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recsys-pipeline-architect

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Build top-K ranking pipelines faster.

Software Engineering#reranking#candidate selection#top-k#recommendation systems#ranking pipeline#feed architecture
AuthorJhabbig
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you design robust recommendation and ranking systems that choose the best items for a user and context without tangled, one-off logic.

Core Features & Use Cases

  • Six-Stage Pipeline Design: Organize systems into Source, Hydrator, Filter, Scorer, Selector, and SideEffect stages for clean, scalable candidate processing.
  • Composable Ranking Strategies: Support multi-source retrieval, metadata enrichment, chained scoring, diversity rules, and top-K selection.
  • Use Cases: Build content feeds, search rerankers, notification triage, RAG retrieval rerankers, or task prioritization flows with clear trade-offs and production-ready structure.

Quick Start

Ask the skill to design a candidate pipeline for your product by describing the items, user context, runtime stack, and desired top-K output.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: recsys-pipeline-architect
Download link: https://github.com/Jhabbig/Habbig/archive/main.zip#recsys-pipeline-architect

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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