Spec Driven Development Python Packages

loki-mode-sdk

Autonomous software factory. Give it a GitHub issue, a spec or a one-line task; get back a pull request with a signed receipt anyone can re-check offline. Runs on your machine with your own keys: Claude, Codex, OpenCode.

docguard-cli

Audit and enforce canonical project documentation for AI-assisted development. Detect drift, validate specs, and brief agents. Part of the Guard family with TestGuard and WebSec Validator.

testguard-cli

Claim-driven mutation testing: inject faults and report what your tests miss. Vitest, Jest, Playwright, pytest & unittest. Part of the Guard family with DocGuard and WebSec Validator.

trw-mcp

MCP server for AI coding agents — persistent engineering memory, knowledge compounding, and spec-driven development workflows. Part of TRW Framework.

specfact-cli

AI-bloat defense CLI for Python teams: deterministic code review, cleanup forecasts, and spec/contract evidence for AI-assisted and brownfield delivery.

spec-kitty-cli

Spec-Driven Development with organizational governance. Specs tell AI agents what to build; Charter governs how they build it. Git-native missions, enforceable workflows, and consistent engineering standards across AI coding agents and harnesses.

vaultspec-core

Decision-driven harness for coding agents, and humans.

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.

attune-ai

Persistent memory and receipt-verified workflows for Claude Code — plugin, MCP server, and spec-driven dev framework in one pip install.

covener

Spec-driven development for AI agent teams, built for governance: regulated domains, large codebases, and decisions you can audit.

agentbundle

The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

shotgun-sh

Spec Driven Development 🤠 Write codebase-aware specs for AI coding agents so they don't derail.

ai-venture-studio

AI venture studio: mines your support tickets and issues for opportunities, sizes markets honestly, writes PRDs with kill criteria, builds and reviews the product from one plain-language doc (English/中文), measures real cohorts, and forces honest kill decisions. Humans hold every gate; it never publishes or spends.

mdsmith

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

codexspec

A Requirements-First Spec-Driven Development (SDD) toolkit for Codex and Claude Code with multi-language support

maid-runner

A deterministic CLI for manifest-driven AI development. MAID Runner turns change requirements into enforceable contracts for planning, TDD, implementation, review, and validation—helping AI coding agents deliver disciplined, evidence-backed changes with less drift.

taskledger

taskledger is a task-first durable state layer for staged coding work.

applied-epistemic-engineering

Evidence-centered claim evaluation, adversarial challenge, recovery, and tamper-evident epistemic records.

moai-adk

Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16 languages, zero deps.

dadaia-workspace

A local-first, spec-driven workspace that gives AI agents current context, a document-governed lifecycle, visible concurrency and anti-slop boundaries.

ralph-workflow

Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

specflo

Spec-driven software engineering for AI coding agents - a Python CLI that drives a brainstorm, spec, plan, execute loop over markdown artifacts on disk.

sddflow

Universal

empathy-framework

Persistent memory and receipt-verified workflows for Claude Code — plugin, MCP server, and spec-driven dev framework in one pip install.