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.

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nextpj·Apr 5, 2026
productivity
social mediaBlueskyAttiefeed algorithmAT Protocol

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.