truth-verification

**Goal**: Generate comprehensive audit reports documenting research methodology, data provenance, and analysis lineage for publication, compliance, and reproducibility verification.

**Goal**: Validate that all data references in papers and manuscripts correspond to registered data sources, ensuring no fabricated citations.

**Goal**: Initialize the `.truth/` directory infrastructure and create an empty manifest file for tracking data provenance and analysis workflows.

**Goal**: Register data source files with SHA256 hashing to establish baseline integrity and enable change detection.

**Goal**: Validate that research results are reproducible by verifying the complete dependency chain from source data through analysis scripts to final outputs.

**Goal**: Display a comprehensive verification status dashboard showing project integrity, statistics, and recommendations for research continuity.

**Goal**: Track the execution of analysis scripts and record data dependencies to enable reproducibility verification and analysis traceability.

**Goal**: Verify the integrity of registered data files by comparing their current SHA256 hashes against stored baseline values. Detect any unauthorized or accidental modifications.