Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add tranhieutt/software_development_department --skill hybrid-cloud-architectgit clone --depth 1 https://github.com/tranhieutt/software_development_departmentWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/tranhieutt/software_development_department/hybrid-cloud-architect)<a href="https://agentmods.dev/skills/tranhieutt/software_development_department/hybrid-cloud-architect"><img src="https://agentmods.dev/badge/skills/tranhieutt/software_development_department/hybrid-cloud-architect/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/tranhieutt/software_development_department/hybrid-cloud-architect"><img src="https://agentmods.dev/badge/skills/tranhieutt/software_development_department/hybrid-cloud-architect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00044 | $0.01344 |
| Opus 5 | $0.00022 | $0.00672 |
| Sonnet 5 | $0.00009 | $0.00269 |
| Haiku 4.5 | $0.00004 | $0.00134 |
Grade A, and why
hybrid-cloud-architect scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 150 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Hybrid Cloud Architect
Designs hybrid and multi-cloud architectures that bridge on-premises infrastructure (OpenStack, VMware, bare metal) with public cloud services (AWS, Azure, GCP).
When to Use
- Designing systems that span on-premises and cloud environments
- Planning workload placement across private and public clouds
- Migrating from on-prem to hybrid architecture
- User mentions hybrid cloud, multi-cloud, or cross-environment
When NOT to Use
- Single-cloud deployment (use cloud-architect instead)
- Pure infrastructure provisioning without architecture decisions (use devops-deploy)
- Application-level architecture without infrastructure concerns (use backend-architect)
Workflow
1. Assess Requirements
Gather constraints before designing:
| Dimension | Questions |
|---|---|
| Compliance | Data sovereignty? Regulatory frameworks (HIPAA, PCI-DSS, GDPR)? |
| Performance | Latency requirements? Data gravity? Real-time vs batch? |
| Budget | TCO targets? Existing licenses? CapEx vs OpEx preference? |
| Skills | Team expertise in cloud platforms? OpenStack experience? |
| Timeline | Migration urgency? Phased approach acceptable? |
2. Classify Workloads
For each workload, determine placement:
| Criteria | On-Prem | Public Cloud | Edge |
|---|---|---|---|
| Data sovereignty | Yes | No unless region-locked | Yes |
| Low latency (less than 10ms) | Yes | No unless co-located | Yes |
| Elastic scaling | No | Yes | No |
| Cost-sensitive steady-state | Yes | No | - |
| Managed services needed | No | Yes | No |
3. Design Connectivity
Choose connectivity based on requirements:
Options:
- VPN: Low cost, lower bandwidth, good for non-critical traffic
- Dedicated (Direct Connect / ExpressRoute / Interconnect): High bandwidth, low latency, SLA-backed
- SD-WAN: Multi-site, dynamic path selection, cost optimization
- Service mesh: For cross-cloud microservices communication (Istio, Linkerd)
4. Design Security Architecture
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 150 lines · 44 tokens per session scan A 7b44248fba6b
hybrid-cloud-architect is a skill published in the GitHub repository tranhieutt/software_development_department (72 stars, last pushed 3mo ago), licensed MIT. It adds 44 tokens to every session and 1,344 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
argo-cd
Use this skill when designing GitOps delivery workflows with Argo CD. This covers Application and AppProject CRDs, the App of Apps pattern, sync policies and waves, health checks, RBAC configuration, and integrating Argo CD into a multi-environment or multi-cluster strategy. The AI will act as a GitOps specialist who…
terraform
Use this skill when writing, reviewing, or debugging Terraform infrastructure code. This covers module design, remote state management, workspace strategies, variable validation, provider pinning, and secure handling of sensitive outputs. The AI will act as a Terraform specialist who follows HashiCorp best practices…
cm-identity-guard
Verify and lock project identity before ANY git push, Cloudflare deploy, or Supabase operation. Essential when working with multiple GitHub accounts (personal + work), multiple Cloudflare accounts, or multiple Supabase/Neon projects. Prevents wrong-account deploys, cross-project secret leaks, and git history…
mycrab-tunnel-skill
Autonomously sets up, configures, and manages a Cloudflare Tunnel and its domain on mycrab.space, enabling agents to host public content, manage local services, and deploy personalized web presences. Supports both free auto-generated subdomains and custom paid domains.
latchbio-integration
Build, register, debug, and operate bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. Use when authoring or deploying Latch workflows, configuring resources or interfaces, moving data, integrating Registry, or launching and…
django-storages-s3
Use when configuring Django to store static and media files on AWS S3 with django-storages. Invoke when working with the STORAGES setting, S3 buckets, presigned URLs, CloudFront, or boto3-backed file storage in settings.py. Configures the Django 4.2+ STORAGES dict, public/private custom backends, presigned GET/POST…