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Instead, it implements:\n\n- **Continuous Entropy Lattice (CEL)** - Self-evolving entropy field regenerated from computational deltas\n- **Probabilistic Hashing Engine (PHE)** - Multi-path hashing with CEL-driven path selection\n- **Contextual Key Emergence (CKE)** - Ephemeral keys reconstructed from context intersections\n- **Data-State Folding (DSF)** - Encryption via multidimensional tensor folding\n- **Polymorphic Cryptographic Flow (PCF)** - Dynamic algorithmic morphing\n- **State Management** - Deterministic reconstruction from compact persistence vectors\n\n## Architecture\n\n```\ncore/\n├── cel/    # Continuous Entropy Lattice\n├── phe/    # Probabilistic Hashing Engine\n├── cke/    # Contextual Key Emergence\n├── dsf/    # Data-State Folding\n├── pcf/    # Polymorphic Cryptographic Flow\n└── state/  # State persistence and reconstruction\n\ninterfaces/\n├── api/    # Programmatic interface\n├── cli/    # Command-line tools\n└── bindings/  # Future cross-language bindings\n\nutils/      # Mathematical primitives\ntests/      # Validation and integrity checks\n```\n\n## Installation\n\n### From GitHub Release (Recommended)\n\nDownload the latest release from [Releases](https://github.com/Seigr-lab/SeigrToolsetCrypto/releases):\n\n```bash\n# Install from wheel (recommended)\npip install seigr_toolset_crypto-0.1.4-py3-none-any.whl\n\n# Or install from source tarball\npip install seigr_toolset_crypto-0.1.4.tar.gz\n```\n\n### From Source (Development)\n\n```bash\ngit clone https://github.com/Seigr-lab/SeigrToolsetCrypto.git\ncd SeigrToolsetCrypto\npip install -e .\n```\n\n## Usage\n\n### Basic API\n\n```python\nfrom interfaces.api import stc_api\n\n# Initialize STC context\ncontext = stc_api.initialize(seed=\"your-seed-phrase\")\n\n# Encrypt data\nencrypted, metadata = context.encrypt(\"sensitive information\")\n\n# Decrypt data\ndecrypted = context.decrypt(encrypted, metadata)\n\n# Generate probabilistic hash\nhash_result = context.hash(\"data to hash\")\n```\n\n### Quick API (One-liners)\n\n```python\nfrom interfaces.api import stc_api\n\n# Quick encrypt - returns encrypted data, metadata, and context\nencrypted, metadata, context = stc_api.quick_encrypt(\"sensitive data\", seed=\"your-seed\")\n\n# Quick decrypt - reconstructs context from metadata\ndecrypted = stc_api.quick_decrypt(encrypted, metadata, seed=\"your-seed\")\n```\n\n### Alternative: Using convenience functions\n\n```python\nfrom interfaces.api import stc_api\n\ncontext = stc_api.initialize(seed=\"your-seed-phrase\")\n\n# Encrypt using stc_api function\nencrypted, metadata = stc_api.encrypt(data=\"sensitive information\", context=context)\n\n# Decrypt using stc_api function\ndecrypted = stc_api.decrypt(encrypted_data=encrypted, metadata=metadata, context=context)\n\n# Hash using stc_api function\nhash_result = stc_api.hash_data(data=\"data to hash\", context=context)\n```\n\n## Principles\n\n1. **No legacy cryptography** - No XOR, no substitution-permutation networks, no block ciphers\n2. **No external randomness** - All entropy from internal computation (timing deltas, state evolution)\n3. **Deterministic from seed** - Same seed produces same initial state; state evolves with CEL dynamics\n4. **Context-sensitive polymorphism** - Behavior adapts to operation chains\n5. **Ephemeral keys** - Keys emerge and discard, never persist\n6. **Self-sovereign security** - No cloud dependencies, no external services, full user control\n\n## Examples\n\nSee `examples/` directory for practical demonstrations:\n\n- **`password_manager/`** - Secure credential storage with self-sovereign encryption\n- **`config_encryption/`** - Configuration file encryption with metadata persistence\n\nRun examples:\n\n```bash\ncd examples/password_manager\npython password_manager.py\n\ncd examples/config_encryption\npython config_example.py\n```\n\n\n## Development Status\n\n**Alpha** - Research-grade cryptographic engine under active development\n\n## License\n\nANTI-CAPITALIST SOFTWARE LICENSE (v 1.4) - See LICENSE file for details\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fseigr-lab%2Fseigrtoolsetcrypto","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fseigr-lab%2Fseigrtoolsetcrypto","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fseigr-lab%2Fseigrtoolsetcrypto/lists"}