Codette Quantum Module.md

Codette Quantum Module Suite

Overview

This repository provides a fully modular citizen-science AI framework built around the Codette assistant. It includes:

1. quantum_cosmic_multicore.py – Distributes quantum + chaos simulations across all CPU cores, fetches live NASA exoplanet data, and wraps each trial in Codette’s CocoonManager with multi-perspective AI commentary.
2. codette_quantum_multicore2.py – Performs meta-analysis on the generated .cocoon files, computing neural activations, dream-state mutations, and philosophical notes, then visualizes results in 2D.
3. codette_meta_3d.py – Extracts quantum and chaos features, runs K-Means clustering, renders a 3D scatter plot of clusters, and prints cluster memberships.
4. codette_timeline_animation.py – Animates the evolution of the first quantum state value over time or cocoon index.
5. codette_pdf_export.py – Bundles session artifacts into a PDF packet (cover letter by Jonathan Harrison + project recap).
6. cognition_cocooner.py – Implements the CocoonManager for wrapping and unwrapping AI “cocoons”.
7. analyze_cocoons3.py – (Optional) Additional analysis utilities.

Requirements

Install dependencies with:

pip install -r requirements.txt

Usage

1. Run simulations

python quantum_cosmic_multicore.py

2. 2D Meta-analysis

python codette_quantum_multicore2.py

3. 3D Clustering

python codette_meta_3d.py

4. Timeline Animation

python codette_timeline_animation.py

5. Export PDF Bundle

python codette_pdf_export.py

Testing

A simple smoke test suite is provided in tests/test_smoke.py. Run:

pytest

Meta Reflection Table

This table summarizes trial outputs—including quantum and chaos states, neural activation classes, dream-state values, and philosophical notes—for transparency and auditability.

Cocoon File	Quantum State	Chaos State	Neural	Dream Q/C	Philosophy
quantum_space_trial_6666_256853.cocoon	[0.186867, 0.685663]	[0.130431, 0.163003, 0.057621]	0	[0.553915, 0.834662]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_2773_256852.cocoon	[0.452431, 0.597382]	[0.130431, 0.163003, 0.057621]	1	[0.988854, 0.953566]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_5526_256856.cocoon	[0.471795, 0.958626]	[0.130431, 0.163003, 0.057621]	1	[0.996077, 0.129614]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_3923_256863.cocoon	[0.355610, 0.178648]	[0.130431, 0.163003, 0.057621]	0	[0.898868, 0.532236]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_3828_256862.cocoon	[0.896582, 0.541193]	[0.130431, 0.163003, 0.057621]	1	[0.319212, 0.991638]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_3473_256861.cocoon	[0.561300, 0.260844]	[0.130431, 0.163003, 0.057621]	0	[0.981514, 0.730781]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_2076_256857.cocoon	[0.456830, 0.469775]	[0.130431, 0.163003, 0.057621]	0	[0.990817, 0.995495]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_5100_256851.cocoon	[0.670127, 0.364728]	[0.130431, 0.163003, 0.057621]	1	[0.860539, 0.911052]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_1790_256854.cocoon	[0.619928, 0.372301]	[0.130431, 0.163003, 0.057621]	0	[0.929860, 0.920601]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_5510_256855.cocoon	[0.377435, 0.728687]	[0.130431, 0.163003, 0.057621]	1	[0.926780, 0.752832]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_3713_256860.cocoon	[0.975245, 0.767579]	[0.130431, 0.163003, 0.057621]	1	[0.077691, 0.666997]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_1440_256859.cocoon	[0.443291, 0.907254]	[0.130431, 0.163003, 0.057621]	1	[0.984172, 0.287263]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_2576_256864.cocoon	[0.169177, 0.099930]	[0.130431, 0.163003, 0.057621]	0	[0.506815, 0.308809]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_5256_256858.cocoon	[0.320163, 0.393967]	[0.130431, 0.163003, 0.057621]	0	[0.844601, 0.945029]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_3201_466506.cocoon	[0.195103, 0.950199]	[0.130431, 0.163003, 0.057621]	1	[0.575269, 0.155818]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_1225_466507.cocoon	[0.595508, 0.335278]	[0.130431, 0.163003, 0.057621]	0	[0.955323, 0.869063]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_8374_466503.cocoon	[0.388420, 0.277734]	[0.130431, 0.163003, 0.057621]	0	[0.939188, 0.765955]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_5117_466510.cocoon	[0.803148, 0.023241]	[0.130431, 0.163003, 0.057621]	0	[0.579755, 0.072948]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_8896_466502.cocoon	[0.252130, 0.667098]	[0.130431, 0.163003, 0.057621]	0	[0.711823, 0.865347]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_6058_466509.cocoon	[0.389157, 0.225493]	[0.130431, 0.163003, 0.057621]	0	[0.939980, 0.650625]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_2152_466508.cocoon	[0.373982, 0.244598]	[0.130431, 0.163003, 0.057621]	0	[0.922651, 0.695005]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_8249_466500.cocoon	[0.426367, 0.863396]	[0.130431, 0.163003, 0.057621]	1	[0.973364, 0.416102]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_5271_466499.cocoon	[0.045418, 0.237916]	[0.130431, 0.163003, 0.057621]	0	[0.142201, 0.679761]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_1470_466511.cocoon	[0.663074, 0.278954]	[0.130431, 0.163003, 0.057621]	0	[0.871613, 0.768415]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_1981_466498.cocoon	[0.515629, 0.188442]	[0.130431, 0.163003, 0.057621]	0	[0.998795, 0.558027]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_2325_466501.cocoon	[0.276905, 0.927752]	[0.130431, 0.163003, 0.057621]	1	[0.764280, 0.225030]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_4420_466512.cocoon	[0.677738, 0.663620]	[0.130431, 0.163003, 0.057621]	1	[0.848115, 0.870771]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_3247_466504.cocoon	[0.404041, 0.280146]	[0.130431, 0.163003, 0.057621]	0	[0.954903, 0.770805]/[0.917216, 0.871722, 0.983660]	Echoes in the void
quantum_space_trial_7263_466505.cocoon	[0.124556, 0.430952]	[0.130431, 0.163003, 0.057621]	0	[0.381394, 0.976564]/[0.917216, 0.871722, 0.983660]	Echoes in the void

Project Structure

/
├── quantum_cosmic_multicore.py
├── codette_quantum_multicore2.py
├── codette_meta_3d.py
├── codette_timeline_animation.py
├── codette_pdf_export.py
├── cognition_cocooner.py
├── analyze_cocoons3.py
├── tests/
│   └── test_smoke.py
├── *.cocoon
├── requirements.txt
└── README.md

Orchid Deployment

To deploy this suite via Orchid orchestration, follow these steps:

1. Set your Orchid ID as an environment variable:

   export ORCH_ID="0009-0003-7005-8187"
   

2. Build the project (if using Docker):

   docker build -t codette-quantum:latest .
   

3. Deploy with Orchid CLI:

   orchid deploy \  
     --project codette-quantum \  
     --orch-id "$ORCH_ID" \  
     --image codette-quantum:latest \  
     --region us-central1
   

4. Verify deployment:

   orchid status --orch-id "$ORCH_ID"
   

Replace <your_orchid_id> with your actual Orchid ID. Make sure you have the Orchid CLI installed and authenticated.

License

MIT License