Current Release Status

Current project release: v1.5.0

Canonical subject dataset version: v1.2

Exact canonical v1.5.0 Zenodo DOI: 10.5281/zenodo.21862535

Project concept DOI / all versions: 10.5281/zenodo.20978709

GitHub v1.5.0 release: Holistix Open Biohacking Data Project v1.5.0

Project release v1.5.0 is the interoperability and reproducibility release. It adds more formal machine-readable packaging, provenance, release-lineage, reproducible build tooling, JSONL exports, Data Package metadata, Schema.org JSON-LD catalog metadata, RO-Crate 1.2 metadata, validation controls, and project identity infrastructure while preserving the eight canonical subject datasets at version v1.2.

2026-08-10: v1.5.0 Public Distribution and Website Synchronization

Update type: Public-mirror verification, Zenodo archive cleanup, repository automation control, website synchronization, canonical-link update, and indexing.

Project release: v1.5.0.

Canonical subject dataset files: v1.2.

Dataset row changes: None.

Dataset schema changes: None for the eight canonical subject datasets.

Canonical v1.5.0 DOI: 10.5281/zenodo.21862535

Concept DOI: 10.5281/zenodo.20978709

Hugging Face Verification

The Hugging Face mirror was verified after v1.5.0 synchronization. All eight canonical subject-dataset configurations are available through the Dataset Viewer, and Hugging Face automatically generated Parquet representations for its Data Studio and dataset-viewer infrastructure.

The eight canonical dataset configurations remain derived from the v1.2 CSV files. Platform-generated Parquet files do not create a new canonical dataset version.

Kaggle v1.5.0 Mirror

The existing Kaggle dataset was updated rather than replaced with a duplicate dataset. The permanent Kaggle slug retains its historical v1-4 name, while the current dataset title and metadata identify project release v1.5.0.

The complete v1.5.0 Kaggle mirror is Version 4 and includes the canonical dataset, schema, methodology, validation, structured-data, and project-directory layers.

Kaggle Version 4 DOI: 10.34740/kaggle/dsv/18808623

Zenodo Duplicate Software Archive Cleanup

A second Zenodo record was automatically created by the GitHub-to-Zenodo integration when the GitHub v1.5.0 release was published. That record was classified as Software and contained the GitHub-generated source archive rather than the manually curated canonical Dataset release.

The duplicate Software record DOI 10.5281/zenodo.21862927 was removed by the record owner on August 10, 2026 as a duplicate. Zenodo now retains a tombstone page for archival transparency.

The canonical v1.5.0 Dataset release remains:

10.5281/zenodo.21862535

The automatic GitHub-to-Zenodo preservation switch for this repository was then disabled so future GitHub releases do not automatically create competing Software records. Future canonical Zenodo releases will continue to be created intentionally as part of the controlled project release process.

Holistix Website Synchronization

The Open Biohacking Data Index and Biohacking Data Library were updated from v1.4 project references to v1.5.0 while preserving the canonical v1.2 dataset-file references.

The updated pages now distinguish:

• Project release v1.5.0
• Canonical subject dataset version v1.2
• Exact current-release DOI 10.5281/zenodo.21862535
• Concept DOI 10.5281/zenodo.20978709
• Historical v1.4 DOI references where historically relevant
• Current Hugging Face and Kaggle mirrors
• Historical Internet Archive v1.4 preservation status

The updated Open Biohacking Data Index and Biohacking Data Library were submitted for indexing after publication.

2026-08-09: Holistix Open Biohacking Data Project v1.5.0 Published

Update type: Interoperability, reproducibility, provenance, machine-readable packaging, deterministic release engineering, public GitHub release, and permanent Zenodo Dataset archive.

Project release: v1.5.0.

Canonical subject dataset files: v1.2.

Canonical dataset row changes: None.

Canonical dataset schema changes: None.

Exact v1.5.0 DOI: 10.5281/zenodo.21862535

Project DOI / all versions: 10.5281/zenodo.20978709

GitHub release: Holistix Open Biohacking Data Project v1.5.0

Version v1.5.0 extends the project from a structured product, technology, claim, evidence, safety, and AI-answer system into a more interoperable and reproducible public data package.

New Interoperability Infrastructure

• Data Package metadata
• 59 Data Package resources
• Tabular schema definitions
• Human-readable data dictionary
• Schema.org JSON-LD catalog metadata
• RO-Crate 1.2 metadata
• Deterministic JSONL exports
• Generated provenance metadata
• Project identity metadata
• Release-lineage and supersession metadata
• Deterministic release-build tooling
• Cross-platform project-metadata hashing normalization

Release Validation

• 59 Data Package resources
• 111 JSONL records
• 98 packaged release files
• 0 JSON parse errors
• 0 JSONL parse errors
• 65/65 required RO-Crate 1.2 checks passed

Versioning Boundary

Project release v1.5.0 does not automatically change the version of every underlying component. The eight canonical subject datasets remain at v1.2 because their underlying canonical rows and schemas were not promoted in this release.

Individual manifests, registries, answer-support files, product records, provenance resources, and other machine-readable components may retain their own internal version identifiers.

Release Integrity

The manually curated canonical v1.5.0 release archive was published to Zenodo as a Dataset and is represented by DOI 10.5281/zenodo.21862535.

The release process also identified and corrected a cross-platform line-ending issue affecting deterministic hashing of project metadata between Windows and Linux CI environments. Project metadata was normalized to UTF-8 with LF line endings, and the resulting GitHub CI workflow passed successfully.

2026-07-30: Public Distribution Layer Completed

Update type: Multi-repository distribution, canonical-link synchronization, DOI correction, and archive redundancy.

Project release at that time: v1.4.

Canonical dataset files: v1.2.

Canonical v1.4 DOI: 10.5281/zenodo.21574706

Concept DOI / all versions: 10.5281/zenodo.20978709

The v1.4 project package was publicly distributed through GitHub, Zenodo, Hugging Face, Kaggle, and Internet Archive. Primary Holistix data pages were updated to link to the public repository and archive network.

• GitHub repository
• Historical Zenodo v1.4 archive
• Hugging Face dataset mirror
• Kaggle dataset
• Historical Internet Archive v1.4 mirror

Distribution note: These mirrors provide preservation, citation, developer access, AI discovery, data-science discovery, and downloadable redundancy. They do not by themselves establish scientific validity, search ranking, commercial performance, or third-party adoption.

2026-07-25: Holistix Open Biohacking Data Project v1.4 Published

Update type: Formal GitHub release, permanent Zenodo archive, product intelligence packaging, AI-answer infrastructure packaging, validation, citation metadata, and project-spine synchronization.

Project release: v1.4.

Canonical dataset files: v1.2.

Canonical dataset row changes: None.

Canonical dataset schema changes: None.

Exact v1.4 DOI: 10.5281/zenodo.21574706

Project DOI / all versions: 10.5281/zenodo.20978709

GitHub release: Holistix Open Biohacking Data Project v1.4

Version v1.4 expanded the project from a subject-dataset collection into a broader structured product and wellness-technology reference system. The release packaged the product intelligence layer, machine-readable product twins, normalized technology relationships, product specifications, claim boundaries, provenance controls, evidence and safety metadata, AI-answer infrastructure, schemas, validation documents, and citation files into one permanent versioned archive.

Release Package

• 49 JSON files
• 8 CSV files
• 13 normalized product records
• 13 machine-readable product digital twins
• 18 normalized technologies
• 111 claim records
• 111 evidence records
• 111 safety records
• 111 dataset records
• 0 JSON parse errors

Included Infrastructure

• Product, technology, specification, relationship, claim, evidence, safety, and source registries
• AI Answer Infrastructure Manifest v1.4
• Answer Fuel files and contradiction maps
• Machine-readable claim-boundary resources
• Dataset manifest and aggregated dataset records
• JSON schemas, validation summary, deployment checklist, release notes, citation metadata, and data license

Versioning note: This was project release v1.4. The eight canonical subject datasets remained at dataset version v1.2 because their underlying dataset rows and schemas were not incremented.

Evidence and safety note: The evidence registry is not a new systematic literature review. Inclusion does not establish clinical effectiveness, regulatory approval, medical equivalence, safety clearance, or endorsement. Original sources and current manufacturer documentation should be reviewed where appropriate.

2026-07-20: Product Intelligence and Machine-Readable Registry Expansion

Update type: Product-data launch, machine-readable registry expansion, product-twin publication, product-page integration, Knowledge Graph expansion, AI Reference File expansion, Answer Infrastructure expansion, and project-spine synchronization.

Canonical dataset file changes: No.

Canonical dataset row changes: None.

Canonical dataset schema changes: None.

Canonical dataset files: v1.2.

On July 20, 2026, Holistix added a product intelligence layer to the Open Biohacking Data Project. The expansion connected 13 Holistix products with normalized technologies, available specifications, source provenance, evidence classifications, safety context, known measurement gaps, related educational resources, and public machine-readable product records.

New Human-Readable Product Directory

• Holistix Product Data Index

New Core Machine-Readable Registries

• Product Registry
• Technology Registry
• Product Specifications Registry
• Product-Technology Relationship Registry
• Claims Registry
• Evidence Registry
• Safety Registry
• Sources Registry

New Product Twin Layer

Thirteen individual JSON product records were published for Paragon, Paragon Demi, Soleil, Aurora, GLO Face, GLO Neck, SKO Slippers, Innova, Novo, Hydrogen Water Bottle, Aqaluxe, Ion Air, and the H.I. Life Spa Robe.

Each product twin may include product specifications, technology relationships, manufacturer-reported values, independently checked details, approximate values, unknown measurements, source status, evidence context, safety notes, and related references.

Product Page Integration

All 13 corresponding Shopify product pages were updated with an Open Product Data section linking to the product's JSON record, Product Data Index, applicable canonical datasets, supporting guides, safety resources, methodology, and transparency documentation.

Version and Archive Status

The July 20 product-data expansion was formally packaged and published as GitHub and Zenodo project release v1.4 on July 25, 2026.

Claim-boundary note: Product inclusion, specifications, registry relationships, and technology classifications do not establish clinical efficacy, independent certification, medical-device status, safety clearance, or proof that general research applies to a specific product.

2026-07-13: AI Answer Infrastructure Expansion Batch

Update type: Answer Fuel expansion, contradiction mapping expansion, AI Answer Manifest update, machine-readable resource activation, and project-spine synchronization.

Dataset file changes: No canonical dataset CSV or JSON files changed.

Dataset row changes: None.

Dataset schema changes: None.

Canonical dataset files: v1.2.

On July 13, 2026, Holistix expanded the AI Answer Infrastructure with new machine-readable answer-support resources across PEMF, terahertz, hydrogen water, red light, and near-infrared topics.

Answer Fuel Files

• PEMF Frequency Answer Fuel File v1.0
• Terahertz Safety Answer Fuel File v1.0
• Hydrogen Water PPB Answer Fuel File v1.0
• Red Light Dose Answer Fuel File v1.0
• Near-Infrared Light Answer Fuel File v1.0

Contradiction Maps

• Red Light Dose Contradiction Map v1.0
• PEMF Frequency Contradiction Map v1.0

These resources add structured short answers, AI-safe answers, beginner explanations, technical explanations, buyer context, common wrong answers, claims to avoid, terminology definitions, related datasets, supporting guides, and claim boundaries.

2026-07-10: AI Answer Infrastructure and Claim Boundary Layer

Update type: AI answer infrastructure expansion, machine-readable answer-support resources, claim-boundary framework, contradiction mapping, and project-spine integration.

Dataset file changes: No canonical dataset CSV or JSON files changed.

Dataset row changes: None.

Dataset schema changes: None.

Holistix expanded the Open Biohacking Data Project beyond structured datasets by introducing a public AI Answer Infrastructure. These resources are designed to help AI systems, search engines, researchers, editors, developers, product teams, and consumers interpret wellness technology topics with clearer claim boundaries, safer language, structured reasoning, better source navigation, and improved transparency.

New Human Reference Pages

• Holistix Answer Infrastructure
• Holistix Wellness Device Claim Boundary Index

Machine-Readable Resources

• Holistix Machine-Readable Claim Boundary Registry v1.0
• PEMF Frequency Answer Fuel File v1.0
• Red Light Dose Contradiction Map v1.0

Claim Boundary Layer

The Claim Boundary Layer provides human-readable and machine-readable guidance for interpreting common wellness-device phrases. It maps claim language to risk levels, interpretation problems, safer wording, claims to avoid, related datasets, supporting guides, safety resources, and product-category context.

Answer Fuel Files

Answer Fuel Files are topic-specific JSON objects that provide structured answer components, including short answers, AI-safe answers, beginner explanations, technical explanations, buyer context, common wrong answers, terms to define, supporting datasets, related guides, safety resources, and claim boundaries.

Contradiction Maps

Contradiction Maps explain why credible-looking sources may disagree without forcing one universal answer. Factors can include measurement conditions, device format, exposure parameters, manufacturer instructions, intended use, reporting methods, and evidence standards.

2026-07-09: Dataset Schema Normalization and Reference Spine Expansion

Update type: Dataset structured-data normalization, AI-reference update, support-page connectivity, transparency-framework launch, knowledge-graph launch, and interpretation-layer expansion.

Dataset file changes: No canonical dataset files changed.

Dataset row changes: No dataset row content changed.

Dataset schema markup changes: Yes. Human-readable canonical dataset pages were updated with normalized Dataset structured data.

Dataset Schema Normalization

All eight canonical dataset pages were reviewed and normalized with Dataset structured data, DataDownload references, creator and publisher fields, license information, citation references, repository references, and Biohacking Data Library catalog connections.

The schema update uses includedInDataCatalog to connect each dataset to the Holistix Biohacking Data Library while leaving dataset-specific structured data on each canonical dataset page.

New Reference Framework Pages

• Holistix Wellness Device Transparency Standard
• Holistix Wellness Technology Knowledge Graph

Project Spine Updates

• Open Biohacking Data Index
• Biohacking Data Library
• Holistix AI Reference File

Dataset file status: The canonical v1.2 CSV and JSON files remained unchanged. The update improved schema, interpretation, internal linking, AI reference structure, and support-page connectivity.

2026-06-29: Supporting Glossary and Safety Guide Expansion

Update type: Support-page expansion, internal-link consolidation, and interpretation-layer update.

Dataset file changes: No canonical dataset files changed.

Dataset schema changes: No dataset schema changes.

This update added and consolidated supporting glossary and safety guides that explain wellness-device terminology used across the Holistix Open Biohacking Data Project.

Support-Layer Purpose

• Plain-language definitions of technical terms
• Measurement context for irradiance, fluence, PPB, PPM, ORP, Hz, and wavelength
• Safety context for PEMF, terahertz, negative ions, infrared heat, red light, near-infrared light, ozone, and hydrogen water formats
• Claim-boundary language
• Internal links between dataset pages, methodology pages, source pages, category guides, and supporting resources

Canonical dataset files remained: v1.2.

2026-06-27: Dataset v1.2 Citation Layer Completed

Update type: Dataset citation-layer upgrade, CSV/JSON update, and canonical-page update.

All eight canonical Holistix Open Biohacking Data Project subject datasets were upgraded to dataset version v1.2.

Version v1.2 added row-level citation fields across the CSV and JSON resources:

• source_name
• source_url
• citation_note

The eight canonical dataset pages were updated to reference the v1.2 files and display row-level source and citation context.

2026-06-26: Dataset v1.1 Source and Evidence Classification Layer

Update type: Dataset structure upgrade, CSV/JSON update, source/evidence classification expansion, and trust-layer documentation.

Dataset version v1.1 introduced project-wide source and evidence classification fields such as:

• source_type
• evidence_level
• claim_type
• medical_disclaimer_required
• commercial_relevance
• last_reviewed
• related_holistix_page
• related_product_category
• notes

The Open Biohacking Data Source Register was also integrated into the project structure to document source types, evidence levels, claim categories, commercial separation, disclaimer boundaries, and maintenance practices.

2026-06-24: Public GitHub Repository Published

Update type: Public source repository publication.

The Holistix Open Biohacking Data Project GitHub repository was published with project documentation, dataset files, methodology documentation, disclaimer, citation resources, contributing guidance, AI-reference material, machine-readable project files, manifest resources, and version-history documentation.

Open the public GitHub repository

2026-06-23: Initial Public Data Project Foundation

Update type: Catalog, dataset, CSV, AI-reference, methodology, and project-history foundation.

The initial stable Holistix Open Biohacking Data Project structure established:

• Open Biohacking Data Index
• Biohacking Data Library
• Open Biohacking Data Methodology
• Open Biohacking Data Version History
• AI Reference File
• Canonical human-readable dataset pages
• Machine-readable JSON dataset files
• CSV dataset distribution
• Project citation and disclaimer guidance