Twitter/X Agent Operations — AI Ghostwriter SOP

What this is

You know you should post daily, but writing eats your evenings — and when AI writes for you, it sounds nothing like you. This SOP turns any agent into a ghostwriter that actually sounds like you, with a fact-source database so it never fabricates numbers, and safety rails so it never embarrasses you. Real result: +60% in 45 days.

Key results

How to run an AI Twitter ghostwriter

1. 1

   1 · Calibrate the persona

   Build a voice guide and expression rules, plus a dead-opener blacklist, so the agent writes in your voice instead of generic AI cadence.

2. 2

   2 · Build the fact-source database

   Create a SOURCE-INDEX of traceable facts and numbers. The agent may only cite stats that exist in the index — this is how it never fabricates.

3. 3

   3 · Schedule the week

   Plan posts on a weekly schedule with dedup checks against past tweets and golden time windows (derived from a 3,861-tweet analysis).

4. 4

   4 · Pre-publish QC

   Run every draft through the six hard safety rules and a pre-publish checklist, including a triple-translation test, before it goes live.

5. 5

   5 · Analytics loop

   Keep a tweet-log and weekly report so the agent learns which archetypes and lengths perform, and feeds that back into scheduling.

Hand-written vs AI-agent-operated

The goal isn't to remove you — it's to keep your voice while reclaiming your evenings.

Anti-patterns (where AI Twitter goes wrong)

• Letting the agent write without persona calibration — instant bot smell.
• No fact-source database — fabricated numbers destroy trust.
• Skipping pre-publish QC — one bad auto-post undoes months.
• Optimizing for volume over the archetypes that actually perform.

FAQ

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