AI-PLC: 4-stage AI Product Lifecycle Pipeline for Claude Code & Cursor
Agent
A project-management analysis agent that reviews active work layers, their task lists, and their context files. It reports progress, deadlines, blockers, risks, and recommended actions in Japanese.
Agent
An agent that checks whether the files promised by project tasks exist and synchronises their status in backlog.yaml, a file that tracks planned work.
Agent
A quality-checking agent for AI-PLC project files such as backlog.yaml, intent.yaml, and context.yaml.
Agent
A Japanese-language research agent for web research, competitor analysis, and market research.
Agent
A code-building agent template that separates work into planning and implementation. It requires a plan and approval before generating code, tests, and documentation.
Agent
A reusable template for defining an agent that creates articles, presentations, or other documents for a specific audience and purpose.
Agent
A reusable template for defining an implementation agent, meaning an agent that builds a working database or system rather than only writing a design.
Agent
A Japanese template for an operation agent that repeatedly runs a production skill with supplied variables and input data. It defines phases for checking variables, planning, executing, evaluating, and deciding whether to continue.
Agent
A template for creating a research and analysis agent. It defines the agent’s goal, inputs, outputs, research flow, safeguards, and ways to structure different kinds of analysis.
Agent
An agent template for reviewing code and other deliverables. It defines what to check, which tests to plan, what information to provide, and what permissions the reviewing agent should have.
Agent
A template for designing agents that classifies work as research, implementation, content, operations, validation, or planning. It requires a final verification phase whose depth depends on task complexity.