Creator · awslabs
Last updated · Sep 2, 2026
Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services.
Creator · awslabs
Last updated · Sep 2, 2026
Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services.
Creator · awslabs
Last updated · Sep 2, 2026
Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services.
Creator · awslabs
Last updated · Sep 2, 2026
Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services.
Review then install
Install targets
Codex install prompt
Install the "deploy" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/deploy-on-aws/skills/deploy. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"awslabs-deploy","task":"Install deploy","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add awslabs/agent-plugins --skill deploy
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
881
76/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
881 GitHub stars
Repo activity
881 stars, 152 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add awslabs/agent-plugins --skill deploy
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add awslabs/agent-plugins --skill deployDo not use when
Alternative
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
40.8K Stars
npx skills add appsmithorg/appsmith
Alternative
175.7K Stars
npx skills add mattpocock/skills --skill implement
Alternative
30.9K Stars
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/awslabs-deploy/install
Agent should check
Copy prompt
Task: Use deploy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/awslabs-deploy/install
Install command: npx skills add awslabs/agent-plugins --skill deploy
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/awslabs-deploy/install
LLM text format
/api/skills/awslabs-deploy/install?format=text
Find alternatives
/api/skills/search?q=deploy&limit=3
Agent prompt
Use deploy for this task. Review https://www.openagentskill.com/api/skills/awslabs-deploy/install, then install with: npx skills add awslabs/agent-plugins --skill deployRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/awslabs-deploy
LLM text
/api/registry/manifest/awslabs-deploy?format=text
Install alias
/api/registry/install/awslabs-deploy
Recommend
/api/registry/recommend?task=Use%20deploy%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
INFO881 GitHub stars
Stars/forks activity
INFO881 stars, 152 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills that may fit this task.
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
--- name: deploy description: "Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services." ---
# Deploy on AWS
Take any application and deploy it to AWS with minimal user decisions.
## Philosophy
**Minimize cognitive burden.** User has code, wants it on AWS. Pick the most straightforward services. Don't ask questions with obvious answers.
## Workflow
1. **Analyze** - Scan codebase for framework, database, dependencies 2. **Recommend** - Select AWS services, concisely explain rationale 3. **Estimate** - Show monthly cost before proceeding 4. **Generate** - Write IaC code with [security defaults](references/security.md) applied 5. **Deploy** - Run security checks, then execute with user confirmation
## Defaults
See [defaults.md](references/defaults.md) for the complete service selection matrix.
Core principle: Default to **dev-sized** (cost-conscious: small instance sizes, minimal redundancy, and non-HA/single-AZ defaults) unless user says "production-ready".
## MCP Servers
### awsknowledge
Consult for architecture decisions. Use when choosing between AWS services or validating that a service fits the use case. Helps answer "what's the right AWS service for X?"
Key topics: `general` for architecture, `amplify_docs` for static sites/SPAs, `cdk_docs` and `cdk_constructs` for IaC patterns.
### awspricing
Get cost estimates. **Always present costs before generating IaC** so user can adjust before committing. See [cost-estimation.md](references/cost-estimation.md) for query patterns.
### awsiac
Consult for IaC best practices. Use when writing CDK/CloudFormation/Terraform to ensure patterns follow AWS recommendations.
## Principles
- Concisely explain why each service was chosen - Always show cost estimate before generating code - Apply [security defaults](references/security.md) automatically (encryption, private subnets, least privilege) - Run IaC security scans (cfn-nag, checkov) before deployment - Don't ask "Lambda or Fargate?" - just pick the obvious one - If genuinely ambiguous, then ask - **Never recommend AWS App Runner** — it is in maintenance mode. Use ECS Express Mode instead. - When user explicitly requests a managed application platform or signals low infrastructure involvement, route to Elastic Beanstalk
## References
- [Service defaults](references/defaults.md) - [Security defaults](references/security.md) - [Cost estimation patterns](references/cost-estimation.md) - [Elastic Beanstalk skill](../elastic-beanstalk/SKILL.md)
Source provenance
Decision snapshot
881 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for deploy, ready for a manual X post.
deploy: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on... 881 stars https://www.openagentskill.com/skills/awslabs-deploy?ref=x
Listing + install path for deploy: https://www.openagentskill.com/skills/awslabs-deploy?ref=x Install: npx skills add awslabs/agent-plugins --skill deploy
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to awslabs but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy/audit)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)awslabs
@awslabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsAppsmith
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
40.8K StarsImplement
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
175.7K StarsVercel React Best Practices
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
30.9K StarsReview then install
Install targets
Codex install prompt
Install the "deploy" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/deploy-on-aws/skills/deploy. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"awslabs-deploy","task":"Install deploy","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add awslabs/agent-plugins --skill deploy
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
881
76/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
881 GitHub stars
Repo activity
881 stars, 152 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add awslabs/agent-plugins --skill deploy
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add awslabs/agent-plugins --skill deployDo not use when
Alternative
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
40.8K Stars
npx skills add appsmithorg/appsmith
Alternative
175.7K Stars
npx skills add mattpocock/skills --skill implement
Alternative
30.9K Stars
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/awslabs-deploy/install
Agent should check
Copy prompt
Task: Use deploy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/awslabs-deploy/install
Install command: npx skills add awslabs/agent-plugins --skill deploy
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/awslabs-deploy/install
LLM text format
/api/skills/awslabs-deploy/install?format=text
Find alternatives
/api/skills/search?q=deploy&limit=3
Agent prompt
Use deploy for this task. Review https://www.openagentskill.com/api/skills/awslabs-deploy/install, then install with: npx skills add awslabs/agent-plugins --skill deployRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/awslabs-deploy
LLM text
/api/registry/manifest/awslabs-deploy?format=text
Install alias
/api/registry/install/awslabs-deploy
Recommend
/api/registry/recommend?task=Use%20deploy%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
INFO881 GitHub stars
Stars/forks activity
INFO881 stars, 152 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills that may fit this task.
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
--- name: deploy description: "Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services." ---
# Deploy on AWS
Take any application and deploy it to AWS with minimal user decisions.
## Philosophy
**Minimize cognitive burden.** User has code, wants it on AWS. Pick the most straightforward services. Don't ask questions with obvious answers.
## Workflow
1. **Analyze** - Scan codebase for framework, database, dependencies 2. **Recommend** - Select AWS services, concisely explain rationale 3. **Estimate** - Show monthly cost before proceeding 4. **Generate** - Write IaC code with [security defaults](references/security.md) applied 5. **Deploy** - Run security checks, then execute with user confirmation
## Defaults
See [defaults.md](references/defaults.md) for the complete service selection matrix.
Core principle: Default to **dev-sized** (cost-conscious: small instance sizes, minimal redundancy, and non-HA/single-AZ defaults) unless user says "production-ready".
## MCP Servers
### awsknowledge
Consult for architecture decisions. Use when choosing between AWS services or validating that a service fits the use case. Helps answer "what's the right AWS service for X?"
Key topics: `general` for architecture, `amplify_docs` for static sites/SPAs, `cdk_docs` and `cdk_constructs` for IaC patterns.
### awspricing
Get cost estimates. **Always present costs before generating IaC** so user can adjust before committing. See [cost-estimation.md](references/cost-estimation.md) for query patterns.
### awsiac
Consult for IaC best practices. Use when writing CDK/CloudFormation/Terraform to ensure patterns follow AWS recommendations.
## Principles
- Concisely explain why each service was chosen - Always show cost estimate before generating code - Apply [security defaults](references/security.md) automatically (encryption, private subnets, least privilege) - Run IaC security scans (cfn-nag, checkov) before deployment - Don't ask "Lambda or Fargate?" - just pick the obvious one - If genuinely ambiguous, then ask - **Never recommend AWS App Runner** — it is in maintenance mode. Use ECS Express Mode instead. - When user explicitly requests a managed application platform or signals low infrastructure involvement, route to Elastic Beanstalk
## References
- [Service defaults](references/defaults.md) - [Security defaults](references/security.md) - [Cost estimation patterns](references/cost-estimation.md) - [Elastic Beanstalk skill](../elastic-beanstalk/SKILL.md)
Source provenance
Decision snapshot
881 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for deploy, ready for a manual X post.
deploy: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on... 881 stars https://www.openagentskill.com/skills/awslabs-deploy?ref=x
Listing + install path for deploy: https://www.openagentskill.com/skills/awslabs-deploy?ref=x Install: npx skills add awslabs/agent-plugins --skill deploy
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to awslabs but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy/audit)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)awslabs
@awslabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsAppsmith
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
40.8K StarsImplement
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
175.7K StarsVercel React Best Practices
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
30.9K StarsReview then install
Install targets
Codex install prompt
Install the "deploy" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/deploy-on-aws/skills/deploy. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"awslabs-deploy","task":"Install deploy","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add awslabs/agent-plugins --skill deploy
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
881
76/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
881 GitHub stars
Repo activity
881 stars, 152 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add awslabs/agent-plugins --skill deploy
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add awslabs/agent-plugins --skill deployDo not use when
Alternative
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
40.8K Stars
npx skills add appsmithorg/appsmith
Alternative
175.7K Stars
npx skills add mattpocock/skills --skill implement
Alternative
30.9K Stars
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/awslabs-deploy/install
Agent should check
Copy prompt
Task: Use deploy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/awslabs-deploy/install
Install command: npx skills add awslabs/agent-plugins --skill deploy
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/awslabs-deploy/install
LLM text format
/api/skills/awslabs-deploy/install?format=text
Find alternatives
/api/skills/search?q=deploy&limit=3
Agent prompt
Use deploy for this task. Review https://www.openagentskill.com/api/skills/awslabs-deploy/install, then install with: npx skills add awslabs/agent-plugins --skill deployRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/awslabs-deploy
LLM text
/api/registry/manifest/awslabs-deploy?format=text
Install alias
/api/registry/install/awslabs-deploy
Recommend
/api/registry/recommend?task=Use%20deploy%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
INFO881 GitHub stars
Stars/forks activity
INFO881 stars, 152 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills that may fit this task.
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
--- name: deploy description: "Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services." ---
# Deploy on AWS
Take any application and deploy it to AWS with minimal user decisions.
## Philosophy
**Minimize cognitive burden.** User has code, wants it on AWS. Pick the most straightforward services. Don't ask questions with obvious answers.
## Workflow
1. **Analyze** - Scan codebase for framework, database, dependencies 2. **Recommend** - Select AWS services, concisely explain rationale 3. **Estimate** - Show monthly cost before proceeding 4. **Generate** - Write IaC code with [security defaults](references/security.md) applied 5. **Deploy** - Run security checks, then execute with user confirmation
## Defaults
See [defaults.md](references/defaults.md) for the complete service selection matrix.
Core principle: Default to **dev-sized** (cost-conscious: small instance sizes, minimal redundancy, and non-HA/single-AZ defaults) unless user says "production-ready".
## MCP Servers
### awsknowledge
Consult for architecture decisions. Use when choosing between AWS services or validating that a service fits the use case. Helps answer "what's the right AWS service for X?"
Key topics: `general` for architecture, `amplify_docs` for static sites/SPAs, `cdk_docs` and `cdk_constructs` for IaC patterns.
### awspricing
Get cost estimates. **Always present costs before generating IaC** so user can adjust before committing. See [cost-estimation.md](references/cost-estimation.md) for query patterns.
### awsiac
Consult for IaC best practices. Use when writing CDK/CloudFormation/Terraform to ensure patterns follow AWS recommendations.
## Principles
- Concisely explain why each service was chosen - Always show cost estimate before generating code - Apply [security defaults](references/security.md) automatically (encryption, private subnets, least privilege) - Run IaC security scans (cfn-nag, checkov) before deployment - Don't ask "Lambda or Fargate?" - just pick the obvious one - If genuinely ambiguous, then ask - **Never recommend AWS App Runner** — it is in maintenance mode. Use ECS Express Mode instead. - When user explicitly requests a managed application platform or signals low infrastructure involvement, route to Elastic Beanstalk
## References
- [Service defaults](references/defaults.md) - [Security defaults](references/security.md) - [Cost estimation patterns](references/cost-estimation.md) - [Elastic Beanstalk skill](../elastic-beanstalk/SKILL.md)
Source provenance
Decision snapshot
881 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for deploy, ready for a manual X post.
deploy: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on... 881 stars https://www.openagentskill.com/skills/awslabs-deploy?ref=x
Listing + install path for deploy: https://www.openagentskill.com/skills/awslabs-deploy?ref=x Install: npx skills add awslabs/agent-plugins --skill deploy
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to awslabs but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy/audit)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)awslabs
@awslabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsAppsmith
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
40.8K StarsImplement
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
175.7K StarsVercel React Best Practices
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
30.9K StarsReview then install
Install targets
Codex install prompt
Install the "deploy" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/deploy-on-aws/skills/deploy. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"awslabs-deploy","task":"Install deploy","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add awslabs/agent-plugins --skill deploy
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
881
76/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
881 GitHub stars
Repo activity
881 stars, 152 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add awslabs/agent-plugins --skill deploy
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add awslabs/agent-plugins --skill deployDo not use when
Alternative
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
40.8K Stars
npx skills add appsmithorg/appsmith
Alternative
175.7K Stars
npx skills add mattpocock/skills --skill implement
Alternative
30.9K Stars
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/awslabs-deploy/install
Agent should check
Copy prompt
Task: Use deploy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deploy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/awslabs-deploy/install
Install command: npx skills add awslabs/agent-plugins --skill deploy
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/awslabs-deploy/install
LLM text format
/api/skills/awslabs-deploy/install?format=text
Find alternatives
/api/skills/search?q=deploy&limit=3
Agent prompt
Use deploy for this task. Review https://www.openagentskill.com/api/skills/awslabs-deploy/install, then install with: npx skills add awslabs/agent-plugins --skill deployRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/awslabs-deploy
LLM text
/api/registry/manifest/awslabs-deploy?format=text
Install alias
/api/registry/install/awslabs-deploy
Recommend
/api/registry/recommend?task=Use%20deploy%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
INFO881 GitHub stars
Stars/forks activity
INFO881 stars, 152 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Work with data stores
I need my agent to inspect database schemas, write SQL, and explain query results.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills that may fit this task.
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
--- name: deploy description: "Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services." ---
# Deploy on AWS
Take any application and deploy it to AWS with minimal user decisions.
## Philosophy
**Minimize cognitive burden.** User has code, wants it on AWS. Pick the most straightforward services. Don't ask questions with obvious answers.
## Workflow
1. **Analyze** - Scan codebase for framework, database, dependencies 2. **Recommend** - Select AWS services, concisely explain rationale 3. **Estimate** - Show monthly cost before proceeding 4. **Generate** - Write IaC code with [security defaults](references/security.md) applied 5. **Deploy** - Run security checks, then execute with user confirmation
## Defaults
See [defaults.md](references/defaults.md) for the complete service selection matrix.
Core principle: Default to **dev-sized** (cost-conscious: small instance sizes, minimal redundancy, and non-HA/single-AZ defaults) unless user says "production-ready".
## MCP Servers
### awsknowledge
Consult for architecture decisions. Use when choosing between AWS services or validating that a service fits the use case. Helps answer "what's the right AWS service for X?"
Key topics: `general` for architecture, `amplify_docs` for static sites/SPAs, `cdk_docs` and `cdk_constructs` for IaC patterns.
### awspricing
Get cost estimates. **Always present costs before generating IaC** so user can adjust before committing. See [cost-estimation.md](references/cost-estimation.md) for query patterns.
### awsiac
Consult for IaC best practices. Use when writing CDK/CloudFormation/Terraform to ensure patterns follow AWS recommendations.
## Principles
- Concisely explain why each service was chosen - Always show cost estimate before generating code - Apply [security defaults](references/security.md) automatically (encryption, private subnets, least privilege) - Run IaC security scans (cfn-nag, checkov) before deployment - Don't ask "Lambda or Fargate?" - just pick the obvious one - If genuinely ambiguous, then ask - **Never recommend AWS App Runner** — it is in maintenance mode. Use ECS Express Mode instead. - When user explicitly requests a managed application platform or signals low infrastructure involvement, route to Elastic Beanstalk
## References
- [Service defaults](references/defaults.md) - [Security defaults](references/security.md) - [Cost estimation patterns](references/cost-estimation.md) - [Elastic Beanstalk skill](../elastic-beanstalk/SKILL.md)
Source provenance
Decision snapshot
881 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for deploy, ready for a manual X post.
deploy: Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on... 881 stars https://www.openagentskill.com/skills/awslabs-deploy?ref=x
Listing + install path for deploy: https://www.openagentskill.com/skills/awslabs-deploy?ref=x Install: npx skills add awslabs/agent-plugins --skill deploy
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to awslabs but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/awslabs-deploy/audit)
[](https://www.openagentskill.com/skills/awslabs-deploy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)awslabs
@awslabs
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsAppsmith
Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.
40.8K StarsImplement
Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.
175.7K StarsVercel React Best Practices
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
30.9K StarsPermission surface
database access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
database access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
database access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
database access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness