Provenance Tracking Python Packages

aiida-workgraph

Efficiently design and manage flexible workflows with AiiDA, featuring an interactive GUI, checkpoints, provenance tracking, and remote execution capabilities.

pubrun

Stupidly simple Python execution provenance for reproducible research

agent-sudo-mcp

Authorization, delegation, provenance, and verifiable-audit engine for AI agents. MCP adapter published.

aiswmm

Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP interfaces, with QA verification, provenance tracking, calibration support, and Codex, Hermes, Claude code as well as OpenClaw compatibility

provsql-studio

Adding support for provenance and uncertainty management to PostgreSQL databases

persist-ext

Persist is a JupyterLab extension to enable persistent interactive visualizations in JupyterLab notebooks.

provsense

ProvSense is a Python library for managing knowledge graph provenance. It enables efficient comparison of files, tracking changes, and enforcing provenance rules to ensure data integrity and traceability. Ideal for researchers and developers, ProvSense promotes transparency and accountability in data-driven workflows.

interactivede

A JupyterLab extension.

agentic-swmm-workflow

Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP interfaces, with QA verification, provenance tracking, calibration support, and Codex, Hermes, Claude code as well as OpenClaw compatibility

smttask

Maintain an electronic lab book for computational research