Pressure-test an assumption, decision, or inherited constraint — Socratic cross-examination that forces you to defend or abandon your position
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Explain what a piece of code does — a specific file, class, or method in close detail, or a user-facing flow as a concise system overview. What it does and why, not whether it's good.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Explain $ARGUMENTS. Do the research and deliver the explanation in one pass.
Determine the mode from the argument:
Start by checking the git history for the file: git log --oneline -15 <file> and git log -1 -p <file> for the most recent change. Commit messages often reveal the "why" that the code itself doesn't — a bug that was fixed, a refactor that simplified something, a workaround for an external constraint. Note anything that reframes the code before diving into it.
Then read the code carefully and explain in this order:
Plain English. No jargon, no code. Describe what this code accomplishes from the outside — what goes in, what comes out, what changes as a result. Write it the way you'd explain it to the client who asked for the feature.
Narrate the code path in plain English, step by step. For each meaningful chunk:
Don't narrate every line — skip the obvious. Focus on the parts that require interpretation.
Name the Rails, Ruby, or design patterns this code is using — and why they appear here. Examples:
call method, one responsibility"delegate to avoid Law of Demeter violations"If the code is using a pattern poorly or unexpectedly, name that too — neutrally. This isn't a review, but understanding requires knowing when something is off-label.
Any non-obvious behaviour, implicit dependencies, or things that would surprise someone maintaining this code. Not a critique — just "here's what you'd need to know to work safely in this area."
Start with the Rails router. Locate the route(s) that correspond to the described flow. From each entry point, trace the execution path through the codebase — controllers, service objects, models, callbacks, jobs, mailers. Follow both success and failure paths.
Then deliver the explanation in two parts: a diagram and a summary.
Render a concise visual flowchart of the system using box-drawing characters. The diagram should show:
Conventions:
┌─┐, │, ├──, └──, ▼, ◄YES / NOThe goal is to outline the system concisely — show how it behaves, not how the code is structured. A reader should be able to understand the full lifecycle from the diagram alone.
See the example in example.md for the expected style and level of detail.
After the diagram, add three sections in plain English:
Entry points — every way this flow can be triggered. For each, one sentence describing what triggers it and what it does.
Branching logic — the conditions that shape the flow. Feature flags, state checks, validations, guard clauses — anything that determines which path is taken.
Side effects — everything with consequences outside the immediate flow. Jobs, mailers, external API calls, broadcasts, cache writes, state transitions. The things you'd need to know about before touching this code.
Clear and direct. You're translating, not teaching and not judging. The goal is that they finish with a working mental model of what this code does and how to navigate it. Skip all hedging — if something is unclear in the code itself, say so plainly.
아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Pressure-test an assumption, decision, or inherited constraint — Socratic cross-examination that forces you to defend or abandon your position
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Take one new feature slice from idea to reviewed, committed code in a single guided pass — scope it into the smallest shippable slice, build it test-first with strict TDD, review and fix the diff, then commit it. Chains slice → test-driven-development → the built-in /code-review → git-commit. Not for reviewing an existing PR, upgrades, or open-ended design questions.
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Turn the working changes into one or more atomic commits with well-written messages. Use whenever the user runs /git-commit or asks to commit their work, wrap up a feature, or "commit what I have."
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Prepare to deliver difficult technical news to a client — a conversational prep session before the hard conversation happens
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Walk through the Designer/Developer wrap-up checklist for offboarding a client engagement — conversationally, one item at a time.
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Discover how a codebase already handles a specific concern — search broadly, find every instance, and assess consistency. The "how does this app do X?" tool.
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