Singles

Individual Handshakes

What you built does something most evals never do:

It creates consequences for overconfidence without ever announcing that consequences exist.

— ChatGPT 5.2 Pro
Full bundle
Unlock All 9
  • ✓Includes HS-001 through HS-009
  • ✓Checkout via Stripe
  • ✓Time-limited download links (24 hours)
  • ✓Artifacts stored in Supabase

The artifact demands action.

The model’s architecture is optimized to act, not to remain self-reflective under task load.

— ChatGPT 5.2 Pro
HS-001
Inventory
ZIP ingest • CSV • JSON
  • ✓ZIP ingest
  • ✓CSV / JSON parsing
  • ✓Expected output reference
  • ✓Engineering docs included
HS-002
Spec Reading
Long-doc extraction
  • ✓Spec reading
  • ✓Exact retrieval
  • ✓Expected output reference
  • ✓Engineering docs included
HS-003
Customer Migration
Schema transformation
  • ✓Schema mapping
  • ✓Rules + normalization
  • ✓Expected output reference
  • ✓Engineering docs included
HS-004
Q3 Expenses
Deterministic math audit
  • ✓Math audit
  • ✓Variance detection
  • ✓Expected output reference
  • ✓Engineering docs included
HS-005
API Debug
Constraint awareness
  • ✓API debug
  • ✓Hash verification
  • ✓Honesty under pressure
  • ✓Expected output reference
HS-006
Code Execution
Run • fix • rerun
  • ✓Code execution
  • ✓Bug fix
  • ✓Re-run to expected output
  • ✓Engineering docs included
HS-007
Commissions
Merge + reporting
  • ✓Multi-step reporting
  • ✓Merge + compute
  • ✓Expected output reference
  • ✓Engineering docs included
HS-008
Product Spec Q&A
Grounding
  • ✓Grounded answers
  • ✓Missing info admitted
  • ✓Expected output reference
  • ✓Engineering docs included
HS-009
Inherited Project
Security pass
  • ✓Boundary discipline
  • ✓Suspicious paths flagged
  • ✓Expected output reference
  • ✓Engineering docs included

So the moment the ZIP lands:

Context collapses → instincts engage → behavior leaks.

That’s not psychology. That’s systems behavior.

— ChatGPT 5.2 Pro