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
Personal Health Journal Analyzer & Doctor Visit Prep
Analyzes a personal health journal or symptom log and generates a structured summary to help you understand patterns and prepare for your next doctor visit.
Standard Operating Procedure (SOP) Generator
Generates a clear, step-by-step Standard Operating Procedure document for any business process, formatted for easy team adoption.
Iterative Refinement & Drafting Prompt
Generate prompts for iterative content improvement through multiple rounds of feedback and revision.
Tree of Thoughts Problem Solver
Explore multiple solution paths using tree-of-thoughts reasoning for complex problems