recsys-pipeline-architect - Design recommendation pipelines with a six-stage framework
Design and scaffold composable recommendation, ranking, and feed pipelines using a six-stage framework for top K selection tasks.
Tags
Updated: 2026-09-19Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Fetch candidates from sources
- Enrich candidates with metadata
- Filter ineligible candidates
- Score candidates with scoring chains
- Select top K scored items
- Execute asynchronous side effects
- Generate runnable pipeline scaffold
Inputs
- User context and parameters
- Candidate item sources
- Filtering and scoring rules
- Target programming stack
Outputs
- Top K ranked items
- Runnable pipeline scaffold code
- Asynchronous side-effect events
Requirements
- Supported programming runtime
- Async execution environment support