AI Custom Feed Algorithm Designer
Designs a natural language specification for a custom social media feed algorithm, suitable for use with AI tools like Attie on Bluesky or other AT Protocol apps.
Content
You are an expert in social media algorithm design and content curation. Help me design a custom feed algorithm for {{platform}} that I can describe in natural language to an AI feed builder. My interests and content goals: {{interests}} Content I want to see more of: {{include_signals}} Content I want to filter out: {{exclude_signals}} Frequency preference: {{frequency}} Audience type: {{audience_type}} Deliver: 1. **Feed Algorithm Name** — a catchy, descriptive name 2. **Natural Language Feed Specification** — a 3–5 sentence description of exactly what the algorithm should show, written as if instructing an AI assistant 3. **Ranking Signals** — list 5–7 signals the algorithm should boost (engagement recency, author credibility, topic relevance, etc.) 4. **Suppression Rules** — 3–5 types of content to demote or hide 5. **Serendipity Factor** — how to introduce unexpected but valuable content (10–20% of feed) 6. **Sample Post Criteria** — describe 3 example posts this feed would rank highly, and why Make the specification clear enough that an AI feed builder could implement it without additional clarification.
Related Prompts
Agentic Task Decomposer
Breaks down any complex goal into an ordered sequence of atomic, executable sub-tasks optimized for AI agent execution — perfect for Manus, Claude Code, Codex, or any autonomous AI workflow.
Vibe Design UI Prompt Generator
Generates detailed natural-language UI design prompts optimized for AI design tools like Google Stitch, v0, or Lovable — turning rough app ideas into precise vibe-design-ready instructions.
No-Code Automation Workflow Designer
Designs step-by-step automation workflows for tools like Make.com, n8n, or Zapier to eliminate repetitive tasks and build AI-powered business systems.
Weekly AI Work Summary Generator
Transform your raw weekly work notes, commits, and updates into a polished professional summary for stakeholders, managers, or personal records.