0a7630c263
- Convert .formula.json files to .formula.yaml - Update molecule-algebra.md to specify YAML format - Update molecular-chemistry.md proto examples - Add Safety Constraints section: cycle detection, aspect self-matching prevention, max expansion depth, graceful degradation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
36 lines
1.1 KiB
YAML
36 lines
1.1 KiB
YAML
formula: rule-of-five
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type: expansion
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description: >
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Jeffrey Emanuel's discovery: LLM agents produce best work through 4-5
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iterative refinements. Breadth-first exploration, then editorial passes.
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version: 1
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template:
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- id: "{target}.draft"
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description: >
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Initial attempt at: {target.description}. Don't aim for perfection.
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Get the shape right. Breadth over depth.
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- id: "{target}.refine-1"
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description: >
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First refinement pass. Focus: CORRECTNESS. Fix errors, bugs, mistakes.
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Is the logic sound?
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needs: ["{target}.draft"]
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- id: "{target}.refine-2"
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description: >
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Second refinement pass. Focus: CLARITY. Can someone else understand
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this? Simplify. Remove jargon.
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needs: ["{target}.refine-1"]
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- id: "{target}.refine-3"
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description: >
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Third refinement pass. Focus: EDGE CASES. What could go wrong?
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What's missing? Handle the unusual.
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needs: ["{target}.refine-2"]
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- id: "{target}.refine-4"
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description: >
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Final polish. Focus: EXCELLENCE. This is the last pass. Make it shine.
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Is this something you'd be proud to ship?
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needs: ["{target}.refine-3"]
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