Spec Driven Python Packages

fia-harness

Local, dependency-free spec-driven development harness for AI agents: spec-first, machine-validated state and CI enforcement of golden rules. No cloud, no telemetry. Español + English.

specstar

Spec-driven backend platform for FastAPI: REST + GraphQL + search + version history + admin UI from a single msgspec.Struct

mdsmith

fast, auto-fixing Markdown linter and formatter. Checks style, readability, structure, and cross-file integrity.

house-party-protocol

A local harness for agent teams on Claude Code and Codex CLI: only what they prove counts as done. Waves and lanes split the work, reviewers from another model family judge it, councils keep the dissent that lost, typed decisions with Jev are measured before they are trusted, and approvals are bound to the bytes they approved. No model calls.

autocrud

Spec-driven backend platform for FastAPI: REST + GraphQL + search + version history + admin UI from a single msgspec.Struct

spec-case

Co-located spec/case/rule/link markers on functions and types (Go doc-comments / Python decorators) + specgen → spec.json. Symbol-id (in-repo) & fqn (cross-repo) identity, so review tools like case-code-review inject a symbol's contract wherever it's changed, owned, called, or used.

spec-driver

You install it. Claude drives the CLI tool. At first it might seem like too much. Eventually, nothing less will make sense.

gptauthor

GPTAuthor is an AI tool for writing long form, multi-chapter stories given a story prompt.

promptrek

A universal AI Editor prompt storage solution that dynamically maps prompt data to a wide-range of agentic/AI editors and tools. This tool allows you to create generic prompts and allow developers to use their own tools with the AI context stored in the format your AI tooling expects

specced

Interview-driven bootstrap for a reusable agentic coding setup: proof-loop engine + project rules + skills, installed into any repo.

owloop

🦉 Your code evolves while you sleep. Spec-driven autonomous loop for Claude Code.

spec-kit-redist

💫 Toolkit to help you get started with SDD or any other process!