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Cross-LLM Thread Reconstruction

Drop in raw exports from any LLM. Synthpad clusters them by topic via shared-vocabulary similarity and surfaces the implicit project tree — across providers and across days.

Reconstructed project tree
3 clusters · 5 threads

payments

2 threads
#payments#stripe
  1. chatgptStripe migration plan
    • We need to move from PayPal to Stripe Connect by Q3.
    • Subscriptions table will need a `stripe_customer_id` column.
    • Webhook signature verification must use timingSafeEqual.
  2. claudeRefund policy
    • Refunds inside 14 days are full; after that pro-rated.
    • Stripe issues credit memos via the Connect API.
    • Slack approval flow is required for refunds > $200.

auth

2 threads
#auth#passkeys
  1. chatgptAuth provider switch
    • NextAuth v5 supports passkeys natively.
    • Migration from Clerk should be incremental.
    • Session token rotation policy: 24h sliding.
  2. geminiPasskey UX
    • Conditional UI exposes passkeys directly in the email field.
    • Fallback to magic link if no passkey is registered.
    • Show an account-recovery flow for lost devices.

seo

1 thread
#seo#growth#schema#marketing
  1. claudeProgrammatic SEO plan
    • Target 50 niche pages per asset for indexing in 30 days.
    • Internal linking topology is more important than backlinks initially.
    • Use Schema.org SoftwareApplication + AggregateRating for rich results.
Powered by Jaccard similarity over topic tags (threshold 0.18). In production this backs onto OpenAI text-embedding-3-small with cosine similarity for semantic clustering across raw paste content.