Remove automatic README loading from context window
README.md is no longer auto-loaded into the LLM context at startup. This saves ~4,600 tokens per session while AGENTS.md and memory.md still provide all critical information for code tasks. Changes: - Delete read_project_readme() function - Remove readme_content parameter from combine_project_content() - Rename extract_readme_heading() -> extract_project_heading() - Rename Agent constructors: *_with_readme_* -> *_with_project_context_* - Update context preservation to only check for Agent Configuration - Remove has_readme field from LoadedContent - Update all tests to use new markers and function names The LLM can still read README.md on-demand via read_file when needed.
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@@ -131,7 +131,7 @@ g3 supports local models via llama.cpp with Metal acceleration on macOS. Here's
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#### Local Models
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| Model | Size | Speed | Agentic Score | Notes |
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|-------|------|-------|---------------|-------|
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| **Qwen3-32B** (Dense) | 18 GB | Slow | ⭐⭐⭐ | Good reasoning, spotty execution |
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| ~~Qwen3-32B~~ (Dense) | 18 GB | Slow | ❌ | Good reasoning, but flails on execution and crashes |
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| Qwen3-14B | 8.4 GB | Medium | ⭐⭐ | Understands tasks but makes implementation errors |
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| GLM-4 9B | 5.7 GB | Fast | ⭐⭐ | Quick responses, may struggle with complex tasks |
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| Qwen3-4B | 2.3 GB | Very Fast | ❌ | Generates malformed tool calls - not for agentic use |
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