CI CD
EliasOulkadi/shokunin
Design CI/CD pipelines for GitHub Actions, GitLab CI, and CircleCI with matrix builds, test sharding, caching, Docker layer caching, OIDC auth, deployment strategies (rolling, blue-green, canary)…
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.
Install AWS Deployment
$ npx skills add aws/agent-toolkit-for-aws --skill aws-deployment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aws/agent-toolkit-for-aws aws-deployment --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/agent-toolkit-for-aws.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/core-skills/aws-deployment .claude/skills/aws-deployment && 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 "aws-deployment" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deployment into .claude/skills/aws-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-deployment", 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/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deploymentType 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/agent-toolkit-for-aws --skill aws-deployment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aws/agent-toolkit-for-aws aws-deployment --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/core-skills/aws-deployment .agents/skills/aws-deployment && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aws-deployment" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deployment into .agents/skills/aws-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-deployment", 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/agent-toolkit-for-aws --skill aws-deployment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aws/agent-toolkit-for-aws aws-deployment --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/core-skills/aws-deployment .cursor/skills/aws-deployment && 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 "aws-deployment" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deployment into .cursor/skills/aws-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-deployment", 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/agent-toolkit-for-aws.git --path skills/core-skills/aws-deployment--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/agent-toolkit-for-aws --skill aws-deployment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aws/agent-toolkit-for-aws aws-deployment --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/core-skills/aws-deployment .gemini/skills/aws-deployment && 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 "aws-deployment" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deployment into .gemini/skills/aws-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-deployment", 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/agent-toolkit-for-aws aws-deploymentInstalls 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/agent-toolkit-for-aws --skill aws-deployment -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/core-skills/aws-deployment .github/skills/aws-deployment && 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 "aws-deployment" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deployment into .github/skills/aws-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-deployment", 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/agent-toolkit-for-aws --skill aws-deployment -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/agent-toolkit-for-aws aws-deployment --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/core-skills/aws-deployment .opencode/skills/aws-deployment && 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 "aws-deployment" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/skills/core-skills/aws-deployment into .opencode/skills/aws-deployment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-deployment", 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
aws-deployment- GitHub stars
- 2.8k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 650 words
- Files
- 7 (incl. references)
- Skills in repo
- 138
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.
- Tasks that involve Deployment
- SKILL.md covers Critical Warnings, How These Services Compose, Quick Navigation and Common Workflows, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve CI/CD
What it does
AWS Deployment is an agent skill from aws/agent-toolkit-for-aws, published by the product's own GitHub organization. Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers, variables, execution modes, cross-account), buildspec.yml (caching, VPC, Docker), CodeDeploy strategies (blue/green, canary, linear), CodeArtifact (private package registries, auth tokens, cross-account), and source connections (GitHub, GitLab, Bitbucket). Applies when CodePipeline, CodeBuild, CodeDeploy, CodeConnections, CodeArtifact, buildspec.yml, appspec.yml, or CI/CD…
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/codeartifact.md`, `references/codebuild.md` and `references/codeconnections.md`).
It sits in DevOps & Cloud, covering Deployment and CI/CD. It works with Amazon Web Services, GitLab, Bitbucket and GitHub. The repository describes itself as: Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Deployment
- Tasks that involve CI/CD
Example prompts
- “Use the aws-deployment skill to configure CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact”
- “/aws-deployment”
Requirements
- Docker
What it can do on your machine
Read from SKILL.md and the folder at commit bd49cc8. 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.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
AWS Deployment loads about 1.8k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 198 tokens; SKILL.md has 650 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 aws/agent-toolkit-for-aws at commit bd49cc8, republished under its Apache-2.0 licence (© aws). 650 words, ~1,785 tokens.
Download SKILL.mdSave it as
.claude/skills/aws-deployment/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- aws-deployment
- description
- Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers, variables, execution modes, cross-account), buildspec.yml (caching, VPC, Docker), CodeDeploy strategies (blue/green, canary, linear), CodeArtifact (private package registries, auth tokens, cross-account), and source connections (GitHub, GitLab, Bitbucket). Applies when CodePipeline, CodeBuild, CodeDeploy, CodeConnections, CodeArtifact, buildspec.yml, appspec.yml, or CI/CD pipeline orchestration is referenced. Does NOT cover: ECS Fargate services or task definitions (use aws-containers), CDK Pipelines or cdk deploy (use aws-cdk), sam deploy (use aws-serverless), Amplify deployments (use aws-amplify), or GitHub Actions/GitLab CI.
- metadata.version
- 1
AWS Deploy (CI/CD)
Works best with the AWS MCP server for running CLI commands and validating configurations directly. All guidance also works with standard AWS CLI.
Critical Warnings
CodeConnections PENDING trap: Connections created via CLI/CloudFormation remain PENDING indefinitely — MUST complete OAuth in the AWS Console. No API-only path exists.
Cross-account triple requirement: Cross-account deploys need ALL THREE: (1) KMS key policy granting target account (use key ID, not alias), (2) S3 bucket policy for target account, (3) cross-account IAM role with trust policy. Missing any one = cryptic Access Denied.
CodeDeploy ApplicationStop uses PREVIOUS revision: Broken stop scripts in a prior deployment block ALL future deploys. Make stop scripts idempotent (exit 0 if service absent). Unblock with --ignore-application-stop-failures.
CodeBuild VPC without NAT: Builds in VPC subnets without NAT gateway hang at DOWNLOAD_SOURCE silently. Private subnets MUST have NAT gateway or VPC endpoints.
CodeConnections IAM: Use codeconnections: prefix for API calls and IAM policy Actions. Resource ARNs must match exactly — new resources use codeconnections prefix, existing resources may use codestar-connections prefix. Specify both in Resource if you have mixed-age resources.
UseConnection is over-permissive: codeconnections:UseConnection grants access to ALL repositories the connection can reach. MUST specify condition keys (codeconnections:FullRepositoryId, codeconnections:ProviderAction, codeconnections:BranchName) to limit CodeBuild to only the required repository.
How These Services Compose
CodeConnections → CodeBuild → CodeDeploy, orchestrated by CodePipeline.
| Layer | Service | Role |
|---|---|---|
| Source | CodeConnections | Authenticates to GitHub/GitLab/Bitbucket, delivers code |
| Packages | CodeArtifact | Private package registry, dependency caching from public registries |
| Build/Test | CodeBuild | Compiles, tests, packages artifacts |
| Deploy | CodeDeploy | Deploys to EC2/ECS/Lambda with traffic shifting strategies |
| Orchestrator | CodePipeline | Chains stages, manages transitions, approval gates |
Default: V2 pipeline type with QUEUED execution mode. Use PARALLEL only when executions are fully independent.
Quick Navigation
| You want to... | Go to |
|---|---|
| Create a pipeline (V2, triggers, variables, modes) | codepipeline.md |
| Connect GitHub/GitLab/Bitbucket source | codeconnections.md |
| Write buildspec.yml / configure builds | codebuild.md |
| Set up private package registry for builds | codeartifact.md |
| Configure deployment strategy (blue/green, canary) | codedeploy.md |
| Cross-account or cross-region deployment | codepipeline.md |
| Fix failing pipeline, build, or deployment | troubleshooting.md |
Common Workflows
| Task | Action | Reference |
|---|---|---|
| Pipeline from GitHub to ECS | Create connection → CodeBuild Docker stage → CodeDeploy ECS blue/green | codepipeline, codedeploy |
| Pipeline stuck at source | Check connection status; if PENDING, complete OAuth in AWS Console | troubleshooting |
| Build timing out | Check VPC/NAT, increase timeoutInMinutes, verify Docker privileged mode | codebuild |
| Deploy to another account | Configure KMS + S3 bucket policy + cross-account role, add RoleArn to action | codepipeline |
| Roll back failed deployment | Auto-rollback on alarm/failure; manual: stop-deployment --auto-rollback-enabled | codedeploy |
| Lambda canary deployment | CodeBuild packages → CodeDeploy Lambda with canary traffic shifting | codedeploy |
Show full SKILL.md (239 more words)Show less
Troubleshooting
| Error/Symptom | Cause | Fix |
|---|---|---|
YAML_FILE_ERROR in CodeBuild | Missing or malformed runtime-versions in buildspec (recommended for standard images) | Add runtime-versions block in install phase |
file already exists on CodeDeploy | Redeployment without overwrite config | Set file_exists_behavior: OVERWRITE |
| Pipeline trigger not firing | File path filter checks only first 100 files in diff | Reduce path filter scope or merge smaller |
| PARALLEL mode wrong revision | Race between event and source action | Use QUEUED mode for sequential consistency |
Docker: Cannot connect to daemon | Missing privileged mode | Set privilegedMode: true AND start dockerd in buildspec |
CODEBUILD_CLONE_REF permission error | CodeBuild role missing UseConnection | Add codeconnections:UseConnection to CodeBuild service role |
| Deployment never completes | MinimumHealthyHosts too high for instance count | Ensure healthy threshold < total instances |
| ECS deployment stuck | Health check failing on new task set | Verify target group health check path/port |
Security
- MUST store secrets in Secrets Manager or Parameter Store; reference via CodeBuild
type: SECRETS_MANAGER— MUST NOT embed in buildspec as PLAINTEXT - MUST use customer-managed KMS keys for cross-account artifact encryption (default encryption does not support cross-account)
- SHOULD scope CodeBuild/CodeDeploy service roles to specific resource ARNs; MUST NOT use
*fors3:GetObjectorkms:Decrypt - MUST use CodeConnections (not personal access tokens) for source connections; OAuth tokens cannot be rotated automatically
- See CodePipeline security best practices for comprehensive guidance
Not Covered
| Topic | Use instead |
|---|---|
CDK Pipelines (aws-cdk-lib/pipelines) | aws-cdk |
sam deploy / SAM CLI | aws-serverless |
| ECS service deployment config (circuit breaker, rolling params) | aws-containers |
| GitHub Actions / GitLab CI | Third-party tools, not covered |
© aws, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files (references) in skills/core-skills/aws-deployment of aws/agent-toolkit-for-aws.
- SKILL.md
- references/codeartifact.md
- references/codebuild.md
- references/codeconnections.md
- references/codedeploy.md
- references/codepipeline.md
- references/troubleshooting.md
Open the folder on GitHubat commit bd49cc8
Compare with similar skills
AWS Deployment 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 |
|---|---|---|---|---|---|---|
| AWS Deployment this skillaws/agent-toolkit-for-aws | 2.8k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| CI CDEliasOulkadi/shokunin | 114 | — | ~3.4k | Automated safety check: Notes | MIT | |
| Tsh Implementing CI CDTheSoftwareHouse/copilot-collections | 284 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 259 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence | |
| Megalinter Checknvuillam/npm-groovy-lint | 248 | 1 repos | ~3.9k | Automated safety check: Notes | MIT | |
| Migrate To TeamcityJetBrains/teamcity-cli | 125 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about AWS Deployment
What does AWS Deployment do?
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. AWS Deployment is an agent skill from aws/agent-toolkit-for-aws, published by the product's own GitHub organization. Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.
When should I use AWS Deployment?
AWS Deployment fits situations like: tasks that involve Deployment; tasks that involve CI/CD.
How do I install AWS Deployment in Claude Code?
Run `npx skills add aws/agent-toolkit-for-aws --skill aws-deployment -a claude-code`. Or copy the skill folder (skills/core-skills/aws-deployment in aws/agent-toolkit-for-aws) into .claude/skills/aws-deployment in your project. Claude Code loads it when a task matches its description.
How do I install AWS Deployment in Codex?
Run `npx skills add aws/agent-toolkit-for-aws --skill aws-deployment -a codex`. Or copy the skill folder (skills/core-skills/aws-deployment in aws/agent-toolkit-for-aws) into .agents/skills/aws-deployment in your project. Codex loads it when a task matches its description.
Can I use AWS Deployment 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 aws/agent-toolkit-for-aws --skill aws-deployment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aws-deployment, .gemini/skills/aws-deployment, .github/skills/aws-deployment and .opencode/skills/aws-deployment in your project.
What does AWS Deployment need to run?
SKILL.md names no scripts, command-line tools or credentials: AWS Deployment is instructions for the agent only. Our summary lists: Docker.
Does AWS Deployment access the network?
SKILL.md names 1 domain. As links in the text: docs.aws.amazon.com. This is read from the text; nothing was executed.
Is AWS Deployment 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 AWS Deployment use?
AWS Deployment is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does AWS Deployment use?
About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 13k tokens, read only when the agent opens those files.
What are the alternatives to AWS Deployment?
Skills that share tags, products or a category with AWS Deployment: CI CD (EliasOulkadi/shokunin, 114 stars), Tsh Implementing CI CD (TheSoftwareHouse/copilot-collections, 284 stars), Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 259 stars) and Megalinter Check (nvuillam/npm-groovy-lint, 248 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AWS Deployment?
aws (a GitHub organization, an official publisher) maintains it in aws/agent-toolkit-for-aws, which has 2,816 GitHub stars. The repository holds 138 skills in this directory. The repository was last updated on October 7, 2026.
Source: aws/agent-toolkit-for-aws on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.