feed-pipeline

Diagnose and tune the VYB feed pipeline services.

Updated Aug 23, 2026

Search Tags:#caching #metrics #pipeline #orchestrator #ranking #feed

One-click install

npx skills add https://github.com/tklee/agentic-layer --skill feed-pipeline

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: feed-pipeline
Source: https://github.com/tklee/agentic-layer/tree/main/.claude/skills/feed-pipeline
Command: npx skills add https://github.com/tklee/agentic-layer --skill feed-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps debug and optimize the VYB feed pipeline, covering feed-orchestrator, feed-cache, content-index, and ranking to improve responsiveness and personalization.

Core Features & Use Cases

Health & Diagnostics: Check health endpoints across all pipeline services.
Feed Generation: Trigger feed generation and inspect item counts.
Performance Tuning: Adjust quotas and MMR for better balance between relevance and diversity.

Quick Start

Verify health of all services, then run a sample feed request to observe latency and item count.