Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compelling narratives highlighting clinical experiences, research achievements, and career motivations for healthcare education applications.

Use when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. Crafts compelling headlines, writes professional summaries, integrates healthcare keywords, and builds personal branding for medical careers.

Write or fix a prompt for a fast/cheap model (Gemini Flash, GPT-4o Mini, Haiku) so its output is stable and parseable. Use for any request to draft, tune or debug such a prompt — producing it IS the work, even when you could write one unaided. Not for reasoning models (use engineer-prompts-for-reasoning), model choice, or prompting a person.

Lower a toy language AST to LLVM 22 IR using IRBuilder. Covers project setup, AST node types, expression lowering, control flow, functions, structs, and applying mem2reg.

Guide LLVM 22's auto-vectorizer and SLP vectorizer from a frontend. Covers loop vectorization metadata, interleaving, loop distribution, marking parallel accesses, controlling SLP, and how to check whether vectorization happened.

Add DWARF debug info to an existing LLVM 22 IR frontend. Covers DIBuilder setup, compile unit, function subprograms, local variable declarations, source locations on instructions, and module flags.

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

Scaffold and develop a Symfony 7.x application with PHP 8.3+, Doctrine ORM, API Platform, Messenger async processing, and Twig templating.

Scaffold a production-ready NestJS 10+ API with TypeScript strict mode, modular architecture, validation, Swagger docs, and database integration.

Archive multiple completed changes at once. Use when archiving several parallel changes.

Fill the Maybank remittance (bank transfer) form by editing remit.json in a Remit project.

Knowledge retrieval from multiple sources. Search docs, web, and code with intelligent routing, RRF fusion, circuit breakers, and semantic caching.

Create, review, and validate an alignment checkpoint. Use when a request is ambiguous, high-stakes, multi-step, or requires explicit approval before tool use.

Install validated Codex plugins from trusted sources with quarantine validation, provenance, and rollback. Use when distribution and installation are the primary goals.

Review PRs, branches, diffs, and workflow artifacts for package-level go/no-go readiness with severity-ranked synthesis. Use when users need readiness synthesis rather than detailed technical-risk critique.

Get a quick overview of your RevenueCat project configuration including apps, products, entitlements, offerings, and webhooks.

Build chat applications with PubNub Chat SDK — direct/group conversations, typing indicators, message actions (reactions, edits, read receipts), file sharing, and threaded messages. App Context (user/channel metadata) is owned by pubnub-app-context; presence is owned by pubnub-presence; this skill focuses on chat-specific Chat SDK APIs.

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.