Open-source R&D portfolio
Public tools, ontologies, and prototypes
Explore Neuronautix and Damien Huzard's public GitHub repositories covering Home-Cage Monitoring, FAIR metadata, behavioral ontologies, scientific agents, and reproducible preclinical data workflows.
Public - Active developmentPublic GitHub
Science-Agent-Squad-SAS-
AI & Agents / HCM / Scientific Writing
A configurable LangGraph-based multi-agent framework for scientific research, focused on Home-Cage Monitoring literature, metadata extraction, provenance-aware synthesis, and structured scientific drafting.
- HCM-focused evidence synthesis
- Metadata extraction and normalization
- Provenance-aware scientific reporting
- Reusable agent/persona architecture
View repository
Public - Ontology packagePublic GitHub
HCMO - Home-Cage Monitoring Ontology
Ontologies / HCM / FAIR Metadata
A reusable ontology package for Home-Cage Monitoring. It models HCM systems, animals, enclosures, behaviors, sensors, actuators, observation windows, and provisioning needs.
- HCM system and sensor modeling
- SHACL validation
- JSON-LD context
- SPARQL queries
View repository
Public - Ongoing ontology workPublic GitHub
MBO - Mouse Behavior Ontology
Ontologies / Behavior / FAIR Metadata
An ontology for describing mouse behaviors with operational laboratory definitions and mappings to external standards.
- Operational behavior definitions
- SHACL profiles
- SKOS mappings
- CSV-to-TTL workflow
View repository
Public - Ontology prototypePublic GitHub
PCDO - Preclinical DataCite Ontology
Ontologies / Metadata / DOI-ready datasets
A reusable ontology for describing preclinical studies and DOI-minted datasets, including cohorts, subjects, interventions, assays, outcomes, and observations.
- DataCite-oriented metadata
- SHACL constraints
- JSON-LD context
- Preclinical discovery and reuse
View repository
Public fork/adaptationPublic fork
LMT Widget Tool / LWTools
HCM & Behavior / Python / LiveMouseTracker
A tool for Live Mouse Tracker data analysis designed to help users convert, merge, and analyse LiveMouseTracker outputs through a guided workflow.
- Live Mouse Tracker analysis support
- Python/Jupyter workflow
- Behavioral data exploration
View repository
Public - Active prototypePublic GitHub
FounderGraph-Lab
AI & Agents / Knowledge Graphs / Human-in-the-loop
A local-first, human-in-the-loop application that converts raw startup or project documents into a validated, queryable knowledge graph.
- Local-first document ingestion
- LLM extraction review
- Ontology pre-validation
- Audit and export workflows
View repository
Public - PrototypePublic GitHub
mnms-portal
Metadata & FAIR / MNMS / FAIR score
A lightweight MNMS-oriented portal exploring metadata entry and FAIR-score concepts for preclinical metadata workflows.
- Metadata entry prototype
- FAIR-score exploration
- JavaScript implementation
View repository
Public - Platform prototypePublic GitHub
precliniset
Preclinical research management / Metadata / Platform prototype
An all-in-one platform prototype for managing preclinical research projects, animal groups, data and samples, ethical approvals, inventory, permissions, and APIs.
- Animal group tracking
- Data and sample management
- Ethical approval traceability
- API-driven integration
View repository
Public - Active prototypePublic GitHub
metodax
AI & Agents / Research Swarm / Literature review
A research swarm system for scientific literature review and structured scientific document drafting with traceable outputs.
- Multi-agent literature review
- Structured Markdown outputs
- Configurable specialist agents
View repository
Public fork/adaptationPublic fork
MetadataHarmonizer
Metadata & FAIR / Data harmonization
A fork/adaptation of DataHarmonizer, a browser-based spreadsheet editor and validator relevant to structured metadata-entry workflows.
- Spreadsheet metadata editing
- Local/offline use
- Validation-oriented workflow
View repository
Public fork/adaptationPublic fork
mappoclaw
AI & Agents / Automation / Messaging
A public fork/adaptation of nanoclaw exploring container-based agent automation, messaging integrations, memory, scheduled jobs, and controlled execution.
- Container-oriented automation
- Messaging integrations
- Agent workflow experimentation
View repository
Upcoming open sourceGitHub soon
Metadatapp
Metadata & FAIR / Platform / Preclinical data
A metadata management platform for behavioral and preclinical experiments, designed to structure animals, procedures, devices, files, and analysis outputs.
- FAIR-by-design metadata workflow
- Preclinical experiment documentation
- HCM and multimodal data orientation
View upcoming repository