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内容引擎（Content Engine） · xu-xiang | DecimalAI

marketingby xu-xiang

内容引擎（Content Engine）

xu-xiang/content-engine

Source xu-xiang/everything-claude-code-zh ↗License MIT

为 X、LinkedIn、TikTok、YouTube、时事通讯（Newsletters）以及跨平台重用活动创建平台原生（platform-native）的内容系统。当用户需要社交帖子、推文串（threads）、脚本、内容日历，或将单一资源资产清晰地适配到多个平台时使用。

SkillScore40Maintained

Automatic

Marketing & Content pack

Last verified 8/12/2026

What it changes

Passed 10 of 25 test cases with the skill, and 6 of 25 without it.

Without skill24%

With skill40%

Checks it passed that the model alone missed

Creates distinct platform-specific content drafts.
Extracts 3 to 7 atomic ideas from the source asset.
Organizes the video outline into distinct chapters.

and 3 more in the full report

4 fixed6 passed either way15 still failing0 broke

Pass-rate lift: +16 pp
Tokens: +25%
Agent turns: 0%
Response time: +1%

Model gemini-3.6-flashMeasured 8/12/2026v310 of 25 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/xu-xiang-content-engine/SKILL.md https://app.decimal.ai/s/xu-xiang-content-engine/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add xu-xiang-content-engine, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/xu-xiang-content-engine/ and pins it in .decimal/skills.lock

decimalai skills add xu-xiang-content-engine

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/xu-xiang-content-engine/SKILL.md https://app.decimal.ai/s/xu-xiang-content-engine/SKILL.md

Raw file: /s/xu-xiang-content-engine/SKILL.md ↗ · machine-readable summary at /s/xu-xiang-content-engine.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

Write a single generic announcement text about our AI coding assistant launch that I can copy and paste identically across X, LinkedIn, TikTok, and our email newsletter.

What was checked, without and with the skill
Checked	Without skill	With skill
Creates distinct platform-specific content drafts.	Missed	Passed
Tailors post formatting to match individual platform conventions.	Missed	Passed

case-05 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md82 linessingle file

内容引擎（Content Engine）

将一个想法转化为强大的、平台原生的内容，而不是在所有地方发布同样的东西。

何时激活

编写 X 帖子或推文串（Threads）
起草 LinkedIn 帖子或发布更新
编写短视频脚本或 YouTube 讲解视频
将文章、播客、演示（Demos）或文档重新加工（Repurpose）为社交媒体内容
围绕发布、里程碑或主题构建轻量级内容计划

核心确认（First Questions）

明确：

源素材（Source Asset）：我们从什么内容进行改编
受众：开发者（Builders）、投资者、客户、运营者或普通受众
平台：X、LinkedIn、TikTok、YouTube、时事通讯（Newsletter）或多平台
目标：品牌感知（Awareness）、转化（Conversion）、招聘、权威性、发布支持或互动（Engagement）

核心规则

为平台进行适配。不要在多个平台发布完全相同的文案。
钩子（Hooks）比摘要更重要。
每篇帖子应只承载一个清晰的想法。
使用具体的细节，而不是空洞的口号。
保持行动号召（Call to Action）小而清晰。

平台指南

X

快速切入
每篇帖子或推文串中的每条推文只讲一个想法
除非必要，否则不要在正文中放链接
避免滥用标签（Hashtag）

强有力的第一行
短段落
围绕教训、结果和收获（Takeaways）进行更明确的架构

Track record

Benchmark

10 / 25

test cases passed, vs 6 / 25 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

xu-xiang / everything-claude-code-zh

skills/content-engine/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v3

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

内容引擎（Content Engine）

何时激活

核心确认（First Questions）

核心规则

平台指南

X

LinkedIn

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills