intent-driven-development

Rust port of mercury-composable for Intent-Driven Development, Composability and Active Knowledge Graph

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.

Reference implementation for Intent-Driven Development, Composability and Active Knowledge Graph

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

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

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

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.

Code repository for book "Spec-Driven Development: Engineering with Intent" on Manning Publications

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, 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.

Intent- and Test-Driven Development control architecture for reliable agentic software engineering.

CoCo agent scaffolding for GitHub Actions and GitLab CI

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.

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).

Code repository for book "Spec-Driven Development: Engineering with Intent" on Manning Publications

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.

A Claude Code/Codex plugin that keeps agentic development on track without a stored state machine.

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

A local-first workshop on evidence-gated agent loops and intent-driven AI data products.