Feature: Agentic AI Feed Assistant for Smart Interactions

[hoangsonww]

Summary

Add an Agentic AI Feed Assistant that helps users navigate Meadows more intelligently. Instead of passively scrolling, the assistant will plan, recommend, and automate social interactions. For example:

• Suggesting which posts to engage with based on interests.
• Summarizing long threads into key points.
• Automatically drafting replies, captions, or hashtags.
• Recommending people to follow based on behavior.

This transforms Meadows from a static feed reader into an AI-powered social companion.

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Problem / Motivation

• Current app: Users manually scroll, read, like, and follow.
• Problem: Information overload leads to missed posts, weak engagement, and fatigue.
• Solution: An AI agent that curates, summarizes, and assists while preserving user control.

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Proposed Solution

• Backend:

  • Add an agentic-service powered by Supabase + OpenAI.

  • Provide endpoints:

    • /api/agent/recommend-posts
    • /api/agent/summarize-thread
    • /api/agent/auto-draft

  • Store AI insights in Supabase (per-user preferences).

• Frontend:

  • Add AI Assistant panel on the feed page.
  • Toggle Agentic Mode to see curated feed + summaries.
  • Inline “Smart Draft” button in the post composer.

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Architecture (Mermaid)

flowchart TD
    User[User in Meadows] --> Feed[Feed & Profile Data]
    Feed --> AgentPlanner[Agent Planner]
    AgentPlanner -->|Curates| Recommender[Post Recommender]
    AgentPlanner -->|Summarizes| Summarizer[Thread Summarizer]
    AgentPlanner -->|Generates| AutoDraft[Caption/Reply Generator]
    Recommender --> Supabase[(Supabase DB)]
    Summarizer --> Supabase
    AutoDraft --> Supabase
    Supabase --> Results[Personalized Results]
    Results --> User

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• Agent Planner: Decides which AI action to take (recommend, summarize, draft).
• Recommender: Finds posts based on user interests.
• Summarizer: Condenses threads.
• AutoDraft: Generates text (captions, comments, hashtags).
• Supabase: Stores insights for persistence.

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Acceptance Criteria

• /api/agent/recommend-posts returns 5–10 personalized posts.
• /api/agent/summarize-thread outputs a concise summary.
• /api/agent/auto-draft generates a draft caption in <2s.
• Frontend shows AI Assistant panel with toggle.
• Users retain control: AI suggests, users approve/ignore.

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Benefits

• Improves engagement (users see what matters most).
• Reduces cognitive load by summarizing long content.
• Boosts creativity with auto-drafted captions & hashtags.
• Differentiates Meadows as AI-native social media for Gen-Z.

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