Agent skill

Memstack Deployment CI CD Pipeline

by cwinvestments in cwinvestments/memstack

A skill your agent uses when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up…

ProprietaryAuto-check: notesDevOps & Cloud

Install Memstack Deployment CI CD Pipeline

skills CLI
$ npx skills add cwinvestments/memstack --skill memstack-deployment-ci-cd-pipeline -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install cwinvestments/memstack memstack-deployment-ci-cd-pipeline --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/cwinvestments/memstack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/deployment/ci-cd-pipeline .claude/skills/memstack-deployment-ci-cd-pipeline && rm -rf skills-src

Use ~/.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/

Facts

Skill name
memstack-deployment-ci-cd-pipeline
GitHub stars
423
Token cost
~3.9k tokens
SKILL.md length
676 words
Files
1
Skills in repo
87
Repo updated
First seen
Licence
Proprietary

At a glance

A skill your agent uses when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up…

  • Works in 9 steps: Gather Inputs → Detect Project & Recommend Platform → Design Pipeline Stages → …
  • The user says CI/CD
  • SKILL.md covers Activation, Protocol, Inputs and Outputs, plus 1 more section
  • Calls railway, git and kubectl; needs API_KEY and GITHUB_TOKEN

What it does

Memstack Deployment CI CD Pipeline is an agent skill from cwinvestments/memstack. Use this skill when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up automated build, test, and deployment pipelines. Do NOT use for one-time manual deployments.

Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud, covering CI/CD and Deployment. It works with GitHub Actions, Netlify, Docker and Vercel. The repository describes itself as: Structured skill framework for Claude Code. 130 skills, persistent memory, TokenStack compression, localhost dashboard with 3-agent runner, real-time streaming, MCP tools.

When your agent uses it

  • The user says CI/CD
  • Continuous integration
  • Continuous deployment
  • Automate deploys

Example prompts

  • “GitHub Actions”
  • “pipeline”
  • “continuous integration”
  • “/memstack-deployment-ci-cd-pipeline”

Requirements

  • Python 3
  • Node.js
  • Docker
  • A credential in API_KEY
  • A credential in GITHUB_TOKEN

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Gather Inputs
  2. Detect Project & Recommend Platform
  3. Design Pipeline Stages
  4. Branch Strategy
  5. Environment Variable Management
  6. Generate Pipeline Config
  7. Deployment Rollback Strategy
  8. Notifications
  9. Output

What it can do on your machine

Read from SKILL.md and the folder at commit 00370ce. 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

    Shell commands in SKILL.md call:

    • railway
    • git
    • kubectl

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git and kubectl, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • API_KEY
    • GITHUB_TOKEN
    • RAILWAY_TOKEN
    • SSH_PRIVATE_KEY
    • POSTGRES_PASSWORD

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Memstack Deployment CI CD Pipeline loads about 3.9k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 676 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
When it runs · the whole SKILL.md, loaded when a task matches
~3.9k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:122
    LOCAL (.env.local, never committed):

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

Its licence (Proprietary) doesn't allow us to republish the file, so here is its outline and opening line. It has 676 words (~3,943 tokens).

“Detect project type and generate a complete CI/CD pipeline with lint, test, build, deploy stages, rollback strategy, and environment management.”

— opening of SKILL.md by cwinvestments, Proprietary
name
memstack-deployment-ci-cd-pipeline
version
1.0.0
license
Proprietary, MemStack™ Pro by CW Affiliate Investments LLC. See LICENSE.txt

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/deployment/ci-cd-pipeline of cwinvestments/memstack.

Open the folder on GitHubat commit 00370ce

Compare with similar skills

Memstack Deployment CI CD Pipeline 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.

Memstack Deployment CI CD Pipeline compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Memstack Deployment CI CD Pipeline this skillcwinvestments/memstack423—~3.9kAutomated safety check: NotesProprietary
Deploy Setupgarrytan/gstack136k—~11kAutomated safety check: NotesMIT
CI/CD Pipeline Principlesirahardianto/awesome-agv156—~2.7kAutomated safety check: NotesMIT
Setup Deployno-session/pstack136—~5.5kAutomated safety check: NotesMIT
Deployment Automationaiskillstore/marketplace4331 repos~3kAutomated safety check: NotesNone
Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit2606 repos~1.1kAutomated safety check: NotesCustom licence

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Categories

Questions about Memstack Deployment CI CD Pipeline

What does Memstack Deployment CI CD Pipeline do?

A skill your agent uses when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up…. Memstack Deployment CI CD Pipeline is an agent skill from cwinvestments/memstack. Use this skill when the user says 'CI/CD', 'GitHub Actions', 'pipeline', 'continuous integration', 'continuous deployment', 'ci-cd-pipeline', 'automate deploys', or needs to set up automated build, test, and deployment pipelines.

When should I use Memstack Deployment CI CD Pipeline?

Memstack Deployment CI CD Pipeline fits situations like: the user says CI/CD; continuous integration; continuous deployment; automate deploys.

How do I install Memstack Deployment CI CD Pipeline in Claude Code?

Run `npx skills add cwinvestments/memstack --skill memstack-deployment-ci-cd-pipeline -a claude-code`. Or copy the skill folder (skills/deployment/ci-cd-pipeline in cwinvestments/memstack) into .claude/skills/memstack-deployment-ci-cd-pipeline in your project. Claude Code loads it when a task matches its description.

How do I install Memstack Deployment CI CD Pipeline in Codex?

Run `npx skills add cwinvestments/memstack --skill memstack-deployment-ci-cd-pipeline -a codex`. Or copy the skill folder (skills/deployment/ci-cd-pipeline in cwinvestments/memstack) into .agents/skills/memstack-deployment-ci-cd-pipeline in your project. Codex loads it when a task matches its description.

Can I use Memstack Deployment CI CD Pipeline 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 cwinvestments/memstack --skill memstack-deployment-ci-cd-pipeline -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memstack-deployment-ci-cd-pipeline, .gemini/skills/memstack-deployment-ci-cd-pipeline, .github/skills/memstack-deployment-ci-cd-pipeline and .opencode/skills/memstack-deployment-ci-cd-pipeline in your project.

What does Memstack Deployment CI CD Pipeline need to run?

Going by SKILL.md and its folder, Memstack Deployment CI CD Pipeline needs the command-line tools its instructions call (railway, git and kubectl) and credentials named API_KEY, GITHUB_TOKEN, RAILWAY_TOKEN and SSH_PRIVATE_KEY. Our summary lists: Python 3; Node.js; Docker; A credential in API_KEY; A credential in GITHUB_TOKEN.

Does Memstack Deployment CI CD Pipeline access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Memstack Deployment CI CD Pipeline safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Memstack Deployment CI CD Pipeline use?

Memstack Deployment CI CD Pipeline carries a proprietary licence (declared in SKILL.md). It is published on GitHub, but it is not open source: read the licence file before using or sharing it.

How many tokens does Memstack Deployment CI CD Pipeline use?

About 3.9k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Memstack Deployment CI CD Pipeline?

Skills that share tags, products or a category with Memstack Deployment CI CD Pipeline: Deploy Setup (garrytan/gstack, 136k stars), CI/CD Pipeline Principles (irahardianto/awesome-agv, 156 stars), Setup Deploy (no-session/pstack, 136 stars) and Deployment Automation (aiskillstore/marketplace, 433 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memstack Deployment CI CD Pipeline?

cwinvestments (a GitHub user) maintains it in cwinvestments/memstack, which has 423 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on September 26, 2026.

Source: cwinvestments/memstack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.