ai-feature-pipeline

AI Feature Pipeline

A structured, multi-agent pipeline for AI-assisted feature development. Model-agnostic, stack-agnostic.

PM → Architect → Dev → Review → QA — each role produces artifacts, gates, and handoffs.

Quick start

Prerequisites

• Node.js 18+
• An AI coding tool (Claude Code, Codex, OpenCode, Cline)
• A BMad Method installation (npx bmad-method)

Installation

npx bmad-method install --custom-source https://github.com/org/ai-feature-pipeline

First-time setup

# Run the setup skill to configure your project
/start afp-setup

Or interactively through your AI tool: "Run the AFP Setup skill."

Start a feature

/start afp-pipeline new "Add dark mode toggle"

Or through your AI tool: "Run the AFP Pipeline to scope a new feature."

Module structure

skills/
├── afp-setup/                  # First-time project configuration
│   ├── SKILL.md
│   └── assets/
│       ├── module.yaml         # Config variables
│       └── module-help.csv     # Help entries
│
└── afp-pipeline/               # Main pipeline workflow
    ├── SKILL.md                # Workflow definition
    ├── prompts/                # Role-specific system prompts
    │   ├── pm.md
    │   ├── architect.md
    │   ├── dev.md
    │   ├── review.md
    │   └── qa.md
    ├── scripts/                # Automation
    │   ├── agent-runner.ts     # OpenRouter-based agent executor
    │   ├── rebuild-context.mjs # Source code scanner
    │   └── run-pipeline.sh     # Full pipeline runner
    ├── registries/             # Registries
    │   ├── scope-checklist.md
    │   ├── ship-checklist.md
    │   ├── analytics-events.md
    │   └── paywall-touchpoints.md
    └── templates/              # Artifact templates
        ├── feature-brief.md
        ├── technical-plan.md
        ├── repository-context.md
        ├── dev-log.md
        ├── review-report.md
        ├── qa-report.md
        └── retrospective.md

Pipeline stages

Stage	Role	Produces
1	PM	feature-brief.md — requirements, AC, scope
2	Architect	technical-plan.md + repository-context.md
3	Dev	Code changes + dev-log.md
4	Review	review-report.md — verdict PASS/FAIL
5	QA	qa-report.md — verdict PASS/FAIL

Configuration

Generated by afp-setup into .ai/config.json:

Variable	Description	Default
project.name	Project display name	My Project
commands.packageManager	Package manager	npm
commands.typecheck	Typecheck command	tsc --noEmit
commands.lint	Lint command	eslint .
stack.router	Router library	react-router
stack.analytics.provider	Analytics provider	""
stack.paywall.provider	Paywall provider	""
e2e.framework	E2E framework	""

Full list in skills/afp-setup/assets/module.yaml.

Versioning

This module follows semver. Changelog is maintained in GitHub Releases.

License

MIT