Convoke extends BMAD Method AI agents with two types of installable modules: Teams bring new agents for a domain, Skills add new capabilities to existing agents. Install them independently or combine them.

AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Coding Assistants, and LLMs.

Praxis is a development framework that bridges Intent‑Driven Development (IDD) and Spec‑Driven Development (SDD) into a single, coherent workflow.

Repo-native project memory for AI-assisted development: workorders, playbooks, examples, checks, handoff rules, and release-readiness discipline.

Semantic Flow Language (SFL) is a framework that aligns human intent, AI reasoning, and executable logic. It ensures bidirectional synchronization between meaning and code, allowing for reliable, transparent, and verifiable AI-driven development across various environments.

A process framework for teams building software with AI coding agents. Replaces Epics/Features/Stories with Product → Intentions → Expectations → Specs.

Atomic concepts & compositions thereof, expressed as structured natural language. Code is derived; intent is canonical. This is Intent-Driven Design (IDD) — author the intent first and in full, upstream of how any system is built. Named for Grace Hopper, who argued business logic should be readable by the people who understand the business.

Codex-native Intent-Driven Development template for OpenSpec with /opsx, Matt grill-with-docs gates, mandatory TDD, Project Constitution, ADRs, and Git checkpoints.

A simple, universal system that labels ai responses so anyone can instantly tell what the output is and how it’s meant to be used.

Intent-Driven Development (IDD) reference architecture — measurable AI code generation using skills, schemas, and adapters. Contrasts Clarification Heavy, Assumption Led, and Intent Optimized modes via ICR (Intent Compression Ratio).

CoCo agent scaffolding for GitHub Actions and GitLab CI

A context compiler for AI coding agents: state intent in English, get governed context (CLAUDE.md, agent defs, checks, provenance) for Claude Code and Codex.

Agent-driven software engineering platform that transforms natural language intent into continuously evolving applications through multi-agent collaboration.

Deterministic evaluations for Cortex Code (CoCo) skills using Inspect AI

An AI-native framework where software components are defined by Sparks, not just code.

Intent-Verified Development — A framework for the AI Agents era

Intent-Driven Development plugin for Claude Code - spec-first AI coding with three-layer verification and context-bounded subagents. Intent -> Spec -> Execute -> Verify, without losing context.

A Git-native requirements management tool with a scope-avalanche grounding layer: permanent UIDs, one file per item, typed links, suspect detection, and a CI-gating check.