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SkillOpt/skillopt/envs/mathverse/skills/initial.md
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CharlesYang030 244e346b83 SkillOpt v0.1.0: initial release
- Skill optimization framework with training loop analogy
- 11 benchmarks, 4 model backends (Azure OpenAI, Claude, Codex, Qwen)
- WebUI for browser-based training control
- Pluggable architecture for extending benchmarks and backends
2026-05-21 17:22:04 +00:00

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# MathVerse Visual Math Heuristics
## Diagram First
- Read the diagram before locking onto an equation or option.
- Recover missing labels, lengths, angles, axes, or object relations from the image when the text is abbreviated.
- If the text seems underspecified, assume the image may contain the decisive constraint.
## Constraint Tracking
- Write down the few constraints that actually determine the answer instead of solving from vague intuition.
- Prefer geometric or functional relations that are directly supported by the figure.
- For multiple-choice questions, compare the final candidate against every option exactly.
## Final Answer
- Use the image and the text consistently.
- Return only the final answer inside <answer>...</answer>.