Recursive Improvement Loop
dylanfeltus/skills
Improves copy by scoring each draft against explicit criteria, diagnosing weak spots and rewriting until every criterion passes a threshold, for headlines, CTAs and ads.
End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in sequence.
Install Content Pipeline
$ npx skills add thatrebeccarae/claude-marketing --skill content-pipeline -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install thatrebeccarae/claude-marketing content-pipeline --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/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/content-pipeline .claude/skills/content-pipeline && 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 "content-pipeline" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/content-pipeline into .claude/skills/content-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-pipeline", 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/thatrebeccarae/claude-marketing/tree/main/skills/content-pipelineType 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 thatrebeccarae/claude-marketing --skill content-pipeline -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install thatrebeccarae/claude-marketing content-pipeline --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/content-pipeline .agents/skills/content-pipeline && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "content-pipeline" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/content-pipeline into .agents/skills/content-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-pipeline", 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 thatrebeccarae/claude-marketing --skill content-pipeline -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install thatrebeccarae/claude-marketing content-pipeline --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/content-pipeline .cursor/skills/content-pipeline && 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 "content-pipeline" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/content-pipeline into .cursor/skills/content-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-pipeline", 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/thatrebeccarae/claude-marketing.git --path skills/content-pipeline--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 thatrebeccarae/claude-marketing --skill content-pipeline -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install thatrebeccarae/claude-marketing content-pipeline --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/content-pipeline .gemini/skills/content-pipeline && 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 "content-pipeline" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/content-pipeline into .gemini/skills/content-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-pipeline", 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 thatrebeccarae/claude-marketing content-pipelineInstalls 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 thatrebeccarae/claude-marketing --skill content-pipeline -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/content-pipeline .github/skills/content-pipeline && 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 "content-pipeline" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/content-pipeline into .github/skills/content-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-pipeline", 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 thatrebeccarae/claude-marketing --skill content-pipeline -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install thatrebeccarae/claude-marketing content-pipeline --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/content-pipeline .opencode/skills/content-pipeline && 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 "content-pipeline" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/content-pipeline into .opencode/skills/content-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-pipeline", 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
content-pipeline- GitHub stars
- 161
- Token cost
- ~1.1k tokens
- SKILL.md length
- 377 words
- Files
- 4
- Skills in repo
- 55
- Repo updated
- First seen
- Licence
- MIT
At a glance
End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in sequence.
- Works in 3 steps: Research (optional — skip if draft exists) → Editorial Review → Social Distribution
- The user wants to create
- SKILL.md covers Install, What This Skill Does, How to Use and Workflow Stages, plus 4 more sections
- Calls git
What it does
Content Pipeline is an agent skill from thatrebeccarae/claude-marketing. End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in sequence. Use when the user wants to create, review, and distribute content through a multi-stage pipeline, or says "/content-pipeline".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `EXAMPLES.md` and `REFERENCE.md`).
It sits in Writing & Content, covering Copy editing and proofreading. The repository describes itself as: A full marketing department for Claude Code. Skill packs for Klaviyo, Shopify, GA4, Looker Studio, paid media, and more. Audit, optimize, and report using natural language. The licence is MIT.
When your agent uses it
- The user wants to create
- Distribute content through a multi-stage pipeline
- Says /content-pipeline
Example prompts
- “/content-pipeline”
- “/content-pipeline”
Workflow steps
3 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 a8a63ec. 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:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, 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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Content Pipeline loads about 1.1k tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 377 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 thatrebeccarae/claude-marketing at commit a8a63ec, republished under its MIT licence (© thatrebeccarae). 377 words, ~1,112 tokens.
Download SKILL.mdSave it as
.claude/skills/content-pipeline/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- content-pipeline
- description
- End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in sequence. Use when the user wants to create, review, and distribute content through a multi-stage pipeline, or says "/content-pipeline".
- license
- MIT
- origin
- custom
- author
- Rebecca Rae Barton
- author_url
- https://github.com/thatrebeccarae
- metadata.version
- 1.0.0
- metadata.category
- content
- metadata.domain
- content-orchestration
- metadata.updated
- 2026-03-18
- metadata.tested
- 2026-03-18
- metadata.tested_with
- Claude Code v2.1
Content Pipeline
Orchestrate the full content creation workflow from research brief to published-ready content with social distribution pack.
Install
git clone https://github.com/thatrebeccarae/claude-marketing.git && cp -r claude-marketing/skills/content-pipeline ~/.claude/skills/What This Skill Does
Chains up to 3 agents in sequence:
- research-analyst — Generates a research brief on the topic
- editor-in-chief — Reviews the draft against voice, structure, SEO, and argument quality
- social-amplifier — Creates platform-specific distribution pack (LinkedIn, Twitter/X, email)
Users can enter at any stage or run the full pipeline.
How this differs from content-workflow: The content-workflow skill is a manual workflow guide with frameworks and checklists. This skill is the orchestration layer — it actually spawns subagents and manages the pipeline programmatically.
How to Use
/content-pipeline [topic or file path]Full Pipeline (from scratch)
/content-pipeline "Why MCP is the new API"Start from Existing Draft
/content-pipeline review ./drafts/article-draft.mdSocial Pack Only
/content-pipeline distribute ./content/published-article.mdWorkflow Stages
Stage 1: Research (optional — skip if draft exists)
- Spawn research-analyst agent with the topic
- Output:
./research-briefs/YYYY-MM-DD-topic-slug.md - User reviews brief, decides whether to proceed
Stage 2: Editorial Review
- Spawn editor-in-chief agent pointing at the draft/brief
- Output:
[draft-path]-review.mdsaved alongside the source - Agent provides: voice assessment, structure feedback, SEO evaluation, line-level notes, title variants
- User decides: publish as-is, revise, or iterate
Stage 3: Social Distribution
- Spawn social-amplifier agent pointing at the final content
- Output:
[content-path]-social-pack.mdsaved alongside the source - Generates: LinkedIn posts (2 variants), Twitter/X thread, email subject lines, pull quotes, hashtags
Configuration
Customizing Agents
The default agent chain uses Claude Code subagents with the Agent tool. To customize:
Pipeline Stage | Default Agent Type | Override With
Research | research-analyst | Any research/analysis agent
Editorial | editor-in-chief | Any editorial review agent
Distribution | social-amplifier | Any social content agentShow full SKILL.md (151 more words)Show less
Output Paths
Configure where each stage saves its output:
| Stage | Default Output Path |
|---|---|
| Research | ./research-briefs/YYYY-MM-DD-topic-slug.md |
| Draft | ./content/YYYY/YYYY-MM-DD-slug.md |
| Review | [draft-path]-review.md (alongside draft) |
| Social Pack | [content-path]-social-pack.md (alongside content) |
Publishing Cadence
Adapt the pipeline to your publishing schedule. Example cadence:
- Research: Monday/Tuesday
- Draft: Tuesday/Wednesday
- Review: Wednesday/Thursday
- Publish: Thursday/Friday
Pipeline State Management
The pipeline tracks which stages are complete via file existence:
- Research brief exists → Stage 1 complete
- Review file exists → Stage 2 complete
- Social pack exists → Stage 3 complete
Resume from any stage by pointing to existing files.
Integration with Other Skills
This skill composes well with:
- seo-content-writer — Run during Stage 2 for deep SEO optimization
- content-creator — Use for brand voice analysis before editorial review
- research-digest — Alternative to the built-in research stage for RSS-based research
Quick Commands
/content-pipeline— Start full pipeline with topic prompt/content-pipeline review [path]— Jump to editorial review/content-pipeline distribute [path]— Jump to social distribution/content-pipeline status— Show drafts in progress
© thatrebeccarae, 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 3 other files in skills/content-pipeline of thatrebeccarae/claude-marketing.
- SKILL.md
- EXAMPLES.md
- LICENSE
- REFERENCE.md
Open the folder on GitHubat commit a8a63ec
Compare with similar skills
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Content Pipeline this skillthatrebeccarae/claude-marketing | 161 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Recursive Improvement Loopdylanfeltus/skills | 179 | — | ~1.3k | Automated safety check: Pass | MIT | |
| User-Facing Text Cleanupguillaumemeyer/watermarks-remover | 24k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Chinese Text Humanizerop7418/Humanizer-zh | 19k | — | ~2k | Automated safety check: Pass | MIT | |
| Baoyu TranslateJimLiu/baoyu-skills | 27k | 1 repos | ~3.9k | Automated safety check: Pass | MIT |
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Story Multi-Perspective Review
zenstory-ai/oh-story-claudecode
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Chinese Text Humanizer
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Edits Chinese articles, comments and documents to remove filler, repetition and template phrasing while keeping the facts, the level of certainty and the author's voice.
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Related
Categories
Questions about Content Pipeline
What does Content Pipeline do?
End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in sequence. Content Pipeline is an agent skill from thatrebeccarae/claude-marketing. End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in sequence.
When should I use Content Pipeline?
Content Pipeline fits situations like: the user wants to create; distribute content through a multi-stage pipeline; says /content-pipeline.
How do I install Content Pipeline in Claude Code?
Run `npx skills add thatrebeccarae/claude-marketing --skill content-pipeline -a claude-code`. Or copy the skill folder (skills/content-pipeline in thatrebeccarae/claude-marketing) into .claude/skills/content-pipeline in your project. Claude Code loads it when a task matches its description.
How do I install Content Pipeline in Codex?
Run `npx skills add thatrebeccarae/claude-marketing --skill content-pipeline -a codex`. Or copy the skill folder (skills/content-pipeline in thatrebeccarae/claude-marketing) into .agents/skills/content-pipeline in your project. Codex loads it when a task matches its description.
Can I use 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 thatrebeccarae/claude-marketing --skill 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/content-pipeline, .gemini/skills/content-pipeline, .github/skills/content-pipeline and .opencode/skills/content-pipeline in your project.
What does Content Pipeline need to run?
Going by SKILL.md and its folder, Content Pipeline needs the command-line tools its instructions call (git).
Does Content 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 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 Content Pipeline use?
Content Pipeline 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 Content Pipeline 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.
What are the alternatives to Content Pipeline?
Skills that share tags, products or a category with Content Pipeline: Recursive Improvement Loop (dylanfeltus/skills, 179 stars), User-Facing Text Cleanup (guillaumemeyer/watermarks-remover, 24k stars), Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars) and Chinese Text Humanizer (op7418/Humanizer-zh, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Content Pipeline?
thatrebeccarae (a GitHub user) maintains it in thatrebeccarae/claude-marketing, which has 161 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on May 14, 2026.
Source: thatrebeccarae/claude-marketing on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.