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

pandas-dataclasses

:zap: pandas data creation by data classes

doit-toolkit-cli

Doit CLI - A tool to bootstrap your projects for Spec-Driven Development (SDD).

avp-cli

The local AVP CLI (`avp`). Build, run, and iterate on Commissions: scaffold a Commission, compare setups (Commission variants) over a dataset against a real agent, and rank a board by accuracy / pass-rate / cost / turns.

socratic-conflict

Conflict detection and resolution system for multi-agent workflows with consensus building and decision versioning.

temple8

Spec-driven agent orchestration template. YAML state machines route multi-agent workflows. Any LLM, any process, zero lock-in.

dataspecs

Data specifications by data classes

robustipy

Multiversal estimation for robust inference.

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