Refresh the pinned X ranking-weights reference from the user's own copy of home-mixer/params/param.rs: parse it, stamp it with the commit hash and date, and show what changed since the last version. Use when the user says "update the algorithm notes", "what…
Post-mortem on what the user already published: read their own analytics CSV export, rank posts by outlier multiple over their own median, compare link vs no link, length, question, weekday and hour, and say what to repeat and what to stop. Use when the user…
Clean up a draft: strip invisible Unicode, em dashes, stock AI vocabulary and engagement-farm phrases like "let that sink in" and "a thread", then score it on a five-check panel. Use when the user says humanize, "does this sound like AI", "remove the em…
Track Original Content Rewards eligibility against X's published thresholds and lint a batch of posts for the patterns that make content ineligible. Refuses to estimate earnings unless the user supplies their own rate. Use when the user says "am I eligible",…
Turn one raw idea into an X post: three hooks off 19 formulas, scored offline, one humanized draft counted in weighted characters, ready to copy and post by hand. Use when the user says "write a post about X", "tweet this", "give me a hook", "turn this into a…
Write replies under other people's posts that read as a person with something to add: checked against an approximation of X's 0-3 reply rubric, with compliment-only openers refused and self-reply chains blocked. Use when the user pastes a post and says "reply…
Turn a long draft into an X thread: split at paragraph and sentence boundaries into posts of 280 weighted characters or fewer, links pulled out of the body and gathered in the last post, hook post checked. Use when the user says "turn this into a thread",…
Find out what is working in the user's niche without scraping: the user notes down posts they found by hand, and this ranks them by outlier multiple over each account's own typical post, names the hook formula each one used, and writes a swipe file. Use when…