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x-feed-algorithm

v0.1.0

by sumsumai · author: Dan Posalski

Skills derived from X's open-sourced For You algorithm (xai-org/x-algorithm): a content-strategy skill grounded in the real ranking weights, and a message-triage digest skill that applies the same candidate-source/filter/score/diversify pipeline to an inbox firehose.

What x-feed-algorithm does, in the publisher's words

An Agent Plugins (spec 1.0.0) plugin with two skills derived from X's open-sourced For You algorithm (xai-org/x-algorithm, Apache-2.0):

  • grow-on-x: draft, score, and schedule X posts using the algorithm's real default ranking weights (reply = 10 likes, mutual reply = 40, report = −470, cold-start slots for small accounts). Ranks draft variants the way X's feed will.
  • for-you-digest: inbox/firehose triage using the same pipeline pattern: parallel candidate sourcing, cheap pre-filtering, per-item weighted multi-signal scoring, channel diversity decay, cold-start discovery slots, and a visibility-policy pass kept separate from ranking.

From the project README, punctuation lightly normalized · Open the README on GitHub

Skills
2
MCP servers
0
Stars
0
License
Apache-2.0
Repo created
2026-08-14
Last pushed
2026-08-14
Publisher type
User
Version
0.1.0

Links

Skills · 2

for-you-digest
Build a ranked "For You" digest from a high-volume message firehose (Slack, WhatsApp, email, meeting notes) using the pipeline pattern from X's open-sourced feed algorithm, candidate sourcing, cheap filtering, per-item multi-signal scoring with explicit weights, diversity decay, and a separate vis…
grow-on-x
Draft, score, and schedule posts for X (Twitter) using the actual ranking weights from X's open-sourced For You algorithm. Use when writing or reviewing X posts, planning posting cadence, or advising on X growth strategy. Ranks draft variants the same way X's feed does and explains why.

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

Category

Productivity & Workflow. Assigned by this directory. Agent Plugins 1.0.0 has no category field, so no manifest declares one.

Keywords

x · twitter · ranking · recommendation · content-strategy · digest · triage

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