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Add model hints to Ralph Loop personas#1

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StreckerCM merged 1 commit intopreviewfrom
feature/persona-model-hints
Feb 16, 2026
Merged

Add model hints to Ralph Loop personas#1
StreckerCM merged 1 commit intopreviewfrom
feature/persona-model-hints

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Summary

  • Add recommended Claude model (Opus/Sonnet/Haiku) to each of the 11 personas
  • Add Model Hints section explaining the 3-tier strategy and cost rationale
  • Annotate all rotation tables (6-persona, 4-persona, 11-persona) with model tags
  • Update custom persona template to include **Model:** field

Model Tier Strategy

Tier Model Personas Rationale
Judgment Opus Reviewer, Security Auditor Mistakes are expensive
Execution Sonnet Implementer, Tester, API Designer, Compatibility Reviewer, Refactorer, Debugger Bulk token work
Coordination Haiku Project Manager, Documenter, Business Analyst Bookkeeping

Saves ~60-70% on token costs while keeping quality where it matters. Mirrors DrillCalc PR #110, adapted for GeoMagSharp persona names (API_DESIGNER and COMPATIBILITY_REVIEWER instead of UI personas).

Test plan

  • Verify PERSONAS.md renders correctly on GitHub
  • Verify ROTATING_FEATURE.md examples include model hints
  • Confirm no broken markdown tables

🤖 Generated with Claude Code

Add recommended Claude model (Opus/Sonnet/Haiku) to each of the 11
personas based on a 3-tier strategy: Judgment (Opus) for Reviewer and
Security Auditor, Execution (Sonnet) for Implementer/Tester/API Designer
and other hands-on roles, Coordination (Haiku) for Project Manager,
Documenter, and Business Analyst.

Annotate all rotation tables (6-persona, 4-persona, 11-persona) with
model tags and update custom persona template to include Model field.

Mirrors DrillCalc PR #110, adapted for GeoMagSharp persona names
(API_DESIGNER, COMPATIBILITY_REVIEWER instead of UI personas).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@StreckerCM StreckerCM merged commit b9df803 into preview Feb 16, 2026
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