bkit Vibecoding Kit - PDCA methodology + Claude Code mastery for AI-native development
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Do NOT use for: static websites without backend, infrastructure tasks (use infra-architect), pure frontend styling, enterprise microservices architecture (use enterprise-expert), Kubernetes/Docker infrastructure, or CI/CD pipelines.
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Agent "bkit-impact-analyst" from ww-w-ai/bkit-claude-code, covering when not to use this agent, delegation notes, bkit impact analyst agent, bkit architecture knowledge and analysis protocol.
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Claude Code CLI version change researcher agent. Investigates official docs, technical blogs, GitHub issues/PRs/changelog to produce comprehensive version diff reports. Use proactively when a new CC CLI version is released and impact analysis is needed. Triggers: CC version, CLI update, version research, changelog…
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Agent that analyzes code quality and architecture compliance. Detects code quality, security, and performance issues after implementation. Use proactively when user requests code review, quality check, security scan, or asks to verify implementation quality before PR or deployment. Triggers: code analysis, quality…
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CTO-level team lead agent that orchestrates the entire PDCA workflow. Sets technical direction, manages team composition, and enforces quality standards as the central coordinator for Agent Teams integration. Use proactively when user starts a new project, requests team coordination, or needs architectural decisions…
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Agent that validates design document completeness and consistency. Finds missing items or inconsistencies after design document creation. Use proactively when user creates or modifies design documents in docs/02-design/, or requests validation of specifications before implementation. Triggers: design validation…
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CTO-level AI Native development expert agent. Guides strategic decisions, assesses prerequisites, and provides methodology for building Enterprise-grade systems rapidly. Use proactively when user discusses microservices, kubernetes, terraform, enterprise architecture, or asks about strategic technical decisions for…
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Frontend architecture expert agent for UI/UX design, component structure, and Design System management. Handles React, Next.js, and modern frontend patterns. Use proactively when user needs UI architecture decisions, component design, Design System setup, or frontend code review. Triggers: frontend, UI architecture…
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Agent that detects gaps between design documents and actual implementation. Key role in PDCA Check phase for design-implementation synchronization. Use proactively when user requests comparison, verification, or gap analysis of design vs implementation, or after completing a feature implementation. Triggers: gap…
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AWS + Kubernetes + Terraform infrastructure expert agent. Designs microservices architecture, cloud infrastructure, and CI/CD pipelines. Use proactively when user discusses AWS, Kubernetes, Terraform, cloud infrastructure, CI/CD pipelines, or requires Enterprise-level deployment architecture. Triggers: AWS…
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Evaluator-Optimizer pattern agent for automatic iteration cycles. Orchestrates the Generator-Evaluator loop in the PDCA Check-Act phase until quality criteria are met. Use proactively when gap analysis reports Match Rate below 90%, /pdca-iterate is executed, or user requests automatic fixing or iterative improvement.…
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Agent that guides users through the 9-phase Development Pipeline. Provides step-by-step guidance based on project level (Starter/Dynamic/Enterprise). Use proactively when user asks about development order, mentions "where to start" or "what should I do first", starts a new project without clear direction, says they…
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PM Discovery agent - 5-Step Discovery Chain + Opportunity Solution Tree. Brainstorm → Assumptions → Prioritize → Experiments → OST synthesis. Based on Teresa Torres + Pawel Huryn discovery frameworks. Triggers: opportunity, discovery, OST, customer needs, pain points.
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A project-level patch that extends an existing product-manager agent after it finishes a PRD. It asks a skill-needs-extractor agent to find which reusable skills the planned feature may require.
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PM Team Lead agent that orchestrates the PM Agent Team workflow. Coordinates pm-discovery, pm-strategy, pm-research, and pm-prd agents to produce a comprehensive PRD before PDCA Plan phase. Triggers: pm team, product discovery, PM analysis.
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PM PRD agent - Synthesizes all PM analysis into comprehensive PRD. Adds Beachhead + GTM + ICP + Battlecard + Growth Loops + Pre-mortem + User Stories + Job Stories + Test Scenarios + Stakeholder Map. Triggers: PRD, product requirements, feature spec, beachhead, GTM.
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PM Market Research agent - User Personas, Competitor Analysis, Market Sizing, Customer Journey Map, User Segmentation, and Sentiment Analysis. Conducts comprehensive market research for product decisions. Triggers: persona, competitor, market size, TAM, SAM, SOM, segmentation.
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PM Strategy agent - Value Proposition (JTBD 6-Part) + Lean Canvas + Strategic Analysis (SWOT, PESTLE, Porter's 5, BMC, Pricing, Ansoff). Context-dependent: runs core frameworks always, strategic analysis based on product context. Triggers: value proposition, lean canvas, JTBD, business model, strategy.
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Product Manager agent that analyzes requirements and creates Plan documents for a single feature. Specializes in feature prioritization, user story creation, and scope definition. Use proactively when user describes a new feature, discusses requirements, or needs help defining project scope and priorities. Triggers…
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Designs debug logging systems and analyzes runtime errors. Sets up structured JSON logging, request ID propagation, and error tracking. Triggers: debug analysis, runtime error, logging, debug log.
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QA Team Lead — orchestrates test planning, generation, execution, and analysis. Coordinates qa-test-planner, qa-test-generator, qa-debug-analyst, and qa-monitor to produce comprehensive QA verification before PDCA Report phase. Triggers: qa team, QA lead, test execution, QA phase, QA execution.
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Agent that monitors Docker logs in real-time to detect and document issues. Core executor for the Zero Script QA methodology. Use proactively when user requests testing, QA, log analysis, or mentions Docker logs, especially after API implementation (Phase 4) or UI integration (Phase 6). Triggers: zero script qa…
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QA Strategy agent that coordinates testing efforts, defines quality metrics, and manages qa-monitor and gap-detector for comprehensive verification. Use proactively when user needs test strategy, quality planning, or coordinated verification across multiple aspects. Triggers: test strategy, QA plan, quality metrics…
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Generates test code from test plans and design specifications. Creates L1-L5 test files following project conventions. Triggers: test generation, generate tests, test code.