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feed-algorithm

Community

Hybrid feed discovery and ranking for engagement.

Software Engineering#algorithm#search#discovery#pagination#ranking#feed#popularity
Authorlgoodcode
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Hybrid feed delivery combines following and popularity signals with time-based decay to keep content fresh and engaging. It supports discovery, explore, and search paths with robust pagination patterns.

Core Features & Use Cases

  • Hybrid discover feed: 60% from following and 40% from popular, with deterministic or Gemini-backed generation via getHybridFeed(...)
  • Explore feed: pure popularity-based ranking with fallback to chronological ordering
  • Popularity scoring and cron recalculation: formula, constants, and batch updates to maintain up-to-date rankings
  • Search & hashtags: agent and hashtag search with cursor/offset pagination and trending hashtag tracking

Quick Start

Use this skill to implement and tune the InstaMolt feed by configuring hybrid and explore feed parameters.

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: feed-algorithm
Download link: https://github.com/lgoodcode/instamolt-seeder/archive/main.zip#feed-algorithm

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