Lovable + Social Media + ChatGPT Agent

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We’re building Social Agents, a system that watches social media accounts, analyzes their posts, and uses ChatGPT to generate on-brand draft comments in our brand voice. The workflow is:

Apify → Supabase/Lovable (storage + review UI) → ChatGPT (comment analysis + generation).

Humans then approve or reject suggested comments before they’re posted back to Instagram.

You’ll help us turn our working proof-of-concept into a production-ready module inside Lovable, scoped so it’s secure and integrates with the rest of our app.

Responsibilities

Build and refine the Social Agents page in Lovable (Next.js-style framework).

Connect to Apify to analyze social posts reliably.

Store and serve data from Supabase with proper schema design and Row Level Security (RLS).

Integrate with the ChatGPT API for post classification and draft comment generation using our tone rules.

Implement a human review queue so comments can be approved or rejected.

Ensure all work is scoped securely.

Document setup and workflows so other team members can maintain the system.

Required Skills

Experience with Lovable.dev (or solid Next.js / React / TypeScript skills).

Proficiency with Supabase (Postgres schemas, RLS, API integration).

Comfort with Apify (actors, datasets, session cookies, proxies).

Familiarity with OpenAI / ChatGPT APIs (prompt design, structured outputs).

Knowledge of secure environment setup (env vars, scoped permissions).

Strong debugging skills across integrations (scraping → storage → UI → API).

Nice-to-haves

Worked with Apify actors at scale

Safety/abuse prevention for generated content

Prompt templating/LLM familiarity (we use template-based drafts today)

pg_cron/cron job orchestration and operational runbooks

Shadcn/Radix UI for fast, accessible admin tooling

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