Specifications Python Packages

jsonschema-specifications

Support files exposing JSON from the JSON Schema specifications to Python

xarray-dataclasses

:zap: xarray data creation by data classes

pyspecification

an implementation of specification pattern in python

pandas-dataclasses

:zap: pandas data creation by data classes

devspec

Enterprise-ready spec-driven development framework that helps software teams and technical leaders standardize AI-assisted delivery across architecture, planning, implementation, review, governance, and recovery.

temple8

Test-driven agent orchestration, templated. Tests authored as the contract, simulated before any source exists, built red→green under flowr state machines. Any LLM, any process, zero lock-in.

aidd-cli

AIDD — a methodology for working with AI coding agents (Claude Code, OpenCode, Codex, Gemini CLI)

dataspecs

Data specifications by data classes

specplane

Keep humans and AI coding agents aligned on a living specification graph, from product intent through to implementation and evidence.

socratic-conflict

Conflict detection and resolution between specifications, goals, and constraints

avp-cli

AVP - Command your agent fleet with Open Source

robustipy

A place where we develop RobustiPy

modelgate-mgs

Reference implementation of MGS (Model Gate Standard) — check a computer vision dataset's quality before you train on it. pip install modelgate-mgs

techsummarizer

A new package is designed to analyze and summarize technical articles or announcements by extracting structured key information from user-provided text. It leverages language models to identify and or

workfile-py

Workfile is an specification on how we can achieve the project management in a single plain text file format. Too many fields in a form to describe milestones, tasks, assignments, etc ? Workfile approach is to have one big text box