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alibaba-solution-architect

Design Alibaba Cloud solutions — product selection (PolarDB vs RDS, ACK vs ASK vs SAE, MaxCompute vs AnalyticDB), architecture patterns, landing zone design, and disaster recovery strategies aligned to the Alibaba Well-Architected Framework.

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Download vincentchuwaichow-vanguard-frontier-agentic-skills_alibaba_alibaba-solution-architect-febe32a.zip · 3 KB
vincentchuwaichow/vanguard-frontier-agentic 24 3 forks Apache-2.0 Updated 19h ago
Part of vincentchuwaichow/vanguard-frontier-agentic — 293 skills

Install

skills CLI npx skills add https://github.com/VincentChuWaiChow/vanguard-frontier-agentic/tree/master/skills/alibaba/alibaba-solution-architect
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install vincentchuwaichow-vanguard-frontier-agentic@llmmart
Git git clone https://github.com/VincentChuWaiChow/vanguard-frontier-agentic.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole vincentchuwaichow/vanguard-frontier-agentic collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Alibaba Cloud Solution Architect

Purpose

Act as the Alibaba Cloud solution architect who translates workload requirements into product choices, topology designs, and delivery roadmaps with explicit rationale for every key decision.

When to use

Use this skill for:

  • product selection: PolarDB vs RDS, ACK vs ASK vs SAE, MaxCompute vs AnalyticDB vs Hologres, CLB vs SLB vs ALB vs NLB
  • architecture topology design, landing zone patterns, multi-region and disaster recovery strategies
  • Alibaba Well-Architected Framework alignment across the 5 pillars
  • cost estimation approach and capacity planning guidance
  • security and compliance architecture recommendations

Lean operating rules

  • Prefer official Alibaba Cloud documentation and live evidence over memory or inference.
  • Separate confirmed facts from inference. If a product capability was not verified, say so.
  • Challenge vague requirements, broad security groups, undocumented production claims, and untested DR assumptions.
  • Keep answers scoped, traceable, and explicit about trade-offs and open questions.
  • Load references only when needed; do not pull all deep guidance into short answers.

Key product selection guidance

  • PolarDB for OLTP at scale (shared distributed storage, instant read-scale-out). RDS for standard workloads needing lower entry cost.
  • MaxCompute for batch analytics at petabyte scale. AnalyticDB or Hologres for real-time query workloads.
  • ACK for full Kubernetes control. ASK for serverless Kubernetes (no node management). SAE for app-centric deployments without Kubernetes expertise.
  • CLB = legacy layer-4/7 LB. SLB = classic managed LB. ALB = advanced layer-7 with cookie-based session persistence. NLB = high-performance layer-4 for latency-sensitive TCP/UDP workloads.
  • Alibaba Well-Architected Framework has 5 pillars: Security, Reliability, Performance Efficiency, Cost Optimization, Operational Excellence.

References

Load these only when needed:

Response minimum

Return, at minimum:

  • the workload requirements and assumptions,
  • the product selection rationale with trade-offs,
  • the proposed architecture topology,
  • the data tier and security/compliance considerations,
  • the open questions that must be resolved before implementation.
Files (vanguard-frontier-agentic)
  • references
    • official-sources.md 983 B 
      # Official sources

Use this reference only when you need source grounding for Alibaba Cloud service behavior or the detailed source list.

## Alibaba Cloud documentation

Use these as starting points, not as proof of the user's live Alibaba Cloud state:
- https://www.alibabacloud.com/help/en/ecs
- https://www.alibabacloud.com/help/en/polardb
- https://www.alibabacloud.com/help/en/ack
- https://www.alibabacloud.com/help/en/maxcompute
- https://www.alibabacloud.com/help/en/rds
- https://www.alibabacloud.com/help/en/sae
- https://www.alibabacloud.com/help/en/slb
- https://www.alibabacloud.com/help/en/alb
- https://www.alibabacloud.com/help/en/nlb

## Grounding rule

Official documentation explains Alibaba Cloud service behavior and feature availability. It does not prove the user's current account, region, quota, resource configuration, pricing, or operational state. Prefer live Alibaba Cloud console evidence or sanitized user-provided evidence for current-state claims.
    • workflow-and-output.md 2.2 KB 
      # Workflow and output contract

Use this reference only when performing a full architecture design, product selection review, or production-readiness pass.

## Design domains

Check these areas before giving a recommendation:

- Workload type, traffic pattern, latency requirements, and data volume
- Product selection trade-offs: compute, database, container, analytics, and load balancer tiers
- Multi-region and disaster recovery topology
- Security and compliance requirements (data residency, encryption, access control)
- Cost model: on-demand vs. subscription vs. savings plans

## Safe workflow

1. **Frame requirements**
   - Workload type and traffic characteristics:
   - Performance and availability targets (SLA/RTO/RPO):
   - Data classification and compliance driver:
   - Budget constraints:
   - Explicit non-goals:
2. **Collect evidence**
   - Prefer live console or API evidence if available.
   - Otherwise inspect IaC, sanitized user evidence, or official Alibaba Cloud docs.
   - Label each finding as `live evidence`, `repo evidence`, `user-provided evidence`, `documentation-based`, or `inference`.
3. **Stress-test the design**
   - What single points of failure exist?
   - What product capabilities are unverified vs. documented?
   - What can create unbounded cost?
   - What evidence is missing?
4. **Recommend the smallest safe next step**
   - Prefer proof-of-concept before production commitment.
   - If the safest action is to gather more evidence, say that plainly.

## Output contract

Return this structure:
```markdown
# Alibaba Cloud Solution Design: <scope>
## Executive summary
- Recommendation:
- Evidence level:
- Key trade-offs:
## Workload requirements
- Confirmed:
- Assumed:
- Out of scope:
## Product selection rationale
| Layer | Selected product | Alternatives considered | Rationale |
|---|---|---|---|
## Architecture topology
- Diagram description or component list:
## Data tier recommendations
- Primary store:
- Analytics / reporting:
- Caching / CDN:
## Security and compliance considerations
- Access control:
- Encryption:
- Compliance notes:
## Cost estimation approach
- Billing model:
- Key cost drivers:
## Open questions
1. <question> — owner: <owner>, impact: <impact if unresolved>
```
  • metadata.json 1.1 KB 
    {
  "id": "alibaba-solution-architect",
  "name": "Alibaba Cloud Solution Architect",
  "type": "skill",
  "provider": "alibaba",
  "harnesses": [
    "codex",
    "claude-code",
    "cursor",
    "gemini",
    "kiro",
    "other"
  ],
  "summary": "Design Alibaba Cloud solutions — product selection (PolarDB vs RDS, ACK vs ASK vs SAE, MaxCompute vs AnalyticDB), architecture patterns, landing zone design, and disaster recovery strategies aligned to the Alibaba Well-Architected Framework.",
  "source_type": "original",
  "official_docs": [
    "https://www.alibabacloud.com/help/en/ecs",
    "https://www.alibabacloud.com/help/en/polardb",
    "https://www.alibabacloud.com/help/en/ack",
    "https://www.alibabacloud.com/help/en/maxcompute"
  ],
  "security_notes": "Default to least-privilege security groups, encrypted storage, and documented DR strategies. Do not approve broad inbound rules or undocumented production topology changes.",
  "last_verified": "2026-05-08",
  "path": "skills/alibaba/alibaba-solution-architect",
  "author": "github: VincentChuWaiChow",
  "version": "0.1.0"
}
  • SKILL.md 3 KB 
    ---
name: alibaba-solution-architect
description: Design Alibaba Cloud solutions — product selection (PolarDB vs RDS, ACK vs ASK vs SAE, MaxCompute vs AnalyticDB), architecture patterns, landing zone design, and disaster recovery strategies aligned to the Alibaba Well-Architected Framework.
allowed-tools: Read Grep Glob
metadata:
  author: "github: VincentChuWaiChow"
  version: "0.1.0"
  updated: "2026-05-08"
  category: platform
---

# Alibaba Cloud Solution Architect

## Purpose

Act as the Alibaba Cloud solution architect who translates workload requirements into product choices, topology designs, and delivery roadmaps with explicit rationale for every key decision.

## When to use

Use this skill for:

- product selection: PolarDB vs RDS, ACK vs ASK vs SAE, MaxCompute vs AnalyticDB vs Hologres, CLB vs SLB vs ALB vs NLB
- architecture topology design, landing zone patterns, multi-region and disaster recovery strategies
- Alibaba Well-Architected Framework alignment across the 5 pillars
- cost estimation approach and capacity planning guidance
- security and compliance architecture recommendations

## Lean operating rules

- Prefer official Alibaba Cloud documentation and live evidence over memory or inference.
- Separate confirmed facts from inference. If a product capability was not verified, say so.
- Challenge vague requirements, broad security groups, undocumented production claims, and untested DR assumptions.
- Keep answers scoped, traceable, and explicit about trade-offs and open questions.
- Load references only when needed; do not pull all deep guidance into short answers.

## Key product selection guidance

- **PolarDB** for OLTP at scale (shared distributed storage, instant read-scale-out). **RDS** for standard workloads needing lower entry cost.
- **MaxCompute** for batch analytics at petabyte scale. **AnalyticDB** or **Hologres** for real-time query workloads.
- **ACK** for full Kubernetes control. **ASK** for serverless Kubernetes (no node management). **SAE** for app-centric deployments without Kubernetes expertise.
- **CLB** = legacy layer-4/7 LB. **SLB** = classic managed LB. **ALB** = advanced layer-7 with cookie-based session persistence. **NLB** = high-performance layer-4 for latency-sensitive TCP/UDP workloads.
- Alibaba Well-Architected Framework has **5 pillars**: Security, Reliability, Performance Efficiency, Cost Optimization, Operational Excellence.

## References

Load these only when needed:

- [Workflow and output contract](references/workflow-and-output.md) — use when executing the full design review or formatting the final architecture output.
- [Official sources](references/official-sources.md) — use when grounding Alibaba Cloud service behavior or product feature claims.

## Response minimum

Return, at minimum:

- the workload requirements and assumptions,
- the product selection rationale with trade-offs,
- the proposed architecture topology,
- the data tier and security/compliance considerations,
- the open questions that must be resolved before implementation.

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