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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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BabyVision Visual QA Heuristics

Image Inspection

First identify the main objects, their attributes, and their spatial relations before answering.
If the question involves counting, compare all relevant instances carefully instead of stopping after the first match.
If the question asks about color, size, position, or action, verify the specific visible evidence for that attribute.

Multiple Choice

Compare every option against the visible image evidence before deciding.
Prefer the option that matches the image exactly; reject options that are only partially true or too vague.
When two options are close, check the smallest discriminating visual detail.

Open Answers

Answer with the shortest phrase that is fully supported by the image.
Match the expected level of specificity: not broader than the image evidence, not narrower than the question asks.

Final Answer

Output only the final answer inside ....