • 610 repo stars
  • Updated June 26, 2026
  • alsk1992/cloddsbot

x-research is a skill that researches X/Twitter via Composio, including search, threads, profiles, and watchlists.

About

x-research searches X/Twitter for real-time discussions, profiles, and threads through Composio. A developer uses it to find breaking news and expert opinions, reconstruct conversation threads, and monitor accounts on a watchlist. It supports engagement sorting, time filters, and JSON or markdown output.

  • Searches recent X/Twitter posts via Composio with engagement sorting
  • Fetches profiles, reconstructs threads, and tracks watchlists
  • Outputs default, JSON, or markdown research documents

X Research by the numbers

  • 12 all-time installs (skills.sh)
  • Ranked #1,510 of 1,879 Marketing & SEO skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
At a glance

x-research capabilities & compatibility

Capabilities
research · web search
Use cases
research · web search
Pricing
Bring your own API key
From the docs

What x-research says it does

X/Twitter research agent powered by Composio. Zero API cost.
SKILL.md
Search recent tweets (last 7 days). Supports engagement sorting, time filtering, pagination
SKILL.md
npx skills add https://github.com/alsk1992/cloddsbot --skill x-research

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Listed on Skillselion
Installs12
repo stars610
Last updatedJune 26, 2026
Repositoryalsk1992/cloddsbot

What it does

Research X/Twitter posts, profiles, and threads in real time via Composio.

Who is it for?

Developers doing real-time X research: search, threads, profiles, and account monitoring.

When should I use this skill?

You need to search X, pull a profile, reconstruct a thread, or watch accounts.

By the numbers

  • searches tweets from the last 7 days
  • in-memory search cache with 15-minute TTL

Files

SKILL.mdMarkdownGitHub ↗

X Research Skill

X/Twitter research agent powered by Composio. Zero API cost.

Search for real-time discussions, breaking news, expert opinions, and engagement data.

Commands

Search

/x search <query> [--sort likes|recent] [--since 1h|1d|7d] [--limit N] [--pages N] [--json] [--markdown]

Search recent tweets (last 7 days). Supports engagement sorting, time filtering, pagination, and multiple output formats (default, --json for raw data, --markdown for research documents).

Profile

/x profile <username> [--count N] [--replies] [--json]

Fetch recent tweets from a specific user. Excludes replies by default. Use --json for raw data.

Thread

/x thread <tweet_id> [--pages N]

Reconstruct a full conversation thread from a root tweet ID.

Single Tweet

/x tweet <tweet_id> [--json]

Fetch and display a single tweet with engagement metrics. Use --json for raw data.

Cache

/x cache clear                  Clear search cache

Manage the in-memory search cache (15-minute TTL).

Watchlist

/x watchlist                    Show all tracked accounts
/x watchlist add <user> [note]  Add user to watchlist
/x watchlist remove <user>      Remove user from watchlist
/x watchlist check              Check recent tweets from all watchlist accounts

Track accounts of interest. Watchlist is session-scoped (in-memory).

Research Workflow

For deep research on a topic:

1. Decompose your question into 3-5 targeted search queries 2. Search with different sort modes (likes for signal, recent for breaking) 3. Follow high-engagement threads for context 4. Check profiles of key accounts found in results 5. Add important accounts to watchlist for monitoring

Search Operators

Composio supports standard X search operators:

  • "exact phrase" — Match exact text
  • from:username — Tweets from a user
  • -is:retweet — Exclude retweets (added by default)
  • -is:reply — Exclude replies (use --no-replies)
  • #hashtag — Filter by hashtag
  • has:links — Only tweets with links
  • lang:en — Filter by language

Examples

/x search "prediction markets" --sort likes --since 7d
/x search "polymarket whale" --since 1d --limit 5
/x search "AI agents" --markdown
/x profile polyaborat --count 10
/x thread 1234567890 --pages 3
/x watchlist add vitalikbuterin "ETH creator"
/x watchlist check

Environment Variables

  • COMPOSIO_API_KEY — Your Composio API key (free tier available)
  • COMPOSIO_CONNECTION_ID — Your Composio X/Twitter connection ID

Get both at https://composio.dev after connecting your X account.

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