X Tools

Use When

• Hosted collection support guidance for X/Twitter workflows, including dataset normalization, tweet ranking, account ranking, audience graph construction, and language clustering.

Do Not Use When

• The task belongs to ideation, QA, or another released skill listed in the handoff section.
• Required inputs are missing and guessing would change the result.

Required Input

• Hosted envelope with schemaVersion: 1 and task payload under input when a hosted collection is used.
• Released collection keys: x-posts, x-profiles.
• Hosted capabilities: hosted-collection.