Feature #2124

Strongest examples

On text the dictionary never trained on. The underlined token is where it fires most.

1. agent 2.62
   .py⏎test_stats.py<|tool_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
2. agent 2.53
   .py⏎test_core.py<|tool_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
3. agent 2.47
   <|tool_start|>Created file successfully: hello.py<|tool_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
4. agent 2.45
   <|user_start|>What does app.py print?<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
5. agent 2.44
   the tests in test_lib.py<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
6. agent 2.44
   <|user_start|>What does main.py print?<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
7. agent 2.43
   tests in test_utils.py.<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
8. agent 2.43
   .py⏎test_items.py<|tool_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
9. agent 2.41
   <|user_start|>What does main.py print?<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
10. agent 2.39
    <|tool_start|>Created file successfully: say.py<|tool_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
11. agent 2.38
    <|user_start|>What does main.py print?<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3
12. agent 2.37
    <|system_end|><|user_start|>Run test_utils.py<|user_end|><|assistant_start|><|tool_call_start|>shell<|arg|>command=python3