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Update sample.txt

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- AQ.Ab8RN6JBYrjoSDQYUEaEOycCGZXV6MAAgB4mKzbcvtGPJt_b3A
 
 
 
 
 
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+ cognitive_pipeline_standalone.zip. It runs by itself; they unzip it, read README.md first and COGNITIVE_CONTEXT.md second.
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+ Python 3.10 or newer. I tested on 3.12 on Windows. Mac and Linux should work, since the code uses standard path handling, but I haven't tested them.
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+ Their own Gemini API key, only for live agent runs. Tests, sweeps and construction all work without one. They put it in .env, following .env.example, and need access to gemini-3.1-pro-preview or can set GEMINI_MODEL to another model.