OM

Author: connorbenj61-pixel

ai_roadmap/ROADMAP.md

@@ -0,0 +1,44 @@
+# AI System Advancement Roadmap
+
+## 1. Define Vision & Goals
+- Specify target domain and objectives.
+
+## 2. Assess Current State
+- Audit codebase and AI capabilities.
+
+## 3. Upgrade Core AI Capabilities
+- Integrate state-of-the-art models.
+- Add multi-modal support.
+- Implement continuous learning.
+
+## 4. Data Strategy
+- Gather and curate datasets.
+- Automate labeling and augmentation.
+- Ensure privacy and compliance.
+
+## 5. Infrastructure & Scalability
+- Set up scalable infrastructure (cloud/on-premise, GPU/TPU).
+- Use Docker/Kubernetes for deployment.
+- Implement distributed training/inference.
+
+## 6. Automation & Versioning
+- Use Git for code/data versioning.
+- Automate training, evaluation, deployment (CI/CD).
+- Regularly back up models, datasets, results.
+
+## 7. Advanced Features
+- Add explainability modules.
+- Implement real-time adaptation.
+- Integrate with external APIs/platforms.
+
+## 8. Testing & Evaluation
+- Set up automated testing.
+- Benchmark against industry standards.
+
+## 9. Security & Ethics
+- Implement robust security.
+- Address ethical considerations and bias.
+
+## 10. Documentation & Community
+- Maintain documentation.
+- Engage with the AI community.

animus_ai.py

@@ -1,10 +1,10 @@
-
 """
 Animus AI: Foundation for an IT-skilled AI agent.
 Assimilates Archivist DNA AI for advanced text evolution.
 """
 
 from archivist_dna import archivist_dna_assimilate
+import subprocess
 
 class Animus:
     def __init__(self, name="Animus"):
@@ -37,6 +37,24 @@ def assimilate_phrase(self, phrase):
     def list_skills(self):
         return self.skills
 
+    def encrypt_code_file(self, input_path, output_path, password):
+        """
+        Encrypt a code file using cipher_tool.py
+        """
+        result = subprocess.run([
+            "python", "cipher_tool.py", "encrypt", input_path, output_path, password
+        ], capture_output=True, text=True)
+        return result.stdout + result.stderr
+
+    def decrypt_code_file(self, input_path, output_path, password):
+        """
+        Decrypt a code file using cipher_tool.py
+        """
+        result = subprocess.run([
+            "python", "cipher_tool.py", "decrypt", input_path, output_path, password
+        ], capture_output=True, text=True)
+        return result.stdout + result.stderr
+
 
 if __name__ == "__main__":
     animus = Animus()
@@ -48,3 +66,10 @@ def list_skills(self):
     print("\n[Animus Assimilation Demo]")
     phrase = "Assimilate this phrase with genius DNA."
     print(animus.assimilate_phrase(phrase))
+    # Demonstrate encryption and decryption
+    print("\n[Encryption/Decryption Demo]")
+    input_file = "example.txt"
+    output_file = "example_encrypted.txt"
+    password = "password"
+    print(animus.encrypt_code_file(input_file, output_file, password))
+    print(animus.decrypt_code_file(output_file, input_file, password))

cipher_tool.py

@@ -0,0 +1,85 @@
+# cipher_tool.py
+"""
+A simple AES-based file encryption and decryption tool for automating code protection.
+"""
+import os
+from Crypto.Cipher import AES
+from Crypto.Random import get_random_bytes
+from Crypto.Protocol.KDF import PBKDF2
+
+import hashlib
+
+BLOCK_SIZE = 16  # AES block size in bytes
+SALT_SIZE = 16   # Salt size in bytes
+KEY_SIZE = 32    # AES-256
+ITERATIONS = 100_000
+
+def pad(data):
+    padding_len = BLOCK_SIZE - len(data) % BLOCK_SIZE
+    return data + bytes([padding_len]) * padding_len
+
+def unpad(data):
+    padding_len = data[-1]
+    return data[:-padding_len]
+
+def derive_key(password, salt):
+    return PBKDF2(password, salt, dkLen=KEY_SIZE, count=ITERATIONS)
+
+def encrypt_file(input_path, output_path, password):
+    salt = get_random_bytes(SALT_SIZE)
+    key = derive_key(password.encode(), salt)
+    cipher = AES.new(key, AES.MODE_CBC)
+    with open(input_path, 'rb') as f:
+        plaintext = f.read()
+    padded = pad(plaintext)
+    ciphertext = cipher.encrypt(padded)
+    with open(output_path, 'wb') as f:
+        f.write(salt + cipher.iv + ciphertext)
+    print(f"Encrypted {input_path} -> {output_path}")
+
+def decrypt_file(input_path, output_path, password):
+    with open(input_path, 'rb') as f:
+        salt = f.read(SALT_SIZE)
+        iv = f.read(BLOCK_SIZE)
+        ciphertext = f.read()
+    key = derive_key(password.encode(), salt)
+    cipher = AES.new(key, AES.MODE_CBC, iv=iv)
+    padded = cipher.decrypt(ciphertext)
+    plaintext = unpad(padded)
+    with open(output_path, 'wb') as f:
+        f.write(plaintext)
+    print(f"Decrypted {input_path} -> {output_path}")
+
+def generate_checksum(file_path, algo='sha256'):
+    """
+    Generate a checksum (SHA-256 by default) for a file.
+    """
+    h = hashlib.new(algo)
+    with open(file_path, 'rb') as f:
+        for chunk in iter(lambda: f.read(4096), b''):
+            h.update(chunk)
+    return h.hexdigest()
+
+def verify_checksum(file_path, expected_checksum, algo='sha256'):
+    """
+    Verify a file's checksum matches the expected value.
+    """
+    actual = generate_checksum(file_path, algo)
+    return actual == expected_checksum, actual
+
+if __name__ == "__main__":
+    import argparse
+    parser = argparse.ArgumentParser(description="Encrypt or decrypt files using AES.")
+    parser.add_argument('mode', choices=['encrypt', 'decrypt'], help='Mode: encrypt or decrypt')
+    parser.add_argument('input', help='Input file path')
+    parser.add_argument('output', help='Output file path')
+    parser.add_argument('password', help='Password for encryption/decryption')
+    args = parser.parse_args()
+    if args.mode == 'encrypt':
+        encrypt_file(args.input, args.output, args.password)
+    else:
+        decrypt_file(args.input, args.output, args.password)
+
+# Example usage:
+# checksum = generate_checksum('somefile.py')
+# ok, actual = verify_checksum('somefile.py', checksum)