learn_agent_with_proxy

Use near the end of a task, PR, branch, or implementation session to assess whether the whole task is complete, safe, coherent, tested, and aligned with the author's coding taste. Spawns or uses the read-only reviewer subagent when available.

Use while implementing code to continuously improve structure, naming, contracts, boundaries, and local design through the author's personal taste: simple readable code, restrained abstraction, design patterns only when helpful, and case-based style memory across any programming language.

Turn a finished think discussion, decision, or approved plan into a single-page paper with optional diagrams. Triggers on summary, one paper, 一页纸, 总结成纸面稿, 生成 paper, 把 think 总结一下.

Turns rough ideas into shaped decisions and approved, decision-complete plans with validated structure before writing code. Covers idea discussion, new features, architecture decisions, and value judgments about whether to build, keep, or remove something. Not for bug fixes or small edits.