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
AI Agent Task Decomposer
Break down complex tasks into sub-tasks suitable for AI agent execution
Agentic Workflow Design Canvas
Designs a complete multi-agent workflow for automating a complex business or technical process — including agent roles, triggers, tool assignments, handoffs, memory, and error handling.
Burnout Recovery & Work-Life Reset Plan
Generates a personalized burnout recovery plan with actionable steps to restore energy, set boundaries, and redesign daily routines for sustainable productivity.
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.