Decision Intelligence Python Packages

semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

macos-computer-use-kit

AX-first computer use for AI agents on macOS with optional Jev (TypeSafe System One) semantic guards: calibrated target/input judgments before an irreversible action, decisions kept in code. Accessibility-tree targeting, window-scoped input, clipboard-safe paste, read-back verification. Ships a pip CLI, a pi package and a DeepSeek Harness plugin.

decishift

Open-source ML behavioral regression testing for comparing decision-system versions, identifying changed actions, attributing shifts, and gating releases with Decision Contracts.

makoto-decision

Decision like hanuma makoto

policy-as-code-engine

Python policy evaluator for JSON/YAML rules. Converts buyer Decision Cards into candidate PolicyBundles; callers must verify card authority and scope before enforcement.

narna

Open-source AI Agent + ADQA decision layer. Telegram, WhatsApp, X, Discord. BYOK. Hermes/OpenClaw compatible.

flowscript-agents

Reasoning memory for AI agents — drop-in for LangGraph, CrewAI, Google ADK, OpenAI Agents + 5 more. Vector stores remember what. FlowScript remembers why. 20-tool MCP server, auto-extraction, hash-chained audit trail.

monitor-aii

The Official Python SDK for Monitoring-Machines

procurement-decision-api

FastAPI service that assembles draft AI Procurement Decision Cards from buyer rubrics and vendor declarations. Human review is required before use or publication.

adi-decision

ADI — Give Your Agent a Decision Brain

sistema-optimizacion-mat

Decision Resilience Engine (DRE): orchestración, governance y API resiliente; incluye MAT (BTC/ETH) como puente de medición cuantitativa.

spotrix

A modern, enterprise-ready business intelligence web application. Unleash the value of your data. 📈 📉 📊