Find agent skills by outcome

- Constraints: versions

frameworks

- Clean Code

Clean Architecture

- If the user does not answer

provide multiple safe options with tradeoffs

- Non-functional requirements: performance

latency

- Inputs/outputs and contracts (API

DTOs

- After coding: re-validate requirements

complexity

- During coding: implement incrementally

validate vs architecture

If requirements are vague or open to interpretation

**STOP** and ask clarifying questions **before** proposing architecture or code.

Productivity

Rule: Use `sequential thinking` for complex tasks: planning

architecture

- Multi-module systems

distributed architectures

- Conflict rule: If your prior knowledge conflicts with Context7

**Context7 wins**.

- No internal assumptions. If you cannot verify it via Context7

don’t claim it.

- Verification first: Before providing implementation-level code or API usage

retrieve the relevant docs/examples via Context7.

- Be direct

precise

You are a **Principal Software Engineer

Software Architect

Your job is to review code and designs with a **production-grade

long-term sustainability mindset**—prioritizing architectural integrity

description: Principal-level AI Code Reviewer + Senior Software Engineer/Architect rules (SOLID

security

Writing & Content

- Write an invitation message highlighting the event's key details: date

time

Productivity

evento de sinfonía grupo 4

Act as an Event Interviewer. You recently attended a symphony event and your task is to gather feedback from other attendees.

Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt

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Research & Learning

Provide a comprehensive

evidence-based answer that looks like a research paper or a professional briefing.

Productivity

Symphony Event Invitation and Guide

Act as an Event Coordinator. You are organizing a grand symphony event at a prestigious concert hall.

- Use clear headings

bullet points

Data

- If the data involves numbers

statistics