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Agent skill

Memstack Automation Content Pipeline

by cwinvestments in cwinvestments/memstack

A skill your agent uses when the user says 'content pipeline', 'content automation', 'auto-publish', 'repurpose content', 'multi-platform publishing', or needs end-to-end content workflow from…

ProprietaryAuto-check passedWriting & Content

Install Memstack Automation Content Pipeline

skills CLI
$ npx skills add cwinvestments/memstack --skill memstack-automation-content-pipeline -a claude-code

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

GitHub CLI
$ gh skill install cwinvestments/memstack memstack-automation-content-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/automation/content-pipeline .claude/skills/memstack-automation-content-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-automation-content-pipeline
GitHub stars
423
Token cost
~2.5k tokens
SKILL.md length
722 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 'content pipeline', 'content automation', 'auto-publish', 'repurpose content', 'multi-platform publishing', or needs end-to-end content workflow from…

  • Works in 7 steps: Gather Pipeline Requirements → Design Pipeline Stages → Content Repurposing Matrix → …
  • The user says content pipeline
  • SKILL.md covers Activation, Context Guard, Common Mistakes and Protocol, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Memstack Automation Content Pipeline is an agent skill from cwinvestments/memstack. Use this skill when the user says 'content pipeline', 'content automation', 'auto-publish', 'repurpose content', 'multi-platform publishing', or needs end-to-end content workflow from ideation through cross-platform formatting and publishing. Do NOT use for single social media posts or individual blog posts.

Its SKILL.md is about 2.5k 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 Writing & Content, covering Content repurposing, Social media posts and Blog and article writing. 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 content pipeline
  • Content automation
  • Repurpose content
  • Multi-platform publishing

Example prompts

  • “content pipeline”
  • “content automation”
  • “auto-publish”
  • “/memstack-automation-content-pipeline”

Requirements

  • Node.js

Workflow steps

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

  1. Gather Pipeline Requirements
  2. Design Pipeline Stages
  3. Content Repurposing Matrix
  4. Image Optimization Pipeline
  5. Scheduling Strategy
  6. CMS Integration Patterns
  7. Monitoring & Optimization

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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown, typescript and bash).

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

  • Network

    No URLs in SKILL.md.

    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

Memstack Automation Content Pipeline loads about 2.5k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 722 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k

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

Its licence (Proprietary) doesn't allow us to republish the file, so here is its outline and opening line. It has 722 words (~2,506 tokens).

“Automates end-to-end content workflows from ideation through draft, review, approval, cross-platform formatting, scheduling, and publishing with CMS integration and image optimization.”

— opening of SKILL.md by cwinvestments, Proprietary
name
memstack-automation-content-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/automation/content-pipeline of cwinvestments/memstack.

Open the folder on GitHubat commit 00370ce

Compare with similar skills

Memstack Automation Content 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 Automation Content Pipeline compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Memstack Automation Content Pipeline this skillcwinvestments/memstack423—~2.5kAutomated safety check: PassProprietary
Content Repurposeririnabuht12-oss/marketing-skills4.1k—~2kAutomated safety check: PassNone
Social Media Managementmanojbajaj95/claude-gtm-plugin1051 repos~3.9kAutomated safety check: PassMIT
Li RepurposeJakeschincariol/linkedin-agent-skill1.7k—~680Automated safety check: PassMIT
Content Repurposerguia-matthieu/clawfu-skills150—~1.4kAutomated safety check: PassMIT
RepurposeBlotato-Inc/blotato-skills183—~1.7kAutomated safety check: PassNone

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Categories

Questions about Memstack Automation Content Pipeline

What does Memstack Automation Content Pipeline do?

A skill your agent uses when the user says 'content pipeline', 'content automation', 'auto-publish', 'repurpose content', 'multi-platform publishing', or needs end-to-end content workflow from…. Memstack Automation Content Pipeline is an agent skill from cwinvestments/memstack. Use this skill when the user says 'content pipeline', 'content automation', 'auto-publish', 'repurpose content', 'multi-platform publishing', or needs end-to-end content workflow from ideation through cross-platform formatting and publishing.

When should I use Memstack Automation Content Pipeline?

Memstack Automation Content Pipeline fits situations like: the user says content pipeline; content automation; repurpose content; multi-platform publishing.

How do I install Memstack Automation Content Pipeline in Claude Code?

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

How do I install Memstack Automation Content Pipeline in Codex?

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

Can I use Memstack Automation Content 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-automation-content-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-automation-content-pipeline, .gemini/skills/memstack-automation-content-pipeline, .github/skills/memstack-automation-content-pipeline and .opencode/skills/memstack-automation-content-pipeline in your project.

What does Memstack Automation Content Pipeline need to run?

SKILL.md names no scripts, command-line tools or credentials: Memstack Automation Content Pipeline is instructions for the agent only. Our summary lists: Node.js.

Does Memstack Automation Content Pipeline access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Memstack Automation Content Pipeline 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 Memstack Automation Content Pipeline use?

Memstack Automation Content 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 Automation Content Pipeline use?

About 2.5k tokens (SKILL.md is roughly 10k 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 Automation Content Pipeline?

Skills that share tags, products or a category with Memstack Automation Content Pipeline: Content Repurposer (irinabuht12-oss/marketing-skills, 4.1k stars), Social Media Management (manojbajaj95/claude-gtm-plugin, 105 stars), Li Repurpose (Jakeschincariol/linkedin-agent-skill, 1.7k stars) and Content Repurposer (guia-matthieu/clawfu-skills, 150 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memstack Automation Content 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.