Content Creation Skill

Media Content Creation Package Skill for AI Agents
An open-source Agent Skill that helps AI agents turn source material, notes, links, ideas, product details, and rough drafts into purpose-led, platform-ready media content packages.

Created and maintained by Chuluu.

中文说明 | English

Workflow | Prompt Pack | Examples | Quality Rubric | Testing Matrix | Publishing

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3-Minute Quick Start

git clone https://github.com/ChuluuMGL/content-creation-skill.git
cd content-creation-skill
scripts/install.sh codex

Invoke:

Use $content-creation-workflow to turn this material into Xiaohongshu and WeChat drafts.
Purpose: tutorial.
[paste material]

Validate the included sample:

npm run validate

No backend is required for the default workflow.

For copy-ready prompts, see assets/prompts/. For realistic output shapes, see assets/examples/.

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What This Skill Does

content-creation-skill turns one source material into a structured media content package. It is designed for creator, brand, marketing, and operator workflows where the output should be useful enough to copy into a platform editor after human review.

Output	What It Contains
Purpose route	Conversion, point-of-view, tutorial, case recap, brand trust, SEO acquisition, or community distribution.
Platform drafts	Xiaohongshu, WeChat official account, WordPress, website article, Douyin script, newsletter, or social post.
100-point score	Hard checks plus purpose-led quality scoring and the 3 highest-impact fixes.
Targeted revision	Only revise the requested title, opening, section, CTA, tone, or length while preserving facts.
Platform adaptation	Rebuild hook, structure, tags, and CTA for each platform while keeping facts stable.
Manual publishing package	Copy-ready title, body, tags, cover-image prompt, checklist, and fact-risk notes.

The first-stage scope is deliberate: this skill does not log in to platforms, manage cookies, store API keys, or claim that content has been published.

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Use Cases

Scenario	Typical Request
Creator post	"Turn these notes into a Xiaohongshu post with a strong opening and useful tags."
WeChat article	"Write a structured WeChat article from this project recap."
Multi-platform adaptation	"Adapt this long article into Xiaohongshu and Douyin versions without changing facts."
Content scoring	"Score this draft for conversion purpose and list the 3 most important fixes."
Local polish	"Only rewrite the opening to sound more like real experience."
SEO article	"Turn this topic into a WordPress article that answers search intent."
Manual publishing handoff	"Package this for manual posting with title, tags, cover prompt, and final checklist."

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Workflow

This skill uses a purpose-led workflow rather than a generic writing template.

Phase	Gate	Deliverable
1. Intake	Source material, platform, style, and factual-risk check.	Brief summary and assumptions
2. Purpose route	Choose the primary writing purpose.	Purpose route and structure
3. Draft	Generate platform-ready content.	Title, body, tags, cover prompt
4. Score	Run hard checks and the 100-point rubric.	Score and top fixes
5. Revise	Apply targeted section-level changes.	Revised section and rationale
6. Adapt	Convert the same factual core across platforms.	Platform-specific drafts
7. Package	Prepare manual publishing assets.	Copy-ready package and checklist

See references/workflow.md for the full sequence.

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Writing Purposes

Purpose	Best For	Success Signal
conversion	Product, service, tool, course, offer.	Reader knows why to try, buy, or contact.
point-of-view	Industry opinion, founder view, trend judgment.	Reader remembers one sharp stance.
tutorial	How-to, checklist, workflow, prompt, tool usage.	Reader can do the thing.
case-recap	Project story, launch recap, customer work.	Reader trusts the process.
brand-trust	Company update, customer story, capability narrative.	Reader trusts the brand.
seo-acquisition	Evergreen explainer, WordPress, website article.	Search intent is answered.
community-distribution	Group post, newsletter note, social update.	Reader replies, saves, or shares.

See references/content-routes.md.

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Work Modes

Mode	When to Use	Behavior
draft	Create a new content package.	Purpose route, platform draft, tags, cover prompt, checklist.
score	Evaluate an existing draft.	Hard checks, 100-point score, top fixes.
revise	Change a specific part.	Only returns the requested section plus rationale.
adapt	Convert one draft across platforms.	Preserves facts and rebuilds platform structure.
package	Prepare manual publishing.	Copy-ready title, body, tags, cover prompt, checklist.

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Quality Rubric

Default scoring is 100 points:

Dimension	Points
Purpose fit	20
Platform fit	20
Information density	15
Opening strength	15
Structure clarity	10
Voice consistency	10
CTA usefulness	5
Risk control	5

Hard checks run before scoring: facts, title length, body length, platform format, forbidden words, image-prompt rules, and domain-boundary warnings. See references/quality-check.md.

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Included Files

File / Folder	Purpose
SKILL.md	Core skill metadata and agent instructions.
NOTICE	Copyright, maintainer, and publication notice.
CONTRIBUTING.md	Contribution rules and PR checklist.
PUBLISHING.md	ChuluuMGL skill repository publishing standard.
SECURITY.md	Security and privacy policy.
references/workflow.md	Draft, score, revise, adapt, and package workflow.
references/content-routes.md	Purpose-first writing routes and platform mapping.
references/quality-check.md	Hard checks, scoring rubric, and revision rules.
references/platform-specs.md	Platform length, format, title, and image constraints.
references/style-systems.md	Voice systems and style-card guidance.
references/publish-backends.md	Optional publishing handoff boundaries.
references/runtime-compatibility.md	Agent compatibility and degradation notes.
assets/examples/	Style cards, platform cards, manifest, and purpose examples.
assets/prompts/	Copy-ready prompt pack for ordinary users.
scripts/check_content.py	Deterministic hard checks for content packages.
scripts/validate_skill.py	Repository validation script.
scripts/install.sh	Installs the skill into common agent skills directories.
scripts/package_runtime_skill.py	Creates a lightweight runtime ZIP.
agents/openai.yaml	Codex/OpenAI-style UI metadata.
skill.json	Machine-readable metadata for directories and marketplaces.

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Install And Compatibility

The core skill follows the open Agent Skills shape: a folder with SKILL.md, plus optional references/, scripts/, assets/, and metadata.

Agent/runtime	Suggested install path	Status
Codex	.agents/skills/content-creation-skill/ or user skills folder	Maintainer workflow
Claude Code	.claude/skills/content-creation-skill/	Expected compatible
Cursor	.cursor/skills/content-creation-skill/	Expected compatible
OpenClaw	configured skills root	Expected compatible
Hermes	~/.hermes/skills/content-creation-skill/ or configured root	Expected compatible

Install:

scripts/install.sh codex
scripts/install.sh claude
scripts/install.sh cursor
scripts/install.sh custom "$HOME/.config/agents/skills"

Create a lightweight runtime package:

npm run package:runtime

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Recommended Prompts

The reusable prompt pack lives in assets/prompts/.

Draft A Purpose-Led Package

Use $content-creation-workflow to create a Xiaohongshu and WeChat content package.
Purpose: tutorial.
Material:
[paste notes]

Score A Draft

Use $content-creation-workflow score mode.
Platform: Xiaohongshu.
Purpose: conversion.
Return hard-check issues, a 100-point score, and the 3 highest-impact fixes.
[paste draft]

Targeted Revision

Use $content-creation-workflow revise mode.
Only rewrite the opening. Make it sound like real experience, not advertising.
Do not change the later steps or facts.
[paste draft]

Platform Adaptation

Adapt this WeChat article into Xiaohongshu and Douyin versions.
Keep facts unchanged. Rebuild the hook, structure, tags, and CTA for each platform.
[paste article]

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Not For

• Legal documents.
• Academic papers.
• Medical, financial, or regulatory advice.
• Automatic public publishing.
• Credential, cookie, token, or API-key management.

Those should be separate domain-specific skills or reviewed by qualified specialists.

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Technical Specs

Item	Description
Skill name	content-creation-workflow
Repository	ChuluuMGL/content-creation-skill
Format	Local skill folder with SKILL.md, references, scripts, examples, and metadata
Primary output	Media content package with draft, score, revision, adaptation, and manual publishing checklist
Script runtime	Python 3 standard library
License	MIT
Copyright holder	Chuluu
Maintainer / GitHub publisher	ChuluuMGL

Related Skills

• business-website-skill - Build client-ready business websites.
• proposal-ppt-skill - Create stage-gated business proposal decks and presenter scripts.

License

MIT. Copyright (c) 2026 Chuluu.

Ownership

Item	Value
Copyright holder	Chuluu
Maintainer / GitHub publisher	ChuluuMGL
Website	github.com/ChuluuMGL
Notice	NOTICE

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