Agent System

Scans all feature files across status folders, verifies implementation against acceptance criteria, identifies gaps and blockers, and produces a comprehensive status report with metrics and recommended next steps.

Performs a comprehensive backlog refinement session: reviews all backlog items, validates priorities, checks for stale features, identifies missing estimates, and reorganizes the backlog for the next sprint.

Documents architectural decisions with the ADR (Architecture Decision Record) format. Analyzes 2-3 alternative approaches, evaluates pros/cons for each, and produces a formal decision record with rationale and consequences.

Creates architecture analysis reports covering system structure, component relationships, scalability concerns, and recommendations for improvement.

Analyzes and prioritizes technical debt across the codebase. Identifies areas of concern, estimates remediation effort, and recommends a prioritized paydown sequence.

Scaffolds a new UI component with tests, following the project's component conventions. Includes props/types, styling, and initial test coverage.

Creates a Storybook story for an existing component with multiple variants, interactive controls, and documentation annotations.

Checks a component or page for WCAG 2.1 accessibility compliance. Reports color contrast, ARIA roles, keyboard navigation, and screen reader compatibility issues.

Scaffolds a REST or GraphQL endpoint with request/response validation, error handling, and route registration following the project's API conventions.

Creates a database migration file with up/down operations, data type definitions, index creation, and rollback safety checks.

Auto-generates OpenAPI/Swagger documentation from existing endpoints, including request schemas, response examples, and authentication requirements.

Scaffolds a complete vertical-slice feature: UI components, API endpoints, database models, and integration wiring. Delivers the entire stack in one pass.

Defines API contracts between frontend and backend: request/response schemas, error formats, and contract tests to prevent drift between layers.

Creates end-to-end tests for a user flow, covering the full path from UI interaction through API calls to database verification.

Creates a comprehensive test plan from a feature spec: maps acceptance criteria to scenarios, covers positive/negative/edge cases, defines test data requirements, and produces a prioritized execution checklist.

Documents bugs with structured reproduction steps, expected vs. actual behavior, environment details, severity classification, and suggested fix areas.

Analyzes test coverage gaps across the project. Identifies untested paths, measures coverage by feature area, and recommends high-value tests to write next.

Creates Playwright browser automation tests with full page-object models, user flow scripts, visual regression snapshots, and CI integration configuration.

Creates a pre-deployment verification checklist covering environment readiness, database migrations, configuration changes, rollback procedures, and monitoring thresholds.

Documents incidents with a detailed timeline, root cause analysis, impact assessment, remediation steps taken, and follow-up action items to prevent recurrence.

Comprehensive deployment assessment covering test results, performance benchmarks, security sign-off status, infrastructure readiness, and go/no-go recommendation.

Performs a comprehensive security audit of the project. Examines authentication, authorization, input validation, dependency vulnerabilities, secrets management, and produces a prioritized findings report.

Creates a threat model using STRIDE methodology. Maps data flows, identifies trust boundaries, enumerates threats per component, and recommends mitigations with priority ranking.

Reviews code and configuration for security vulnerabilities: injection flaws, broken authentication, sensitive data exposure, and security misconfiguration. Produces actionable fix recommendations.

Creates an ETL/ELT pipeline definition with source extraction, transformation logic, loading targets, scheduling configuration, and data quality validation steps.

Builds an analytics dashboard definition with KPI selections, chart specifications, data source mappings, filter configurations, and refresh schedules.

Creates data validation and quality rules: completeness checks, referential integrity, freshness thresholds, statistical anomaly detection, and alerting configuration.

Generates a data model diagram for database schemas: entities, attributes, relationships, cardinality, and index annotations in a visual format.

Maps a complete user journey with personas, touchpoints, emotions, pain points, and opportunities. Produces a visual journey map with actionable insights.

Creates wireframe documentation for screens and flows: layout specifications, component placement, interaction patterns, responsive breakpoints, and annotation notes.

Documents a design system component: visual specs, usage guidelines, variants, states, accessibility requirements, and code implementation notes.