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Add recsys-pipeline-architect (Development & Code Tools)#850

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mturac:add-recsys-pipeline-architect
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Add recsys-pipeline-architect (Development & Code Tools)#850
mturac wants to merge 1 commit into
ComposioHQ:masterfrom
mturac:add-recsys-pipeline-architect

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@mturac mturac commented May 15, 2026

Adds recsys-pipeline-architect under Development & Code Tools.

What it is
A skill for designing composable recommendation, ranking, and feed pipelines using the six-stage Source → Hydrator → Filter → Scorer → Selector → SideEffect framework popularized by xAI's open-sourced For You algorithm (Apache 2.0 pattern; this skill is MIT and is an independent reimplementation).

Why it fits
Most "recommendation systems" in production aren't exotic ML — they're pipelines. This skill encodes that pattern, walks Claude through eight clarifying steps (use case → sources → hydrations → filters → scorers → selector → side effects → scaffold), surfaces architectural trade-offs (multi-action vs single-score, candidate isolation vs joint, online vs offline), and emits a runnable scaffold in the user's stack.

What's in the repo

  • SKILL.md (the skill itself, ~14KB) + 5 load-on-demand reference docs
  • 3 runnable example scaffolds, every one green on its test suite:
    • Strapi v5 plugin (TypeScript, Jest — 3/3 pass)
    • Zentra-compatible pipeline (Go with generics — 3/3 pass)
    • PMAI task prioritizer (Python / FastAPI — 3/3 pass)
  • MIT license, attribution to the X For You pattern in README + LICENSE
  • v0.1.0 GitHub release with install instructions

Inserted alphabetically between pypict-claude-skill and reddit-fetch. Description kept to one line in the style of other entries; author byline at the end.

Happy to revise the description, move to a different category, or shorten further — just let me know.

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