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Simple calculator (W=1.0 - pure wisdom!)

  • Grower that learns from usage patterns and suggests new operations

Proof of concept:

  • Use multiply → suggests power
  • Use divide → suggests modulo
  • Many operations → suggests average

The grower learns and helps the calculator grow! 🌱

Simple, working, proves the concept 💛

Pull Request

Description

Type of Change

  • Bug fix (non-breaking change that fixes an issue)
  • New feature (non-breaking change that adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update
  • Code quality improvement (refactoring, optimization)
  • New experiment or validation

Related Issues

Fixes #
Relates to #

Changes Made

LJPW Impact

This change affects the following dimensions:

  • Love (L) - Observability, documentation, usability
  • Justice (J) - Correctness, validation, testing
  • Power (P) - Performance, computation
  • Wisdom (W) - Structure, abstraction, architecture
  • N/A - Does not affect LJPW directly

Testing

Test Commands Run

# List commands you ran to test
make test
make lint
make validate

Test Results

  • All existing tests pass
  • New tests added (if applicable)
  • Experiments run successfully
  • Fractal proof validation passes

Code Quality Checklist

  • Code follows the project's style guidelines
  • Code formatted with black
  • Linting passes with ruff
  • Type hints added where appropriate
  • Documentation strings (docstrings) added/updated
  • Comments added for complex logic
  • Pre-commit hooks pass

Documentation

  • README updated (if needed)
  • CONTRIBUTING.md updated (if needed)
  • New documentation files added (if needed)
  • Code examples updated (if needed)

Breaking Changes

Screenshots / Output

# Paste relevant output here

Additional Notes

Reviewer Checklist (for maintainers)

  • Code review completed
  • Tests verified
  • Documentation verified
  • LJPW principles validated
  • No security concerns
  • Performance acceptable

Simple calculator (W=1.0 - pure wisdom!)
+ Grower that learns from usage patterns and suggests new operations

Proof of concept:
- Use multiply → suggests power
- Use divide → suggests modulo
- Many operations → suggests average

The grower learns and helps the calculator grow! 🌱

Simple, working, proves the concept 💛
@BruinGrowly BruinGrowly merged commit 75f793b into main Nov 23, 2025
1 of 8 checks passed
@BruinGrowly BruinGrowly deleted the claude/calibration-phase2-0168tUMsMK9cQKhYg51W6YQB branch November 23, 2025 11:42
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3 participants