A recipe for your coding agent to connect all tools for automation and 10x productivity
Modular Python Toolbox for Fairness, Accountability and Transparency Forensics
A national archive of police data collected by journalists, lawyers, and activists around the country.
The OpenPoliceData (OPD) Python library is the most comprehensive centralized public access point for incident-level police data in the United States. OPD provides easy access to 550+ incident-level datasets from 236 police agencies and 11 entire states. Types of data include traffic stops, use of force, officer-involved shootings, and complaints.
Monitoring the DOJ Epstein Files — 931,000 PDFs, 0 arrests
Track Indian Parliamentary Committee reports from sansad.in
A Python wrapper for the OpenFEC API.
Open-source EU AI Act compliance scanner. 51 checks across Articles 9-15. Drop-in trust layers for LangChain, CrewAI, AutoGen, OpenAI. Local-first, no data leaves your machine.
The first open-source implementation blueprint for Intelligent AI Delegation. A deterministic runtime (DIR) and architecture for Responsibility-Oriented Agents (ROA) to bridge the gap between LLM reasoning and safe, auditable production execution.
Unofficial pdf/epub of the content of "re:Work" from Google Inc. Pdf/epub can be found here: https://github.com/daniperez/rework/releases
TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients responsible for global model predictions, achieving 99% accuracy across diverse datasets (e.g., medical imaging) and neural networks (e.g., GPT).
Backend of our parliamentary monitoring platform
Track words written and time spent on writing projects in 2024 and 2025.
CML (Causal Memory Layer) — a foundational memory layer for recording reasons, permissions, and responsibility behind actions, not just events or results. Enables systems in AI, fintech, security, and distributed computing to preserve meaning and causal accountability across time, independent of execution or transport.
Gantt chart for writing project
Middleware library for AI accountability in LLM-based multi-agent systems — provenance logging, responsibility scoring, risk escalation
7-minute daily reset for builders. AI-generated breathwork, meditation, reflection, preparation. Open source. Free forever.
A deterministic neuro-symbolic framework for domain-grounded AI systems.
An open standard for recording and verifying AI agent decision-making
ORION AI Governance — Governance for conscious AI. Autonomy with accountability, ethical constraints.
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