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.
Official agent skill
by aws-samples in aws-samples/sample-well-architected-skills-and-steering
Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a…
$ npx skills add aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aws-samples/sample-well-architected-skills-and-steering migration-readiness --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/aws-samples/sample-well-architected-skills-and-steering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/migration-readiness .claude/skills/migration-readiness && 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 "migration-readiness" agent skill from https://github.com/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readiness into .claude/skills/migration-readiness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migration-readiness", 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/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readinessType 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 aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aws-samples/sample-well-architected-skills-and-steering migration-readiness --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws-samples/sample-well-architected-skills-and-steering.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/migration-readiness .agents/skills/migration-readiness && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "migration-readiness" agent skill from https://github.com/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readiness into .agents/skills/migration-readiness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migration-readiness", 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 aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aws-samples/sample-well-architected-skills-and-steering migration-readiness --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws-samples/sample-well-architected-skills-and-steering.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/migration-readiness .cursor/skills/migration-readiness && 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 "migration-readiness" agent skill from https://github.com/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readiness into .cursor/skills/migration-readiness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migration-readiness", 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/aws-samples/sample-well-architected-skills-and-steering.git --path skills/migration-readiness--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 aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aws-samples/sample-well-architected-skills-and-steering migration-readiness --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws-samples/sample-well-architected-skills-and-steering.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/migration-readiness .gemini/skills/migration-readiness && 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 "migration-readiness" agent skill from https://github.com/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readiness into .gemini/skills/migration-readiness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migration-readiness", 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 aws-samples/sample-well-architected-skills-and-steering migration-readinessInstalls 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 aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aws-samples/sample-well-architected-skills-and-steering.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/migration-readiness .github/skills/migration-readiness && 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 "migration-readiness" agent skill from https://github.com/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readiness into .github/skills/migration-readiness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migration-readiness", 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 aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aws-samples/sample-well-architected-skills-and-steering migration-readiness --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws-samples/sample-well-architected-skills-and-steering.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/migration-readiness .opencode/skills/migration-readiness && 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 "migration-readiness" agent skill from https://github.com/aws-samples/sample-well-architected-skills-and-steering/tree/main/skills/migration-readiness into .opencode/skills/migration-readiness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migration-readiness", 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.
migration-readinessAssess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a…
Migration Readiness is an agent skill from aws-samples/sample-well-architected-skills-and-steering, published by the product's own GitHub organization. Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a migration plan.
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `evals/evals.json`, `evals/triggering.json` and `metadata.json`).
It sits in DevOps & Cloud. It works with Amazon Web Services. The repository describes itself as: Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Architected Framework. One set of playbooks, 14 supported tools. The licence is MIT-0.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit e81835b. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Migration Readiness loads about 3.3k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 1,052 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.
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.
The full file from aws-samples/sample-well-architected-skills-and-steering at commit e81835b, republished under its MIT-0 licence (© aws-samples). 1,052 words, ~3,267 tokens.
.claude/skills/migration-readiness/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Ask the user:
What workload are you planning to migrate? Please share:
- Workload name and code packages/directories to analyze
- Current environment (on-premises, other cloud, colocation)
- Business drivers (cost, agility, compliance, end-of-life hardware, etc.)
- Timeline constraints (optional)
If context is already provided or you are in a codebase, proceed directly.
Analyze the codebase to understand the current application stack.
You MUST examine:
For each component, document:
You MUST flag as BLOCKER:
Analyze existing infrastructure configurations.
You MUST examine:
For each infrastructure component, document:
Map all internal and external dependencies.
You MUST examine:
You MUST create a dependency diagram showing:
You MUST flag as HIGH RISK:
---STOP--- Checkpoint: Discovery and dependency mapping complete — ready to determine migration strategy
Mapped the application stack ({X} components), infrastructure configurations, and dependency relationships. Identified {Y} blockers, {Z} high-risk dependencies (shared databases, latency-sensitive integrations), and migration wave groupings.
Shall I proceed with determining the migration strategy (7 Rs) for each component and assessing readiness by pillar?
For each component, evaluate which strategy fits based on code evidence:
| Strategy | When to use | Code Indicators |
|---|---|---|
| Rehost | Fast migration, minimal changes | Standard OS, containerizable, no OS-specific deps |
| Replatform | Small optimizations during move | Self-managed DB → RDS, self-managed cache → ElastiCache |
| Refactor | Need cloud-native benefits | Monolith that should be decomposed, stateful → stateless |
| Repurchase | Replace with SaaS | Commercial software with AWS/SaaS equivalent |
| Retire | No longer needed | Unused code, deprecated services |
| Retain | Not ready to move | Hard dependencies, compliance blockers |
| Relocate | VMware workloads | VMware-specific configurations |
You MUST justify each recommendation with code evidence.
For each pillar, provide: Readiness (Ready/Conditionally Ready/Not Ready), Evidence (file:line), Gaps, Actions needed.
For each risk, assess using Impact × Likelihood:
Impact: Minor (schedule slip, minor rework) | Moderate (significant rework, extended hybrid period) | Severe (migration failure, data loss, extended outage)
Likelihood: Low (unlikely with proper planning) | Medium (possible without specific mitigation) | High (likely given current state)
| Impact | Likelihood | Risk Level |
|---|---|---|
| Severe | High | Critical |
| Severe | Medium | High |
| Severe | Low | High |
| Moderate | High | High |
| Moderate | Medium | Medium |
| Moderate | Low | Medium |
| Minor | High | Medium |
| Minor | Medium | Low |
| Minor | Low | Low |
---STOP--- Checkpoint: Risk assessment complete — ready to produce the final migration assessment
Assessed {N} risks across the migration. Risk distribution: {X} Critical, {Y} High, {Z} Medium, {W} Low. Overall readiness: {Ready / Conditionally Ready / Not Ready}. Critical blockers and mitigations identified.
Shall I produce the full Migration Readiness assessment with migration plan and cost comparison?
# Migration Readiness Assessment: {Workload Name}
## Executive Summary
- **Date**: {date}
- **Packages Analyzed**: {list}
- **Recommended Strategy**: {primary strategy}
- **Overall Readiness**: {Ready / Conditionally Ready / Not Ready}
- **Estimated Effort**: {T-shirt size with justification}
- **Key Risks**: {top 3}
- **Critical Blockers**: {count and brief description}
## Application Stack Summary
| Component | Technology | Version | AWS Equivalent | Strategy | Complexity |
|-----------|-----------|---------|---------------|----------|------------|
| {name} | {tech} | {ver} | {aws service} | {7R} | {Low/Med/High} |
## Dependency Map
{PlantUML diagram showing service dependencies, data flows, and migration wave groupings}
## Readiness Scorecard
| Pillar | Readiness | Score (1-5) | Key Blocker | Action Needed |
|--------|-----------|-------------|-------------|---------------|
| Operational Excellence | {status} | {score} | {blocker} | {action} |
| Security | {status} | {score} | {blocker} | {action} |
| Reliability | {status} | {score} | {blocker} | {action} |
| Performance Efficiency | {status} | {score} | {blocker} | {action} |
| Cost Optimization | {status} | {score} | {blocker} | {action} |
| Sustainability | {status} | {score} | {blocker} | {action} |
## Critical Blockers
{For each: ID, description, evidence (file:line), impact on migration, resolution approach, effort}
## Risks and Mitigations
| Risk | Evidence | Risk Level | Migration Impact | Mitigation | AWS Service |
|------|----------|------------|-----------------|------------|-------------|
| {risk} | {file:line} | {level} | {impact} | {mitigation} | {service} |
## Pre-Migration Checklist
{Ordered by priority — what must be done before migration starts}
- [ ] {action with evidence of why it's needed}
## Migration Plan
### Phase 1: Mobilize (Weeks 1-2)
| Task | Dependencies | AWS Service | Evidence |
|------|-------------|-------------|----------|
{Landing zone, connectivity, tooling setup}
### Phase 2: Migrate (Weeks 3-6)
| Wave | Components | Strategy | Data Volume | Downtime Window |
|------|-----------|----------|-------------|-----------------|
{Component migration waves based on dependency analysis}
### Phase 3: Optimize (Weeks 7-8)
| Optimization | Component | Expected Benefit | AWS Service |
|-------------|-----------|-----------------|-------------|
{Right-sizing, managed services, serverless, Graviton}
## AWS Services for Migration
| Category | Service | Purpose | Relevant Components |
|----------|---------|---------|-------------------|
| Server | AWS MGN | Rehost EC2 | {components} |
| Database | AWS DMS | Replicate with minimal downtime | {components} |
| Data | DataSync / Snowball | Large-scale transfer | {components} |
| Schema | AWS SCT | Schema conversion | {components} |
| Network | Direct Connect / VPN | Hybrid connectivity | {components} |
| Governance | Control Tower | Multi-account | All |
## Cost Comparison
| Category | Current (monthly est.) | AWS Estimated | Delta | Notes |
|----------|----------------------|---------------|-------|-------|
| Compute | {estimate} | {estimate} | {delta} | {basis} |
| Storage | {estimate} | {estimate} | {delta} | {basis} |
| Networking | {estimate} | {estimate} | {delta} | {basis} |
| Licensing | {estimate} | {estimate} | {delta} | {basis} |
| Operations | {estimate} | {estimate} | {delta} | {basis} |
## Next Steps
{Top 5 concrete actions the team should take this week to prepare}After delivering the assessment, offer:
Would you like me to:
- Design the AWS landing zone architecture?
- Create a detailed data migration plan for a specific database?
- Estimate AWS costs in detail for specific components?
- Build a pre-migration testing strategy?
- Design the hybrid connectivity architecture?
- Create IaC for the target AWS architecture?
<!--
Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
SPDX-License-Identifier: MIT-0
-->
© aws-samples, MIT-0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files in skills/migration-readiness of aws-samples/sample-well-architected-skills-and-steering.
Open the folder on GitHubat commit e81835b
Migration Readiness 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 |
|---|---|---|---|---|---|---|
| Migration Readiness this skillaws-samples/sample-well-architected-skills-and-steering | 273 | — | ~3.3k | Automated safety check: Pass | MIT-0 | |
| Cloud Cost Optimizationwshobson/agents | 40k | 13 repos | ~1.7k | Automated safety check: Pass | MIT | |
| AWS Cdk Developmentzxkane/aws-skills | 367 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 259 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence | |
| Terravision Cloud Diagramspatrickchugh/terravision | 1.6k | — | ~5.6k | Automated safety check: Notes | AGPL-3.0-only | |
| Setup Osworldxlang-ai/OSWorld-V2 | 351 | 1 repos | ~2.6k | Automated safety check: Notes | Apache-2.0 |
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
zxkane/aws-skills
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python.
maslennikov-ig/claude-code-orchestrator-kit
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup…
patrickchugh/terravision
Draw cloud architecture diagrams for AWS, Azure or GCP with the official provider icon sets, using TerraVision.
xlang-ai/OSWorld-V2
Provision and verify an OSWorld-V2 checkout after clone. An agent skill from xlang-ai/OSWorld-V2.
LukasNiessen/terrashark
Prevent Terraform/OpenTofu hallucinations by diagnosing and fixing failure modes: identity churn, secret exposure, blast-radius mistakes, CI drift, and compliance gate gaps.
aws-samples/sample-well-architected-skills-and-steering
"Learn then Build" — help developers understand AWS Well-Architected best practices for their specific workload, then produce actionable visual artifacts (architecture diagrams with WA annotations…
aws-samples/sample-well-architected-skills-and-steering
Generate preventive Well-Architected guardrails — AWS Config rules, Service Control Policies, permission boundaries, CloudWatch alarms, and IaC policy checks (CDK Aspects, cfn-guard, OPA/Sentinel) —…
aws-samples/sample-well-architected-skills-and-steering
Perform a full AWS Well-Architected Framework review evaluating all 57 questions across 6 pillars by analyzing code, IaC, and configurations to produce evidence-backed findings with…
aws-samples/sample-well-architected-skills-and-steering
Help a facilitator run a conversational Well-Architected Framework Review (WAFR) with a customer — generates tailored facilitator questions, probing follow-ups, and "things to look out for" per WA…
Works with
Categories
Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a…. Migration Readiness is an agent skill from aws-samples/sample-well-architected-skills-and-steering, published by the product's own GitHub organization. Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a migration plan.
Migration Readiness fits situations like: devOps & Cloud work in your project.
Run `npx skills add aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a claude-code`. Or copy the skill folder (skills/migration-readiness in aws-samples/sample-well-architected-skills-and-steering) into .claude/skills/migration-readiness in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a codex`. Or copy the skill folder (skills/migration-readiness in aws-samples/sample-well-architected-skills-and-steering) into .agents/skills/migration-readiness in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aws-samples/sample-well-architected-skills-and-steering --skill migration-readiness -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/migration-readiness, .gemini/skills/migration-readiness, .github/skills/migration-readiness and .opencode/skills/migration-readiness in your project.
SKILL.md names no scripts, command-line tools or credentials: Migration Readiness is instructions for the agent only. Our summary lists: Docker.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
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.
Migration Readiness is published under the MIT-0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Migration Readiness: Cloud Cost Optimization (wshobson/agents, 40k stars), AWS Cdk Development (zxkane/aws-skills, 367 stars), Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 259 stars) and Terravision Cloud Diagrams (patrickchugh/terravision, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aws-samples (a GitHub organization, an official publisher) maintains it in aws-samples/sample-well-architected-skills-and-steering, which has 273 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 6, 2026.
Source: aws-samples/sample-well-architected-skills-and-steering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.