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nam3886
nam3886COMMUNITY
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ck:ask

Analyze system designs and produce architecture recommendations with decision frameworks.

Updated Aug 27, 2026
Search Tags:#architecture#scalability#system-design#architecture-review#risk-analysis#technology-strategy#technical-consultation
One-click install
npx skills add https://github.com/nam3886/golang-echo-boilerplate --skill ck-ask-nam3886
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ck:ask
Source: https://github.com/nam3886/golang-echo-boilerplate/tree/main/.claude/skills/ask
Command: npx skills add https://github.com/nam3886/golang-echo-boilerplate --skill ck-ask-nam3886

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides concise, senior-level architectural guidance to teams and engineers facing complex technical decisions, ambiguous system boundaries, scalability challenges, or trade-off analysis needs, reducing costly design mistakes and rework.

Core Features & Use Cases

  • Structured Architecture Analysis: Breaks down system boundaries, data flows, component responsibilities, and integration points.
  • Multi-perspective Advice: Orchestrates Systems Designer, Technology Strategist, Scalability Consultant, and Risk Analyst roles to deliver balanced recommendations.
  • Actionable Guidance: Produces high-level designs, technology trade-offs, phased implementation strategies, and prioritized next actions for proofs-of-concept and validation.
  • Use Case: Conduct an architecture review for a Go API monolith that must scale, ensure reliability, and integrate with PostgreSQL, Redis, and messaging systems.

Quick Start

Provide a concise architecture assessment and prioritized implementation plan for a Go-based API monolith using Echo, PostgreSQL, Redis, and RabbitMQ including scalability and risk mitigations.

Frequently Asked Questions about ck:ask

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I conduct an architecture review for a backend API monolith that needs to scale?▼

An architecture review breaks down system boundaries, data flows, and integration points to produce a prioritized implementation plan. It assesses scalability constraints and risk mitigations to guide the transition from a monolithic structure to a reliable distributed system.

What is the best way to analyze technology trade-offs for system design decisions?▼

Analyzing technology trade-offs requires evaluating component responsibilities against project constraints and scale requirements to deliver balanced recommendations. This multi-perspective approach ensures technology selection aligns with long-term architectural strategy and risk tolerance.

How do I plan scalability for backend services using PostgreSQL, Redis, and messaging systems?▼

Scalability planning assesses data flows and integration points across PostgreSQL, Redis, and messaging systems to identify bottlenecks. It produces high-level designs and phased implementation strategies to ensure backend services handle increased load reliably.

Can I get expert technical consultation for ambiguous system boundaries and integration points?▼

Yes, technical consultation resolves ambiguous system boundaries by applying structured architecture analysis to define component responsibilities. It delivers concise architecture synthesis and actionable next steps for proofs-of-concept and validation.

When do I need a risk analysis for my technology strategy and infrastructure?▼

Risk analysis is needed when facing complex technical decisions or scalability challenges that threaten costly design mistakes and rework. It identifies potential failures within development workflows and orchestration protocols to provide prioritized risk mitigations.

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