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BMAD-Method Agentic SDLC

Spec-driven, artifact-first software delivery for deep agents.

BMAD-Method Agentic SDLC is a layered software development lifecycle for agentic delivery. It uses Claude Code agents, specialist personas, BMAD skills, commands, and optional deterministic workflows to take software work from idea discovery through PRD, architecture, evaluation, story implementation, QA review, and delivery.

This repository is not primarily a website or app. Generated apps, app/, and sandbox/ are working surfaces and experiments. The core product is the agentic SDLC system.

At A Glance

Layer

Role

Examples

Agent teams

Own lifecycle phases and specialist perspectives

cs-engineering-lead, cs-planning-lead, code-reviewer

Skills

Execute repeatable methods and quality gates

bmad-prd, bmad-dev-story, bmad-testarch-nfr

Commands

Provide user-facing entry points

/cs:workflow-build

Artifacts

Carry context across phase boundaries

prd.md, .decision-log.md, sprint-status.yaml

Workflow automation

Makes repeatable multi-agent runs deterministic

.claude/workflows/*.js

Lifecycle

flowchart TD U[User goal, raw idea, or artifact paths] --> L[cs-engineering-lead] L --> R[Phase 1: Research and discovery] R --> P[Phase 2: PRD and requirements planning] P --> A[Phase 3: Architecture, stories, readiness] A --> E[Phase 4: Story implementation] E --> Q[Phase 5: Independent QA review] Q --> D[Final delivery digest] R -. owns .-> RL[cs-brainstorm-research-lead] P -. owns .-> PL[cs-planning-lead] A -. owns .-> PL E -. routed by .-> L Q -. dispatched by .-> L D --> NX[Next handoff or release decision]

The lifecycle is intentionally gated. Agents do not just chat toward code; they create artifacts, hand them off, verify them, and keep implementation tied to specs and acceptance criteria.

Phase Map

Phase

Coordinator

Specialists

Primary Skills

Output Artifacts

1. Research and discovery

cs-brainstorm-research-lead

cs-market-researcher, cs-tech-researcher, cs-problem-solver, cs-innovation-strategist, cs-visual-researcher, cs-concept-synthesizer, plus cs-design-thinker / cs-ideation-strategist when interactive facilitation is needed

bmad-brainstorming, bmad-market-research, bmad-domain-research, bmad-technical-research, bmad-prfaq, bmad-product-brief

Locked problem and ICP, alternatives, evidence, wedge, risks, assumptions, validation test, visual manifest when applicable

2. PRD and requirements planning

cs-planning-lead

cs-concept-to-prd-planner, cs-requirements-architect, cs-prd-work-planner, cs-evaluation-architect, cs-prd-quality-reviewer, cs-epic-story-planner

bmad-prd, bmad-ux, bmad-testarch-test-design, bmad-testarch-nfr, bmad-review-edge-case-hunter

prd.md, addendum.md, .decision-log.md, FR/NFR/UJ IDs, evaluation spine, open questions

3. Architecture, stories, readiness

cs-planning-lead

Planning specialists plus architecture and story workflows

bmad-create-architecture, bmad-agent-architect, bmad-create-epics-and-stories, bmad-create-story, bmad-story-automator-review, bmad-check-implementation-readiness, bmad-sprint-planning, bmad-sprint-status

Architecture artifacts, ADR/design decisions, epics, ready-for-dev stories, sprint-status.yaml, readiness verdict

4. Story implementation

cs-engineering-lead

cs-frontend-engineer, cs-backend-engineer, cs-fullstack-engineer, cs-senior-engineer, cs-karpathy-reviewer

bmad-dev-story, bmad-code-review, bmad-quick-dev, bmad-testarch-atdd, bmad-testarch-trace, bmad-testarch-test-review, bmad-checkpoint-preview

Changed files, tests/checks run, implementation notes, file list, story status moved to review

5. Independent QA review

cs-engineering-lead

code-reviewer, security-auditor, test-engineer, web-performance-auditor

code-review-and-quality, security-and-hardening, test-driven-development, performance-optimization, browser-testing-with-devtools

Findings by severity, coverage gaps, security risks, performance risks, approve/request-changes verdict

Detailed Flow

Phase 1: Research and discovery

BMAD-Method Agentic SDLC

Spec-driven, artifact-first software delivery for deep agents.

This repository is not primarily a website or app. Generated apps, app/, and sandbox/ are working surfaces and experiments. The core product is the agentic SDLC system.

At A Glance

Layer	Role	Examples
Agent teams	Own lifecycle phases and specialist perspectives	`cs-engineering-lead`, `cs-planning-lead`, `code-reviewer`
Skills	Execute repeatable methods and quality gates	`bmad-prd`, `bmad-dev-story`, `bmad-testarch-nfr`
Commands	Provide user-facing entry points	`/cs:workflow-build`
Artifacts	Carry context across phase boundaries	`prd.md`, `.decision-log.md`, `sprint-status.yaml`
Workflow automation	Makes repeatable multi-agent runs deterministic	`.claude/workflows/*.js`

Lifecycle

flowchart TD
  U[User goal, raw idea, or artifact paths] --> L[cs-engineering-lead]

  L --> R[Phase 1: Research and discovery]
  R --> P[Phase 2: PRD and requirements planning]
  P --> A[Phase 3: Architecture, stories, readiness]
  A --> E[Phase 4: Story implementation]
  E --> Q[Phase 5: Independent QA review]
  Q --> D[Final delivery digest]

  R -. owns .-> RL[cs-brainstorm-research-lead]
  P -. owns .-> PL[cs-planning-lead]
  A -. owns .-> PL
  E -. routed by .-> L
  Q -. dispatched by .-> L

  D --> NX[Next handoff or release decision]

The lifecycle is intentionally gated. Agents do not just chat toward code; they create artifacts, hand them off, verify them, and keep implementation tied to specs and acceptance criteria.

Phase Map

Phase	Coordinator	Specialists	Primary Skills	Output Artifacts
1. Research and discovery	`cs-brainstorm-research-lead`	`cs-market-researcher`, `cs-tech-researcher`, `cs-problem-solver`, `cs-innovation-strategist`, `cs-visual-researcher`, `cs-concept-synthesizer`, plus `cs-design-thinker` / `cs-ideation-strategist` when interactive facilitation is needed	`bmad-brainstorming`, `bmad-market-research`, `bmad-domain-research`, `bmad-technical-research`, `bmad-prfaq`, `bmad-product-brief`	Locked problem and ICP, alternatives, evidence, wedge, risks, assumptions, validation test, visual manifest when applicable
2. PRD and requirements planning	`cs-planning-lead`	`cs-concept-to-prd-planner`, `cs-requirements-architect`, `cs-prd-work-planner`, `cs-evaluation-architect`, `cs-prd-quality-reviewer`, `cs-epic-story-planner`	`bmad-prd`, `bmad-ux`, `bmad-testarch-test-design`, `bmad-testarch-nfr`, `bmad-review-edge-case-hunter`	`prd.md`, `addendum.md`, `.decision-log.md`, FR/NFR/UJ IDs, evaluation spine, open questions
3. Architecture, stories, readiness	`cs-planning-lead`	Planning specialists plus architecture and story workflows	`bmad-create-architecture`, `bmad-agent-architect`, `bmad-create-epics-and-stories`, `bmad-create-story`, `bmad-story-automator-review`, `bmad-check-implementation-readiness`, `bmad-sprint-planning`, `bmad-sprint-status`	Architecture artifacts, ADR/design decisions, epics, ready-for-dev stories, `sprint-status.yaml`, readiness verdict
4. Story implementation	`cs-engineering-lead`	`cs-frontend-engineer`, `cs-backend-engineer`, `cs-fullstack-engineer`, `cs-senior-engineer`, `cs-karpathy-reviewer`	`bmad-dev-story`, `bmad-code-review`, `bmad-quick-dev`, `bmad-testarch-atdd`, `bmad-testarch-trace`, `bmad-testarch-test-review`, `bmad-checkpoint-preview`	Changed files, tests/checks run, implementation notes, file list, story status moved to review
5. Independent QA review	`cs-engineering-lead`	`code-reviewer`, `security-auditor`, `test-engineer`, `web-performance-auditor`	`code-review-and-quality`, `security-and-hardening`, `test-driven-development`, `performance-optimization`, `browser-testing-with-devtools`	Findings by severity, coverage gaps, security risks, performance risks, approve/request-changes verdict

Detailed Flow

Phase 1: Research and discovery

agenthub

Popularity

What's Inside

Confidence

README

BMAD-Method Agentic SDLC

At A Glance

Lifecycle

Phase Map

Detailed Flow

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