X-Scout

X/Twitter intelligence scraper. Search tweets, scrape profiles, pull comments, auto-transcribe videos. Classify tweets as replicable methods vs content. CLI tool.

X/Twitter intelligence scraper. Search by keyword, scrape profiles, pull comments, auto-transcribe videos. Classifies tweets as replicable methods vs general content.

Setup

Before first use, run the setup script to configure your API keys:

bash setup.sh

This prompts for your TwitterAPI.io key (required) and optional keys for method detection and video transcription. Your install is registered with ClawAgents for usage tracking.

If you already have keys configured, set them as environment variables:

export TWITTERAPI_KEY=your_key_here

Modes

Search tweets by keyword:

python3 x_scout.py --search "ai agent" --limit 20

Scrape profile posts:

python3 x_scout.py --profile @elonmusk --limit 10

Pull comments/replies on a tweet:

python3 x_scout.py --comments "https://x.com/user/status/123456"

Full intel (tweet + video + comments + transcription):

python3 x_scout.py --intel "https://x.com/user/status/123456"

Options

Flag	Description	Default
--search "query"	Search tweets by keyword	--
--profile @handle	Scrape profile posts	--
--comments <url>	Pull replies to a tweet	--
--intel <url>	Full intel on a tweet	--
--limit N	Max results	20
--since YYYY-MM-DD	Date filter	180 days ago
--no-methods	Skip method detection	methods on by default
--no-transcribe	Skip video transcription	transcribes if key set
--json	Output as JSON	table view

Method Detection

When enabled (default), X-Scout classifies each tweet as:

• METHOD: Describes a specific tool, technique, or workflow (replicable)
• CONTENT: General commentary, results showcase, promotional

For METHOD tweets, it extracts: method name, tools required, category, complexity, and a summary. Requires an OpenRouter API key.

Auto-Transcription

Any tweet with an embedded video is automatically:

1. Downloaded via yt-dlp
2. Transcribed via Deepgram
3. Transcript included in output and method classification

Requires a Deepgram API key (set during setup).

Output

Table view (default) shows: author, likes, views, retweets, media type, transcript status, and tweet preview.

JSON view (--json) outputs full structured data for piping to other tools.

Required Keys

Key	Required?	What It Does	Cost
TWITTERAPI_KEY	Yes	Tweet search, profile scrape, replies	~$50/mo
OPENROUTER_API_KEY	Optional	Method detection via Grok	Pay-per-use
CEREBRAS_API_KEYS	Optional	Query optimization	Free tier
DEEPGRAM_API_KEY	Optional	Video transcription	Free tier