Cloud Cost Optimization
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
Choose and design cloud services from concrete application, data, availability and operational requirements.
Install Cloud Architecture
$ npx skills add WrongStack/WrongStack --skill cloud-architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install WrongStack/WrongStack cloud-architecture --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/core/skills/cloud-architecture .claude/skills/cloud-architecture && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cloud-architecture" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architecture into .claude/skills/cloud-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-architecture", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architectureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add WrongStack/WrongStack --skill cloud-architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install WrongStack/WrongStack cloud-architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/core/skills/cloud-architecture .agents/skills/cloud-architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cloud-architecture" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architecture into .agents/skills/cloud-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-architecture", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add WrongStack/WrongStack --skill cloud-architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install WrongStack/WrongStack cloud-architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/core/skills/cloud-architecture .cursor/skills/cloud-architecture && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cloud-architecture" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architecture into .cursor/skills/cloud-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-architecture", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/WrongStack/WrongStack.git --path packages/core/skills/cloud-architecture--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add WrongStack/WrongStack --skill cloud-architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install WrongStack/WrongStack cloud-architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/core/skills/cloud-architecture .gemini/skills/cloud-architecture && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cloud-architecture" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architecture into .gemini/skills/cloud-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-architecture", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install WrongStack/WrongStack cloud-architectureInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add WrongStack/WrongStack --skill cloud-architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/core/skills/cloud-architecture .github/skills/cloud-architecture && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cloud-architecture" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architecture into .github/skills/cloud-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-architecture", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add WrongStack/WrongStack --skill cloud-architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install WrongStack/WrongStack cloud-architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/core/skills/cloud-architecture .opencode/skills/cloud-architecture && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cloud-architecture" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/cloud-architecture into .opencode/skills/cloud-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-architecture", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cloud-architecture- GitHub stars
- 371
- Token cost
- ~888 tokens
- SKILL.md length
- 311 words
- Files
- 1
- Skills in repo
- 100
- Repo updated
- First seen
- Licence
- MIT
At a glance
Choose and design cloud services from concrete application, data, availability and operational requirements.
- Works in 6 steps: Start from workload, latency,… → Compare concrete alternatives by… → Define accountable data ownership,… → …
- VPS architectures
- SKILL.md covers Selection card, Overview, Rules and Workflow, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cloud Architecture is an agent skill from WrongStack/WrongStack. Choose and design cloud services from concrete application, data, availability and operational requirements. Use when comparing AWS, Azure, GCP, Cloudflare or VPS architectures; preserve provider/account constraints and verify region-specific capabilities.
Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Cloud architecture. It works with Amazon Web Services, Google Cloud, Cloudflare and Microsoft Azure. The repository describes itself as: An AI coding agent that reads your code, edits files, runs commands, and reasons through bugs — across a terminal REPL, a full-screen TUI, and a browser UI, while you keep your… The licence is MIT.
When your agent uses it
- VPS architectures
- Preserve provider/account constraints and verify region-specific capabilities
Example prompts
- “/cloud-architecture”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Start from workload, latency, consistency, recovery, compliance constraints and operating capacity.
- Compare concrete alternatives by data/identity/network boundaries and failure behavior, not provider marketing labels.
- Define accountable data ownership, regions, exposure and access paths.
- Estimate costs from explicit workload assumptions and dated provider rates; do not invent a monthly number.
- Choose the simplest supported deployment/managed service shape that meets the requirements.
- A design does not authorize account creation, provisioning, spending or production migration.
What it can do on your machine
Read from SKILL.md and the folder at commit a744bdc. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.aws.amazon.comlearn.microsoft.comcloud.google.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cloud Architecture loads about 888 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 311 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from WrongStack/WrongStack at commit a744bdc, republished under its MIT licence (© WrongStack). 311 words, ~888 tokens.
Download SKILL.mdSave it as
.claude/skills/cloud-architecture/SKILL.md (or your agent's skills folder).- name
- cloud-architecture
- description
- Choose and design cloud services from concrete application, data, availability and operational requirements. Use when comparing AWS, Azure, GCP, Cloudflare or VPS architectures; preserve provider/account constraints and verify region-specific capabilities.
- trigger
- Choose and design cloud services from concrete application, data, availability and operational requirements. Use when comparing AWS, Azure, GCP, Cloudflare or…
- version
- 1.0.1
- required-capabilities
- filesystem.read
- optional-capabilities
- filesystem.write, execution.shell, verification.run, web.research
- metadata.routing-group
- operations
- metadata.domain
- infrastructure
Cloud Architecture
Selection card
- Task: Choose cloud topology, failure domains and services. / TR: Bulut topolojisi, hata alanı ve servis seç.
- Start: Identify the authorized target, current health and rollback boundary.
- Finish: apply the acceptance checks below; report observed results and unresolved constraints.
Overview
Choose and design cloud services from concrete application, data, availability and operational requirements.
Cloud products do not share one global latest version. Verify current service availability, quotas, runtime/SDK support and pricing from the selected provider before an architectural decision.
Rules
- Start from workload, latency, consistency, recovery, compliance constraints and operating capacity.
- Compare concrete alternatives by data/identity/network boundaries and failure behavior, not provider marketing labels.
- Define accountable data ownership, regions, exposure and access paths.
- Estimate costs from explicit workload assumptions and dated provider rates; do not invent a monthly number.
- Choose the simplest supported deployment/managed service shape that meets the requirements.
- A design does not authorize account creation, provisioning, spending or production migration.
Workflow
- Map current architecture, requirements and fixed provider/region constraints.
- Verify relevant current product/limit/pricing documentation.
- Compare a few viable options with assumptions and operational tradeoffs.
- Define contracts, failure/recovery model, rollout and observable acceptance.
- For authorized implementation, hand the selected design into IaC/deployment and verify it.
Before returning
Decision tied to requirements; provider/region facts sourced; cost assumptions visible; design versus provisioned/live outcome distinguished.
Sources
Versioned facts checked 2026-10-09; refresh authoritative sources before new installs/upgrades. AWS framework, Azure architecture, Google Cloud framework.
Skills in scope
- infrastructure-as-code — build and maintain Terraform, OpenTofu, Pulumi or cloud-native IaC with reviewable plans and protected state.
- cloudflare-workers — build and maintain Cloudflare Workers with typed bindings, explicit compatibility and isolated validation.
- vps-deploy — deploy an owned application to an explicitly authorized VPS with versioned artifacts, service identity and live health evidence.
- database-development — implement database access, models and queries with explicit consistency, transactions and bounded results.
© WrongStack, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in packages/core/skills/cloud-architecture of WrongStack/WrongStack.
Open the folder on GitHubat commit a744bdc
Compare with similar skills
Cloud Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cloud Architecture this skillWrongStack/WrongStack | 371 | — | ~888 | Automated safety check: Pass | MIT | |
| Cloud Cost Optimizationwshobson/agents | 40k | 14 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Thesvgglincker/thesvg | 2.8k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Dangling DNS Finderanirudhbiyani/findmytakeover | 180 | — | ~1.8k | Automated safety check: Pass | GPL-3.0 | |
| Update Provider Depsmondoohq/mql | 412 | — | ~4.5k | Automated safety check: Pass | Custom licence | |
| Terraform Module Librarywshobson/agents | 40k | 11 repos | ~1.3k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Cloud Architecture
What does Cloud Architecture do?
Choose and design cloud services from concrete application, data, availability and operational requirements. Cloud Architecture is an agent skill from WrongStack/WrongStack. Choose and design cloud services from concrete application, data, availability and operational requirements.
When should I use Cloud Architecture?
Cloud Architecture fits situations like: VPS architectures; preserve provider/account constraints and verify region-specific capabilities.
How do I install Cloud Architecture in Claude Code?
Run `npx skills add WrongStack/WrongStack --skill cloud-architecture -a claude-code`. Or copy the skill folder (packages/core/skills/cloud-architecture in WrongStack/WrongStack) into .claude/skills/cloud-architecture in your project. Claude Code loads it when a task matches its description.
How do I install Cloud Architecture in Codex?
Run `npx skills add WrongStack/WrongStack --skill cloud-architecture -a codex`. Or copy the skill folder (packages/core/skills/cloud-architecture in WrongStack/WrongStack) into .agents/skills/cloud-architecture in your project. Codex loads it when a task matches its description.
Can I use Cloud Architecture in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add WrongStack/WrongStack --skill cloud-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cloud-architecture, .gemini/skills/cloud-architecture, .github/skills/cloud-architecture and .opencode/skills/cloud-architecture in your project.
What does Cloud Architecture need to run?
SKILL.md names no scripts, command-line tools or credentials: Cloud Architecture is instructions for the agent only.
Does Cloud Architecture access the network?
SKILL.md names 3 domains. As links in the text: docs.aws.amazon.com, learn.microsoft.com and cloud.google.com. This is read from the text; nothing was executed.
Is Cloud Architecture safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Cloud Architecture use?
Cloud Architecture is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cloud Architecture use?
About 888 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Cloud Architecture?
Skills that share tags, products or a category with Cloud Architecture: Cloud Cost Optimization (wshobson/agents, 40k stars), Thesvg (glincker/thesvg, 2.8k stars), Dangling DNS Finder (anirudhbiyani/findmytakeover, 180 stars) and Update Provider Deps (mondoohq/mql, 412 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cloud Architecture?
WrongStack (a GitHub organization) maintains it in WrongStack/WrongStack, which has 371 GitHub stars. The repository holds 100 skills in this directory. The repository was last updated on October 10, 2026.
Source: WrongStack/WrongStack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.