---
name: x-research
description: Search and monitor X (Twitter) posts, accounts and trends for a brand, topic or competitor; summarise sentiment and notable posts with links.
---

# X 舆情研究

Search and monitor X (Twitter) posts, accounts and trends for a brand, topic or competitor; summarise sentiment and notable posts with links.

**When to use:** The user wants to know what people on X say about something, find influential accounts, or track a topic over time.

Requires the `agentrouter` skill (or the AgentRouter MCP server at `http://localhost:3000/api/mcp`) and the `AR_KEY` environment variable.

## Capabilities

- Use `search_capabilities` with the task keywords.

Inspect a capability before the first call: parameters and prices are listed there.

## Steps

1. Turn the request into 1–3 X search queries (use operators such as `from:`, `since:`, `min_faves:`, `-filter:replies`).
2. Run the search capability for each query; page with the returned cursor only if the user needs more.
3. Group posts by theme, note sentiment, and keep the 5–10 most engaged posts with their URLs.
4. Report findings with counts and links; state the time window covered.

## Cost

Each successful call is billed at the price shown by `inspect_capability`; failed calls are free. Quote first when you plan more than ~20 calls, and keep within the budget the user agreed.