hermes-skills/skills/devops/python-web-service-deployment/references/session-2026-07-08.md

Shark Game skill updates from this session (2026-07-08):

New learning captured in existing skills

delegation-pattern (patched)

• Model chain updated: Opus 4.8 is now PRIMARY (was 4.7)

python-web-service-deployment

• Added: references/shark-incident-10yr-reference.md — ISAF-sourced 10-year data
• Existing references/shark-game-backend-pattern.md already covers the scoring system
• The leaflet-map-integration.md reference already covers the map integration

What was NOT captured as a new skill (correctly)

• The fish info popup and toggle views are detailed enough in the existing draft-room.html
• AI scraper pattern is already in the skill tree under python-web-service-deployment references
• The sign-up display_name fix, badge CSS fix, and DB seeding patterns are documented as pitfalls in the deployment skill