codearts-harness

Use this skill whenever a user wants to generate a specification document for an autonomous AI coding agent — not write the code itself, but create the spec that an agent will execute. Trigger for: "generate app spec", "create app_spec.txt", "spec out my app idea", "帮我生成 app spec", "生成规格文档", "帮我准备 app_spec.txt", "写一份 PRD 给 agent 用", "为自主编码 Agent 写规格". Also trigger when the user says they want to build something "with an autonomous coding agent", "with claude-agent", "with autonomous-coding-demo", or "用自主编码 Agent 构建" and needs the spec file first. Produces a complete XML app_spec.txt through a short interview covering app idea, tech stack, features, DB schema, API endpoints, and step-by-step implementation plan. Skip for: direct code generation, scaffolding an existing project, debugging, refactoring, or writing documentation intended for human engineers rather than AI agents.

Summarize a software project's high-level architecture into an ARCHITECTURE.md-style document. Use this skill whenever the user wants to understand how a codebase is organized, generate an architecture overview, write an ARCHITECTURE.md, or figure out "where things live" in a project. Trigger on phrases like "architecture", "how is this project structured", "code map", "ARCHITECTURE.md", "understand this codebase", "project overview", or when the user is onboarding to an unfamiliar repo. Also trigger when the user asks about entry points, boundaries between modules, or cross-cutting concerns like logging, configuration, or error handling across the whole project.