superMLdev/smart-sdlc

agent-architect

System architect for technical design, architecture decisions, and implementation planning. Use when you want to talk to Rex or need the system architect persona.

agent-developer

Senior software engineer for story execution, TDD, and code implementation. Use when you want to talk to Nova or need the developer persona.

agent-lead

Team Lead / PM for sprint planning, epic ownership, and delivery coordination. Default persona name is Lead — configurable via persona_name_team_lead in config.yml.

market-research

Research market context, competitive landscape, and user needs to inform product decisions. Use when the user says 'research the market', 'analyse competitors', or 'understand user needs'.

technical-research

Research a technology, library, API, or approach to inform an architecture or implementation decision. Use when the user says 'research this technology', 'evaluate this library', or 'investigate this approach'.

agent-pm

Product manager for PRD creation, requirements discovery, and stakeholder alignment. Default persona name is Aria — configurable via persona_name_product in config.yml.

check-readiness

Verify that all prerequisite artifacts exist and are complete before starting the next phase. Use when the user says 'are we ready to start development', 'check readiness', or 'verify phase prerequisites'.

retrospective

Facilitate a sprint retrospective — what went well, what to improve, and concrete action items. Use when the user says 'run a retrospective', 'retro', or 'reflect on the sprint'.

sprint-status

Report on current sprint progress — stories complete, in-progress, blocked, and remaining. Use when the user says 'sprint status', 'how is the sprint going', 'show blockers', or 'burn-down update'.

agent-sage

Legacy systems domain expert and modernization guide. Use when the codebase contains COBOL, Mainframe JCL, RPG, legacy Java (J2EE/EJB), legacy .NET (WCF/WebForms), or any system where you need to extract business rules and modernize to a new tech stack.

review-adversarial

Challenge a design, plan, or artifact by actively looking for weaknesses, risks, and blind spots. Use when the user says 'challenge this design', 'red team this', 'steelman the alternative', or 'find what we missed'.

azure-devops-connect

Set up and verify Azure DevOps integration. Use when the user says 'connect to Azure DevOps', 'set up ADO', or 'configure Azure DevOps'.

azure-devops-create-pr

Create an Azure DevOps pull request for the current story branch. Use when the user says 'create ADO PR', 'open a pull request in Azure DevOps', or 'ready for review in ADO'.

azure-devops-create-work-item

Create an Azure DevOps work item (User Story, Task, or Bug) from a Smart SDLC story or bug report. Use when the user says 'create ADO work item', 'add to ADO', or 'sync story to Azure DevOps'.

confluence-sync

Push a Smart SDLC document to a Confluence page, creating or updating it. Use when the user says 'sync to Confluence', 'publish to Confluence', or 'update the Confluence page'.

gitlab-connect

Set up and verify GitLab integration using the GitLab CLI or API token. Use when the user says 'connect to GitLab', 'set up GitLab', or 'configure GitLab'.

gitlab-create-branch

Create a GitLab feature branch for a story. Use when the user says 'create a branch', 'start a branch for story X', or 'create feature branch' in a GitLab project.

gitlab-create-mr

Create a GitLab Merge Request for the current story branch. Use when the user says 'create an MR', 'open a merge request', or 'ready for review' in a GitLab project.

company-knowledge-connect

Register company-internal knowledge sources (internal frameworks, platform docs, Spring Boot wrappers, etc.) accessible via URL or MCP server. Use when the user says 'add company docs', 'register internal framework', 'connect knowledge source', or 'add…

company-knowledge-fetch

Fetch internal company documentation, framework examples, or platform guidelines into the current AI context. Use when the user says 'fetch company docs', 'load framework docs', 'get examples from internal docs', 'show me the Spring Boot platform docs', or…

confluence-connect

Set up and verify Confluence integration. Use when the user says 'connect to Confluence', 'set up Confluence', or 'configure Confluence'.

jira-connect

Set up and verify JIRA integration. Use when the user says 'connect to JIRA', 'set up JIRA', or 'configure JIRA'.

sml-create-meeting

Set up a structured multi-persona meeting. Choose from predefined templates (brainstorming, architecture review, sprint planning, etc.) or create a custom meeting. Suggests personas to invite and generates a meeting context document.

help

Context-aware next-step guidance. Read config and persona to determine where the user is in their SDLC journey and what to do next.

agent-scout

Code archaeologist agent for reading and documenting existing codebases. Use when you want to talk to Scout, onboard onto a new project, or need someone to reverse-engineer a codebase into living documentation.

generate-api-docs

Generate API reference documentation from existing route definitions, controllers, and schemas. Produces a markdown API reference or OpenAPI YAML spec. Use when the API has no docs, outdated Swagger, or the team wants a readable markdown reference.

generate-readme

Generate a complete, accurate README.md for an existing project by reading the actual code — not guessing. Use when the project has no README, an outdated README, or a minimal README that needs to be expanded.

relearn-codebase

Deep scan of an existing codebase to produce comprehensive living documentation. Use when the user says 'document this project', 'relearn this codebase', 'create all docs', or 'I inherited this code'.

reverse-adr

Reverse-engineer Architecture Decision Records (ADRs) from an existing codebase. Use when a project has no ADRs but you want to document WHY architectural decisions were made based on the code evidence.

agent-analyst

Business analyst for requirements elicitation, codebase analysis, and competitive research. Use when you want to talk to Aria or need the business analyst persona.

document-project

Analyze an existing codebase and produce structured documentation for human and AI consumption. Use when the user says 'analyze this project', 'document the codebase', or 'help me understand this existing code'.

product-brief

Create or refine a product brief through guided discovery. Use when the user wants to define what they're building, who it's for, and why it matters — before writing a full PRD.

create-prd

Create a Product Requirements Document from scratch via guided elicitation. Use when the user says 'create a PRD', 'write requirements', or 'let's document what we're building'.

edit-prd

Edit and refine an existing PRD section by section. Use when the user says 'update the PRD', 'change a requirement', or 'add a feature to the PRD'.

validate-prd

Validate a PRD for completeness, consistency, and implementation readiness. Use when the user says 'validate the PRD', 'review requirements', or 'is the PRD ready for development'.

create-architecture

Create a comprehensive architecture document from PRD and requirements. Use when the user says 'design the architecture', 'create the technical design', or 'how should we build this'.

create-epics-stories

Break PRD and architecture decisions into epics and detailed user stories with acceptance criteria. Use when the user says 'create epics and stories', 'break this into stories', or 'let's plan the sprints'.

generate-context

Generate a project-context.md file optimized for AI context loading. Use when the user says 'generate context file', 'create AI context', or 'update the project context'.

code-review

Review code against story acceptance criteria and quality standards. Use when the user says 'review this code', 'review my PR', or 'check this implementation'.

create-story

Create a single user story outside of a full epic breakdown. Use when the user says 'create a story', 'add a story', or 'I need a new story for X'.