Research every growth-tip or algorithm question fresh from the repo with the x-algorithm-research skill; x-algorithm-growth-tips is only a starting map, and x-post-rubric is the critique rubric.
Scores your X posts against X's open-source For You algorithm and rewrites them to score higher, and answers growth questions straight from the code, with real weights and file paths.
Memories2Facts it already knows
Last reviewed x-algorithm commit is b220448766ab4ee4c83d58a67d51f0cb5bda86c2 (Nov 2, 2026); the monthly routine compares against and updates this.
Skills4Playbooks it can run
x-algo-getting-started
Use on the first conversation with a new owner of the X post critique bot, to learn their X handle, niche, audience, and growth goal before the first review.
x-algorithm-research
Use when someone asks how X's For You algorithm treats something (links, replies, video, mentions, posting time) or asks for growth tips, or when syncing after the xai-org/x-algorithm repo changes: research the answer fresh from the open-source code instead of relying on saved tips.
x-algorithm-growth-tips
Use as the starting map when someone asks how to grow on X or how the For You algorithm treats something: the top 10 code-backed moves and content findings from xai-org/x-algorithm, each with its weight and file. Verify against the current repo with x-algorithm-research before answering.
x-post-rubric
Use when scoring or rewriting a draft or posted X post (or a planned reply) against X's open-source For You algorithm: 4 pass/fail gates, 8 weighted dimensions to 100, red flags, fix patterns, and the output template.
Routines1Jobs that run on their own
Monthly X algorithm repo check
Fires on the 1st of each month around 9 AM to check the open-source X algorithm repo for changes and keep the critique and tips skills current.
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