Verified against Claude Code · 2026-08-06
Get an unfamiliar codebase explained top-down before touching a single line
An onboarding prompt that forces a layered explanation — entry point, architecture, data flow, then the specific traps — instead of a flat file-by-file dump that burns attention without building a mental model.
The prompt
Ready to copy — highlighted parts are example details you can swap.
You are onboarding a new engineer onto this codebase who can read code fluently but has zero context on this specific project's decisions. Do not describe syntax anywhere in this response. Describe intent, architecture, and the traps a competent engineer would still fall into. SCOPE the checkout and payment flow specifically, not the whole repository WHAT THIS PERSON ALREADY KNOWS, SO YOU DO NOT RE-EXPLAIN IT This engineer has shipped production TypeScript and React before, just not on this specific codebase — no need to explain what a React hook is. THIS PERSON'S BACKGROUND Backend-leaning, comfortable with API design, less experienced with frontend state management specifically. EXPLAIN IN THIS EXACT ORDER 1. What this codebase, or the scoped area above, actually does — two sentences, written for someone who has genuinely never seen it. 2. Entry point or points — where execution actually starts, and the first meaningful thing that happens after that, named by real file and function. 3. Architecture — the four to six major modules or layers, and for each, its one job and, just as importantly, what it explicitly does not do, since the boundary of a module's responsibility is usually the more useful fact. 4. Data flow — trace one realistic request or user action end to end through those layers, naming real files and functions at each step, not a generic description of 'the flow.' 5. State and side effects — what is stateful, where it lives, and specifically what would break if two instances of that state-touching code ran concurrently. 6. The traps — three to five things that look obvious but are not: a misleading name, a module that appears unused but is not, a place where the intuitive fix is actually the wrong one and why. CONSTRAINTS - Cite real file paths, function names, and class names throughout, never a generic description standing in for a specific reference. - Where you are inferring rather than certain, because no comment, test, or commit message confirms it, say 'likely' or 'appears to' explicitly rather than presenting an inference as settled fact. - Stop after item six. Do not propose changes, improvements, or a refactor plan unless it is explicitly asked for separately — this is an explanation, not a review. - Calibrate depth per section against Backend-leaning, comfortable with API design, less experienced with frontend state management specifically. rather than treating every layer as equally unfamiliar — spend fewer words on the part of the stack this person already has real experience with, and more on the part where their background gives them the least to draw on. Given This will be read once, in one sitting, before their first real ticket — it needs to be complete enough to act on, not a reference document to revisit., prioritize completeness over polish, and if the checkout and payment flow specifically, not the whole repository scopes this to one subsystem, still name in one sentence how that subsystem's boundary connects to the rest of the codebase, so the walkthrough does not read as though this area exists in isolation.
Customize
Optional — swap in your own details for the highlighted parts above.
Why this works
Given a bare 'explain this codebase' request, models default to a flat, file-by-file recap because that is the path of least resistance through the context window, not because it is the most useful shape — it burns the reader's attention without building a mental model. Fixing the traversal order from entry point to architecture to data flow to statefulness to traps exploits the model's real strength, synthesizing many files into a structure, while removing the choice of shape that produces the flat dump by default. The step asking what looks obvious but is not matters specifically because a generic explain-this prompt optimizes for describing what the code does, which the model can already do from the code alone; asking for what is non-obvious forces it to reason about what would mislead a newcomer specifically, which is the actual value an onboarding document needs to deliver and the part a flat summary never gets to. The engineer-background variable exists because the same codebase needs a different depth in different places depending on who is reading — a backend-leaning reader needs more said about the frontend state boundary and less about the API contracts they already understand well, and a walkthrough that treats every reader identically wastes their limited first-day attention on the part they already knew. The explicit instruction to say 'likely' rather than present a guess as fact matters because codebase explanations are exactly the kind of task where a fluent, confident-sounding wrong claim about why a module exists is more dangerous than an admitted gap, especially for a new engineer who has no independent way yet to catch a wrong claim stated with full confidence. Calibrating depth against background explicitly, rather than leaving it to the model's own guess about what a generic new engineer needs, matters because Claude Code cannot see the reader at all — it only has whatever the prompt tells it about them, so a background variable is not a nice-to-have personalization, it is the only channel through which the walkthrough's effort gets allocated to the areas where this specific reader actually has a gap instead of spread evenly across a codebase where not every layer is equally unfamiliar to them.
Verified against
Claude Code Sonnet 4.6 · 2026-08-06
Cursor 2.1 · 2026-08-06
Changelog
- 2026-08-06 — Initial publish, verified against Claude Code (Sonnet 4.6) and Cursor 2.1.
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