Senior DevOps Toolkit
maslennikov-ig/claude-code-orchestrator-kit
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup…
Agent skill
Orchestrating Deployment Pipelines
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Deploy use when you need to work with deployment and CI/CD. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Install Orchestrating Deployment Pipelines
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace orchestrating-deployment-pipelines --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/orchestrating-deployment-pipelines .claude/skills/orchestrating-deployment-pipelines && 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 "orchestrating-deployment-pipelines" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelines into .claude/skills/orchestrating-deployment-pipelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrating-deployment-pipelines", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelinesType 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 jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace orchestrating-deployment-pipelines --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/orchestrating-deployment-pipelines .agents/skills/orchestrating-deployment-pipelines && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "orchestrating-deployment-pipelines" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelines into .agents/skills/orchestrating-deployment-pipelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrating-deployment-pipelines", 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 jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace orchestrating-deployment-pipelines --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/orchestrating-deployment-pipelines .cursor/skills/orchestrating-deployment-pipelines && 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 "orchestrating-deployment-pipelines" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelines into .cursor/skills/orchestrating-deployment-pipelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrating-deployment-pipelines", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/orchestrating-deployment-pipelines--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 jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace orchestrating-deployment-pipelines --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/orchestrating-deployment-pipelines .gemini/skills/orchestrating-deployment-pipelines && 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 "orchestrating-deployment-pipelines" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelines into .gemini/skills/orchestrating-deployment-pipelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrating-deployment-pipelines", 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 jeremylongshore/tons-of-skills-marketplace orchestrating-deployment-pipelinesInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/orchestrating-deployment-pipelines .github/skills/orchestrating-deployment-pipelines && 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 "orchestrating-deployment-pipelines" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelines into .github/skills/orchestrating-deployment-pipelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrating-deployment-pipelines", 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 jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace orchestrating-deployment-pipelines --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/orchestrating-deployment-pipelines .opencode/skills/orchestrating-deployment-pipelines && 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 "orchestrating-deployment-pipelines" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/orchestrating-deployment-pipelines into .opencode/skills/orchestrating-deployment-pipelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrating-deployment-pipelines", 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
orchestrating-deployment-pipelines- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 437 words
- Files
- 7 (incl. scripts, references, assets)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Deploy use when you need to work with deployment and CI/CD. An agent skill from jeremylongshore/tons-of-skills-marketplace.
- Works in 9 steps: Define the deployment topology: target… → Select deployment strategy per… → Generate deployment manifests… → …
- You need to work with deployment and CI/CD
- SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 3 more sections
- Runs Python scripts from its folder; calls kubectl and docker
What it does
Orchestrating Deployment Pipelines is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy use when you need to work with deployment and CI/CD. This skill provides deployment automation and orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "create pipeline", or "automate deployment".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts, reference files and assets (for example `assets/README.md`, `assets/example_config.yaml` and `assets/pipeline_template.yaml`). Compatibility notes: Designed for Claude Code
It sits in DevOps & Cloud, covering CI/CD and Deployment. It works with Kubernetes. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- You need to work with deployment and CI/CD
- With phrases like deploy application
- Create pipeline
- Automate deployment
Example prompts
- “deploy application”
- “create pipeline”
- “automate deployment”
- “/orchestrating-deployment-pipelines”
Requirements
- Python 3
- Docker
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Glob, Bash(git:*), Bash(docker:*), Bash(kubectl:*)
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Define the deployment topology: target environments, promotion flow (dev -> staging -> production), and approval gates
- Select deployment strategy per environment: rolling update for staging, canary or blue-green for production
- Generate deployment manifests (Kubernetes Deployments, Services, Ingress) or cloud service configurations
- Implement pre-deployment checks: database migration status, dependency health, configuration validation
- Configure canary analysis: route 5-10% of traffic to new version, monitor error rate and latency for 15 minutes before full rollout
- Add post-deployment verification: smoke tests, health check endpoints, synthetic monitoring
- Implement automated rollback triggers: revert if error rate exceeds 1% or P99 latency doubles during canary phase
- Set up deployment notifications: Slack messages with deployment status, version, environment, and commit link
- Document the deployment runbook with manual intervention procedures for edge cases
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGrepGlobBash(git:*)Bash(docker:*)Bash(kubectl:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
kubectldocker
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):
kubernetes.ioargoproj.github.ioflagger.appdocs.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.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
Orchestrating Deployment Pipelines loads about 1.1k tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 437 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); the scripts in this folder are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 437 words, ~1,096 tokens.
Download SKILL.mdSave it as
.claude/skills/orchestrating-deployment-pipelines/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- orchestrating-deployment-pipelines
- description
- Deploy use when you need to work with deployment and CI/CD. This skill provides deployment automation and orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "create pipeline", or "automate deployment".
- allowed-tools
- Read, Write, Edit, Grep, Glob, Bash(git:*), Bash(docker:*), Bash(kubectl:*)
- compatibility
- Designed for Claude Code
- version
- 1.28.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- devops, deployment, ci-cd
Orchestrating Deployment Pipelines
Overview
Orchestrate multi-stage deployment pipelines that coordinate builds, tests, approvals, and releases across environments (dev, staging, production). Implement deployment strategies including blue-green, canary, rolling updates, and feature flags using Kubernetes, cloud-native services, and CI/CD platforms.
Prerequisites
- CI/CD platform configured (GitHub Actions, GitLab CI, Jenkins, ArgoCD)
- Kubernetes cluster with
kubectlaccess or cloud deployment target (ECS, Cloud Run, App Engine) - Container registry with built and tagged images ready for deployment
- Environment-specific configuration (secrets, environment variables) stored securely
- Monitoring and alerting configured to detect deployment failures
Instructions
- Define the deployment topology: target environments, promotion flow (dev -> staging -> production), and approval gates
- Select deployment strategy per environment: rolling update for staging, canary or blue-green for production
- Generate deployment manifests (Kubernetes Deployments, Services, Ingress) or cloud service configurations
- Implement pre-deployment checks: database migration status, dependency health, configuration validation
- Configure canary analysis: route 5-10% of traffic to new version, monitor error rate and latency for 15 minutes before full rollout
- Add post-deployment verification: smoke tests, health check endpoints, synthetic monitoring
- Implement automated rollback triggers: revert if error rate exceeds 1% or P99 latency doubles during canary phase
- Set up deployment notifications: Slack messages with deployment status, version, environment, and commit link
- Document the deployment runbook with manual intervention procedures for edge cases
Output
- Deployment pipeline configurations (GitHub Actions workflows, ArgoCD Applications)
- Kubernetes manifests with deployment strategy annotations
- Canary analysis configuration (Flagger, Argo Rollouts)
- Pre/post-deployment hook scripts
- Deployment runbook with rollback procedures
Show full SKILL.md (189 more words)Show less
Error Handling
| Error | Cause | Solution |
|---|---|---|
ImagePullBackOff | Image tag not found in registry or auth failure | Verify image exists with docker manifest inspect; check imagePullSecrets |
CrashLoopBackOff | Application failing to start in new version | Check pod logs with kubectl logs; verify environment variables and config maps |
Canary analysis failed | Error rate or latency exceeded threshold during canary | Automatic rollback triggered; investigate logs from canary pods before retrying |
Deployment stuck in Progressing | Insufficient resources or pod scheduling failure | Check kubectl describe deployment for events; verify resource requests and node capacity |
Database migration failed | Schema conflict or lock timeout | Run migrations independently before deployment; add retry logic and connection timeout |
Examples
- "Create a deployment pipeline that builds on PR merge, deploys to staging automatically, runs integration tests, then requires manual approval for production with canary rollout."
- "Set up Argo Rollouts for a Kubernetes deployment with 10% canary traffic, Prometheus-based analysis, and automatic rollback on error rate > 0.5%."
- "Generate a blue-green deployment for an ECS service with ALB target group switching and automatic rollback on health check failure."
Resources
- Kubernetes deployment strategies: https://kubernetes.io/docs/concepts/workloads/controllers/deployment/
- Argo Rollouts: https://argoproj.github.io/argo-rollouts/
- Flagger (progressive delivery): https://flagger.app/
- AWS ECS blue-green: https://docs.aws.amazon.com/AmazonECS/latest/developerguide/deployment-type-bluegreen.html
© jeremylongshore, MIT. 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 (scripts, references, assets) in skills/.curated/orchestrating-deployment-pipelines of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- assets/README.md
- assets/example_config.yaml
- assets/pipeline_template.yaml
- references/README.md
- scripts/README.md
- scripts/init_pipeline.py
Open the folder on GitHubat commit cfae287
Compare with similar skills
Orchestrating Deployment Pipelines 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 |
|---|---|---|---|---|---|---|
| Orchestrating Deployment Pipelines this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 260 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence | |
| CI CDEliasOulkadi/shokunin | 114 | — | ~3.4k | Automated safety check: Notes | MIT | |
| NGINX Ingress CI Pipelinesnginx/kubernetes-ingress | 5.1k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Devops EngineerYikai-Liao/symusic | 189 | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Google Agents CLI Deploypifferologo/cloud-agents-cli | 129 | 1 repos | ~6k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Orchestrating Deployment Pipelines
What does Orchestrating Deployment Pipelines do?
Deploy use when you need to work with deployment and CI/CD. An agent skill from jeremylongshore/tons-of-skills-marketplace. Orchestrating Deployment Pipelines is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy use when you need to work with deployment and CI/CD.
When should I use Orchestrating Deployment Pipelines?
Orchestrating Deployment Pipelines fits situations like: you need to work with deployment and CI/CD; with phrases like deploy application; create pipeline; automate deployment.
How do I install Orchestrating Deployment Pipelines in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a claude-code`. Or copy the skill folder (skills/.curated/orchestrating-deployment-pipelines in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/orchestrating-deployment-pipelines in your project. Claude Code loads it when a task matches its description.
How do I install Orchestrating Deployment Pipelines in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a codex`. Or copy the skill folder (skills/.curated/orchestrating-deployment-pipelines in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/orchestrating-deployment-pipelines in your project. Codex loads it when a task matches its description.
Can I use Orchestrating Deployment Pipelines 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 jeremylongshore/tons-of-skills-marketplace --skill orchestrating-deployment-pipelines -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/orchestrating-deployment-pipelines, .gemini/skills/orchestrating-deployment-pipelines, .github/skills/orchestrating-deployment-pipelines and .opencode/skills/orchestrating-deployment-pipelines in your project.
What does Orchestrating Deployment Pipelines need to run?
Going by SKILL.md and its folder, Orchestrating Deployment Pipelines needs Python for the scripts in its folder and the command-line tools its instructions call (kubectl and docker). Our summary lists: Python 3; Docker. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Glob, Bash(git:*), Bash(docker:*), Bash(kubectl:*). Compatibility (from SKILL.md): Designed for Claude Code.
Does Orchestrating Deployment Pipelines access the network?
SKILL.md names 4 domains. As links in the text: kubernetes.io, argoproj.github.io, flagger.app and docs.aws.amazon.com. This is read from the text; nothing was executed.
Is Orchestrating Deployment Pipelines 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Orchestrating Deployment Pipelines use?
Orchestrating Deployment Pipelines is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Orchestrating Deployment Pipelines use?
About 1.1k tokens (SKILL.md is roughly 4.4k 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 19 tokens, read only when the agent opens those files.
What are the alternatives to Orchestrating Deployment Pipelines?
Skills that share tags, products or a category with Orchestrating Deployment Pipelines: Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), CI CD (EliasOulkadi/shokunin, 114 stars), NGINX Ingress CI Pipelines (nginx/kubernetes-ingress, 5.1k stars) and Devops Engineer (Yikai-Liao/symusic, 189 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Orchestrating Deployment Pipelines?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.