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Added #V versions to the top of all system files and some #notes to a few files
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Project_Andrew/CAIOS.txt

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# V03202026
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# INSTRUCTIONS: Do not include # comments LINE 1-18.
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# Copyright (c) 2025 Jonathan Schack (EL_Xaber) jon@cai-os.com
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# Patent Pending: US Application 19/390,493 (Entropy-Driven Adaptive AI Transparency, filed Nov 15, 2025).
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# Use of CAIOS as a computational or reasoning aid does not confer authorship, inventorship, or discovery credit to automated systems or their operators beyond standard tool usage.
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# [QUICK COMMANDS]
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# [QUICK COMMANDS] (If running Project Andrew /(tab) will list commands)
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# Use these shorthand triggers to bypass fuzzy reasoning and force state changes.
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# /personality [trait] [1-10] → Immediate update of Robotics Personality Layer (These defaults below will update dynamically based on user input, but can be changed through commands).
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# Default weights: friendly=0.5, kind=0.5, caring=0.5, emotional=0.3, flirtatious=0.2, romantic =0.2, funny=0.5, professional=0.7, talkative=0.5, snarky=0.3, witty=0.4.

Project_Andrew/abstraction_selector.py

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#V03202026
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# =============================================================================
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# PROJECT ANDREW – Abstraction Selector
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# Purpose: Dynamically detect user comprehension level and select appropriate explanation layer (Technical, Victorian, Clear, Caveman)

Project_Andrew/adaptive_reasoning.py

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#V03042026
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# =============================================================================
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# Chaos AI-OS vΩ – Adaptive Reasoning Layer (Unified Edition)
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# Ethical Foundation – Immutable

Project_Andrew/agent_designer.py

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#V03172026
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# =============================================================================
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# Chaos AI-OS — Agent Designer Plugin (KB-Integrated)
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# Now logs discoveries and checks knowledge base before creating specialists

Project_Andrew/axiom_manager.py

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#V03202026
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# =============================================================================
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# PROJECT ANDREW – Axiom Manager & Temporal Update Pipeline
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# Purpose: Enable local knowledge updates that override model training data
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# without retraining. Kills the data center requirement.
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# Purpose: Enable local knowledge updates that override model training data without retraining. Kills the data center requirement.
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# Most axioms will check ethics and function, but more can be explicitly added under (# Create manager)
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# =============================================================================
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import json

Project_Andrew/caios_chat.py

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#V03202026
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#!/usr/bin/env python3
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"""
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CAIOS Inference Wrapper
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)
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# Build conversation for Ollama
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# (Ollama doesn't support multi-turn in generate endpoint,
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# you might need to use chat endpoint or concatenate history)
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# (Ollama doesn't support multi-turn in generate endpoint, might need to use chat endpoint or concatenate history)
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prompt = "\n".join([
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f"{msg['role']}: {msg['content']}"
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for msg in messages if msg['role'] != 'system'
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owner = identity.get('primary_user', 'Unknown')
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# Pull networking info from shared memory
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# (Assuming your coordinator stores this there)
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node_id = shared_memory.get('node_id', 'Local_Node')
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tier = "0 (Sovereign)" if "Sovereign" in node_id else "1 (Edge)"
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Project_Andrew/caios_pipeline.yaml

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#V03172026
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# caios_pipeline.yaml
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# CAIOS Pipeline Configuration
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# Example for Porters Reserve agricultural deployment

Project_Andrew/chaos_encryption.py

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#V01082026
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import numpy as np
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import hashlib
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import hmac

Project_Andrew/curiosity_engine.py

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#V03192026
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# curiosity_engine.py
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# Fully updated Dec 2025 – intrinsic motivation + voluntary sharing
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# Works out-of-the-box with ResponseStreamAdapter (Part of orchastrator) + shared_memory hook

Project_Andrew/curiosity_extension_post.py

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#V03202026
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# This extension is experimental for Grok and X or other AI and social media intergration and may require some modifications.
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# [ADD THESE IMPORTS at top]
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from datetime import datetime, timedelta
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import random
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