Ask Claude to Add JSDoc or Docblock Comments to Your Undocumented Functions
Writing doc comments by hand is tedious, and auto-generated ones just repeat the function signature. Claude reads the actual implementation — the edge cases, the error conditions, the side effects — and writes documentation that adds real value.
Add JSDoc comments to all exported functions in src/services/ that don't
have them. Read the implementation and document what each function actually
does, not just what the types say.
Claude produces comments that go beyond the signature:
/**
* Processes a refund for an order, prorating the amount if only
* some items are returned. Sends a notification email on success.
*
* @param {string} orderId - The order to refund
* @param {string[]} [itemIds] - Specific items to refund. Omit for full refund.
* @returns {Promise<RefundResult>} The refund details including transaction ID
* @throws {OrderNotFoundError} If the order doesn't exist
* @throws {AlreadyRefundedError} If the order was already fully refunded
* @example
* // Full refund
* await processRefund('ord_123');
* // Partial refund
* await processRefund('ord_123', ['item_456']);
*/
This works for all documentation formats:
# PHPDoc
Add PHPDoc blocks to all public methods in app/Services/.
Include @param, @return, @throws, and a description that explains
the business logic, not just the mechanics.
# Python docstrings
Add Google-style docstrings to all functions in src/. Include Args,
Returns, Raises, and a usage Example for complex functions.
# Targeted documentation
Only document the functions that other developers call — the public
API surface. Skip private helpers and internal utilities.
After adding docs, ask Claude to verify accuracy:
Check that every @throws annotation matches an actual throw in the code.
Check that every @param matches an actual parameter. Remove any
documentation that doesn't match the implementation.
Good documentation describes intent and edge cases, not just types — let Claude read the code and write comments that help the next developer understand why.
via Claude Code
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Set up Claude Code as an automated reviewer in your CI pipeline — on every pull request, it reads the diff, checks for bugs, security issues, missing tests, and convention violations, then posts its findings as a PR comment. Your human reviewers get a head start because the obvious issues are already flagged before they look.
Before deploying, tell Claude to read your project — migrations, environment variables, queue workers, scheduled tasks, caching, third-party integrations — and generate a deployment checklist that's specific to your app. Not a generic "did you run migrations?" list, but one that knows YOUR infrastructure and catches the things YOUR deploy can break.
Instead of writing a README from memory or copying a template, tell Claude to read your project and generate one that's actually accurate — real setup instructions from your config, real architecture from your directory structure, real API examples from your routes, and real prerequisites from your dependency files.