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Refactor BatchRunner and AIAgent for enhanced reasoning and tool management, improved tool definitions for fileops
- Updated `ALL_POSSIBLE_TOOLS` to auto-derive from `TOOL_TO_TOOLSET_MAP` for consistent schema. - Introduced `_extract_reasoning_stats` function to track reasoning coverage in assistant turns. - Enhanced `_process_batch_worker` to discard prompts with no reasoning and aggregate reasoning statistics. - Updated documentation and comments for clarity on new features and changes.
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@ -198,10 +198,10 @@ DISTRIBUTIONS = {
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"toolsets": {
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"terminal": 97, # 97% - terminal almost always available
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"file": 97, # 97% - file tools almost always available
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"web": 15, # 15% - web search/scrape for documentation
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"browser": 10, # 10% - browser occasionally for web interaction
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"vision": 8, # 8% - vision analysis rarely
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"image_gen": 3 # 3% - image generation very rarely
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"web": 97, # 15% - web search/scrape for documentation
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"browser": 75, # 10% - browser occasionally for web interaction
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"vision": 50, # 8% - vision analysis rarely
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"image_gen": 10 # 3% - image generation very rarely
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}
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},
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