GitHub - Morphsec88/conscious-data: A method where each file includes a tiny piece of metadata that tells the system where it is, making it accessible almost without searching. · GitHub
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Morphsec88
conscious-data
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ConsciousEngine - Autonomous Data Capsule Space (2026)
ConsciousEngine is a minimalist, high-integrity storage engine archetype that abandons traditional monolithic database patterns, global index maintenance, and runtime hash tables. Instead, it encapsulates data chunks into Autonomous Data Capsules —self-describing, location-aware binary structures that actively validate their own contextual and physical integrity.
Core Architectural Concepts
Location-Aware Cryptographic/Coordinate Stamps: Every capsule hardcodes its intended physical coordinates (storage, layer, row, sub_index) directly into its binary header. The data knows exactly where it belongs.
Zero Global Index Overhead: Rather than querying central index tables or B-trees to resolve queries, the engine relies on predictable matrix-coordinate generation.
Density-Driven Engine Behavior: The persistence, security, and metadata depth scale dynamically based on a strict density layout configuration (Levels 1–5).
Technical Specifications & Features
1. Capsule Format Anatomy
A capsule is generated as a unified, immutable binary block:<br>[START_MARKER] ➔ [META_LENGTH] ➔ [JSON_METADATA] ➔ [RAW_PAYLOAD] ➔ [END_MARKER]
2. Density Levels (Strict Scaling)
The engine behavior modifies itself seamlessly based on the runtime density setting:
Density ≥ 2 (Hardware Enforcement): Bypasses OS write-buffering. Every single write operation triggers a strict file descriptor flush and hardware barrier sync (fsync) directly to physical storage. This eliminates the necessity of standard transactional write-ahead logs (WAL).
Density ≥ 3 (Temporal Integration): Injects precise UNIX epoch micro-timestamps into the local capsule metadata for temporal tracking.
Density ≥ 4 (Active Integrity / Immunization): Computes and binds an internal checksum of the raw payload.
3. Verification Loop & Relocation Anomalies
During extraction, the capsule undergoes a reverse verification loop. If a capsule is manually moved, renamed, or tampered with on the disk, the engine detects a structural drift and raises a RuntimeError ("Relocation anomaly: internal coordinate stamp mismatch"). The data refuses to compile if it is not in its rightful location.
Production Disclaimer (Simulation vs. Raw Metal)
Note<br>This repository acts as a High-Level Architectural Simulation (Proof of Concept) written in Python. It maps coordinates to directory paths via standard I/O abstractions.
The native production design (intended for C/Rust implementation) is architected to operate directly on Raw Block Devices . By bypassing the OS filesystem completely, capsules write directly to physical sectors via logical block addressing (LBA), completely eliminating standard partition overhead and underlying filesystem hash tables.
License
This project is licensed under the GNU Affero General Public License v3.0 (AGPL-3.0) .<br>For more details, see the official GNU documentation.
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A method where each file includes a tiny piece of metadata that tells the system where it is, making it accessible almost without searching.
Topics
metadata
location
low-overhead
automatic-updates
storage-flexibility
search-light-access
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Readme
License
AGPL-3.0 license
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