X Post Audit

Use this before publishing important posts.

Score 1-5

• Audience clarity: who cares?
• Hook strength: does line one stop the right person?
• Dwell potential: will people pause or save?
• Reply potential: is there a natural response?
• Repost value: does sharing make the reader look smart/useful?
• Profile-click potential: does the author seem worth checking out?
• Follow potential: does the post imply future value?
• Negative-feedback risk: bait, slop, misleading claim, repetition, hostility.

Fixes

Apply the smallest useful fix:

• sharpen the first line
• narrow the audience
• add a concrete example
• add a payoff
• cut filler
• make the CTA specific
• remove bait

Output

Return:

• Scores
• Main weakness
• Rewritten post
• 2 variants for different signals
• Predicted signal
• Do not publish if risk remains

Operating Principle

Treat the public X algorithm as a signal map, not a cheat code. Optimize for posts and replies that earn useful positive actions (dwell, replies, reposts, shares, profile clicks, follows) while avoiding negative actions (not interested, mute, block, report, fast skips).