Deploying Applications
ancoleman/ai-design-components
Deployment patterns from Kubernetes to serverless and edge functions.
Agent skill
Castai Deploy Integration
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion.
Install Castai Deploy Integration
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill castai-deploy-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace castai-deploy-integration --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/castai-deploy-integration .claude/skills/castai-deploy-integration && 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 "castai-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/castai-deploy-integration into .claude/skills/castai-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "castai-deploy-integration", 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/castai-deploy-integrationType 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 castai-deploy-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace castai-deploy-integration --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/castai-deploy-integration .agents/skills/castai-deploy-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "castai-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/castai-deploy-integration into .agents/skills/castai-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "castai-deploy-integration", 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 castai-deploy-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace castai-deploy-integration --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/castai-deploy-integration .cursor/skills/castai-deploy-integration && 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 "castai-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/castai-deploy-integration into .cursor/skills/castai-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "castai-deploy-integration", 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/castai-deploy-integration--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 castai-deploy-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace castai-deploy-integration --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/castai-deploy-integration .gemini/skills/castai-deploy-integration && 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 "castai-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/castai-deploy-integration into .gemini/skills/castai-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "castai-deploy-integration", 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 castai-deploy-integrationInstalls 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 castai-deploy-integration -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/castai-deploy-integration .github/skills/castai-deploy-integration && 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 "castai-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/castai-deploy-integration into .github/skills/castai-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "castai-deploy-integration", 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 castai-deploy-integration -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 castai-deploy-integration --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/castai-deploy-integration .opencode/skills/castai-deploy-integration && 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 "castai-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/castai-deploy-integration into .opencode/skills/castai-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "castai-deploy-integration", 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
castai-deploy-integration- GitHub stars
- 2.8k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 478 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion.
- Works in 6 steps: Inventory existing ownership → Define the repository contract → Render and plan → …
- Standardizing CAST AI across clusters
- SKILL.md covers Overview, Prerequisites, Instructions and Tool Discipline, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Castai Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion. Use when standardizing CAST AI across clusters or moving console-managed configuration into code. Trigger with: "deploy CAST AI with GitOps", "manage CAST AI as code", "roll out CAST AI to multiple clusters".
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Requires an existing infrastructure delivery system and cloud-specific CAST AI permissions reviewed for each target cluster
It sits in DevOps & Cloud, covering GitOps, Infrastructure as code and Deployment. It works with Terraform and Bash. 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
- Standardizing CAST AI across clusters
- Moving console-managed configuration into code
- With: deploy CAST AI with GitOps
- Manage CAST AI as code
Example prompts
- “deploy CAST AI with GitOps”
- “manage CAST AI as code”
- “roll out CAST AI to multiple clusters”
- “/castai-deploy-integration”
Requirements
- Compatibility (from SKILL.md): Requires an existing infrastructure delivery system and cloud-specific CAST AI permissions reviewed for each target cluster
- Pre-approved tools (allowed-tools): Read, Grep, Write, Edit, Bash(helm:*), Bash(terraform:*), Bash(kubectl:*), Bash(castctl:*)
Workflow steps
6 steps, taken from the step headings in SKILL.md.
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:
ReadGrepWriteEditBash(helm:*)Bash(terraform:*)Bash(kubectl:*)Bash(castctl:*)
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.cast.ai
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
Requires an existing infrastructure delivery system and cloud-specific CAST AI permissions reviewed for each target cluster
From compatibility in the SKILL.md frontmatter.
Context cost
Castai Deploy Integration loads about 1.2k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 92 tokens; SKILL.md has 478 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 478 words, ~1,213 tokens.
Download SKILL.mdSave it as
.claude/skills/castai-deploy-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- castai-deploy-integration
- description
- Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion. Use when standardizing CAST AI across clusters or moving console-managed configuration into code. Trigger with: "deploy CAST AI with GitOps", "manage CAST AI as code", "roll out CAST AI to multiple clusters".
- allowed-tools
- Read, Grep, Write, Edit, Bash(helm:*), Bash(terraform:*), Bash(kubectl:*), Bash(castctl:*)
- compatibility
- Requires an existing infrastructure delivery system and cloud-specific CAST AI permissions reviewed for each target cluster
- version
- 2.0.0
- argument-hint
- [infrastructure-root-and-cluster-ring]
- model
- inherit
- effort
- high
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, kubernetes, cast-ai, gitops, deployment
CAST AI Deployment Integration
Overview
Make the repository the declared source of truth for CAST AI installation and policy, then promote one cluster ring at a time. Keep registration, cloud permissions, chart configuration, and automation decisions independently reviewable.
Prerequisites
- Target clusters grouped into canary, staging, and production rings
- A chosen owner: Terraform, GitOps Helm, castctl, or console
- Pinned provider, module, chart, and policy inputs
- Secret delivery that does not commit or render credentials into artifacts
Instructions
Step 1: Inventory existing ownership
Use Read and Grep to find CAST AI resources, individual component charts, the unified castai chart, Terraform state addresses, Flux or Argo CD objects, and console-only settings. Stop if two systems can reconcile the same resource.
Step 2: Define the repository contract
Use Write or Edit to separate cluster registration, cloud IAM, Helm values, scaling policies, node templates, workload annotations, notification settings, and automation toggles. Parameterize organization, region, and cluster identity; never parameterize a secret with a committed literal.
Step 3: Render and plan
Use Bash(helm:) to lint and render the pinned chart. Use Bash(terraform:) to format, validate, and save a plan. Use Bash(kubectl:*) for client-side manifest checks. Review RBAC, webhooks, CRDs, namespace, disruption behavior, deleted resources, and ownership transfers.
Step 4: Handle existing installations
If the cluster uses individual CAST AI Helm releases, evaluate the documented castctl cluster migrate path to the unified umbrella chart. Use Bash(castctl:*) only after recording current releases, values, rollback, and the exact cluster context.
Step 5: Promote by ring
Apply through the declared delivery controller to one canary cluster. Verify agent health, telemetry, policy state, and automation boundaries before staging and production. Require an explicit approval between rings and preserve the reviewed artifact digest.
Show full SKILL.md (197 more words)Show less
Step 6: Prove rollback and drift detection
Document how to revert the Git commit or Terraform change, restore policy assignments, and detect console drift. A rollback must preserve cluster connectivity and workload availability; do not assume uninstalling is harmless.
Tool Discipline
Use Read and Grep for ownership discovery. Use Write and Edit for infrastructure definitions and runbooks. Use Bash(helm:), Bash(terraform:), and Bash(kubectl:) for bounded render, plan, and verification. Use Bash(castctl:) only for documented migration or connection actions inside an approved window.
Output
- Source-of-truth and ownership map
- Pinned rendered and planned artifacts
- Ring promotion and health receipts
- Drift and rollback procedure
Examples
A team migrates legacy per-component releases to the unified chart in one canary cluster, then lets Argo CD own the pinned result. Terraform continues to own cloud IAM but not Helm values.
Error Handling
| Failure | Response |
|---|---|
| Two reconcilers own one object | Stop promotion and choose one authority |
| Plan deletes registration or IAM unexpectedly | Reject the plan and reconcile state |
| Rendered output includes a key | Remove the secret from values and rotate it |
| Canary loses telemetry | Roll back before promoting another cluster |
Resources
© 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 1 other file (references) in skills/.curated/castai-deploy-integration of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Castai Deploy Integration 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 |
|---|---|---|---|---|---|---|
| Castai Deploy Integration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Deploying Applicationsancoleman/ai-design-components | 525 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Devops Excellencemajiayu000/spellbook | 287 | — | ~2.4k | Automated safety check: Notes | MIT | |
| Devops EngineerYikai-Liao/symusic | 189 | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 260 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence | |
| Spa Create Configsplunk/splunk-platform-automator | 138 | — | ~3.5k | Automated safety check: Pass | Proprietary |
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Questions about Castai Deploy Integration
What does Castai Deploy Integration do?
Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion. Castai Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion.
When should I use Castai Deploy Integration?
Castai Deploy Integration fits situations like: standardizing CAST AI across clusters; moving console-managed configuration into code; with: deploy CAST AI with GitOps; manage CAST AI as code.
How do I install Castai Deploy Integration in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill castai-deploy-integration -a claude-code`. Or copy the skill folder (skills/.curated/castai-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/castai-deploy-integration in your project. Claude Code loads it when a task matches its description.
How do I install Castai Deploy Integration in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill castai-deploy-integration -a codex`. Or copy the skill folder (skills/.curated/castai-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/castai-deploy-integration in your project. Codex loads it when a task matches its description.
Can I use Castai Deploy Integration 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 castai-deploy-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/castai-deploy-integration, .gemini/skills/castai-deploy-integration, .github/skills/castai-deploy-integration and .opencode/skills/castai-deploy-integration in your project.
What does Castai Deploy Integration need to run?
SKILL.md names no scripts, command-line tools or credentials: Castai Deploy Integration is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit, Bash(helm:*), Bash(terraform:*), Bash(kubectl:*), Bash(castctl:*). Compatibility (from SKILL.md): Requires an existing infrastructure delivery system and cloud-specific CAST AI permissions reviewed for each target cluster.
Does Castai Deploy Integration access the network?
SKILL.md names 1 domain. As links in the text: docs.cast.ai. This is read from the text; nothing was executed.
Is Castai Deploy Integration 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 Castai Deploy Integration use?
Castai Deploy Integration 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 Castai Deploy Integration use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 209 tokens, read only when the agent opens those files.
What are the alternatives to Castai Deploy Integration?
Skills that share tags, products or a category with Castai Deploy Integration: Deploying Applications (ancoleman/ai-design-components, 525 stars), Devops Excellence (majiayu000/spellbook, 287 stars), Devops Engineer (Yikai-Liao/symusic, 189 stars) and Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Castai Deploy Integration?
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.