tools

# TOOLS [](LICENSE) Executable implementations for the Natural Law Union lattice. Tools implement protocols — they do not define authority. --- ## Tools ### `event_anchor_logger.py` — SHA-256 Event Anchor Records a timestamped event with a deterministic SHA-256 hash and writes a tamper-evident markdown record. Zero claims about hardware states — only records what you tell it. ```bash python event_anchor_logger.py \ --value "+211" \ --index 65 \ --label "Forward pulse threshold" \ --event-type threshold_probe \ --output forward_anchor.md ``` ```bash # Bash wrapper ./log_anchor.sh +211 65 "Gate threshold measurement" ``` --- ### `feedback_validator.py` — Recursive Drift Prevention Blocks a system from silently amplifying its own biases by consuming its own unvalidated outputs as future inputs. Every self-derived input must carry: provenance hash + lineage trace + confidence score + external anchor. ```bash # Demo all 5 cases (PASS/BLOCK/cycle/confidence/anchor) python feedback_validator.py demo # Validate a fresh input (always passes) python feedback_validator.py validate "What is the capital of France?" # Validate a derived input with low confidence (BLOCK) python feedback_validator.py validate "Building on uncertain output" \ --derived --confidence 0.40 # Generate a provenance hash python feedback_validator.py hash "Paris is the capital of France." ``` **Pipeline integration:** ```python from feedback_validator import FeedbackValidator, ProvenanceEntry, make_generation_hash fv = FeedbackValidator(confidence_threshold=0.70, max_depth=5) result = fv.validate(input_text, provenance_chain) if not result.passed: raise ValueError(result.reason) ``` --- ### `compressor_321.py` — 3/2/1 Compressor Compresses any text or idea into 3/2/1 form (wide → narrowed → singular) and decompresses back. Mirrors the 3-2-1-0 pulse language structure. ```bash python compressor_321.py # Mode: compress / decompress ``` --- ### `pulse_simulator.py` — Pulse Language Simulator Simulates the 3-2-1-0 descending pulse sequence (... → .. → . → space). Runs cycles or interactive mode. ```bash python pulse_simulator.py # Mode: simulate / interactive ``` --- ### `lattice_auditor.py` — Lattice Health Scanner Scans a repository for AKASHA/Single Ce