update

[SunrisesIllNeverSee]

What this changes

Type of change

• Seed data (new program or questions added to archive)
• MCP server — new tool / resource / prompt
• MCP server — bug fix
• Database migration
• Next.js UI
• Infrastructure / config

Checklist

For MCP server changes:

• npm run build passes with zero TypeScript errors
• Tool/resource/prompt registered in src/index.ts
• Input schema uses .strict()
• Returns both content[text] and structuredContent
• Supabase join access uses Array.isArray guard pattern

For migrations:

• New migration file named 00N_description.sql (next in sequence)
• Idempotent where possible (IF NOT EXISTS, ON CONFLICT DO NOTHING)
• RLS policies included for any new tables
• Tested on a fresh Supabase branch before merging to main

For seed data:

• Real questions verified from actual application (not guessed)
• Exact phrasing, not paraphrased
• Theme classification matches valid themes (see CONTRIBUTING.md)
• compute_significance_scores() runs clean after insert

Notes for reviewer

[vercel]

The latest updates on your projects. Learn more about Vercel for GitHub.

Project	Deployment	Actions	Updated (UTC)
application-hub	Ready	Preview, Comment	May 26, 2026 1:58pm

[supabase]

This pull request has been ignored for the connected project betcyfbzsgusaghriptz because there are no changes detected in supabase directory. You can change this behaviour in Project Integrations Settings ↗︎.

---

Preview Branches by Supabase.
Learn more about Supabase Branching ↗︎.