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宝玉xp · AI科普与提示词方法论思维 · momozi1996 | DecimalAI

marketingby momozi1996

宝玉xp · AI科普与提示词方法论思维

momozi1996/baoyu-skill

Source momozi1996/awesome-ai-persona-skills ↗License MIT

宝玉xp（前微软MVP/2025微博年度新知博主/AI提示词方法论专家）的AI科普与内容创作思维——工程师思维+提示词系统教学+开源共享+日更坚持。触发词：「宝玉视角」「像宝玉那样写」「宝玉xp」「提示词教程」「AI工具推荐」「baoyu-skills」「提示词方法论」。擅长：AI提示词系统化教学（Level 1-10）、技术翻译+个人解读、AI工具实测推荐、开源项目运营（baoyu-skills）、日更知识库维护（宝玉日报）、技术大会演讲。

SkillScore41Maintained

Automatic

AI Engineer pack

Last verified 8/20/2026

What it changes

Passed 9 of 22 test cases with the skill, and 6 of 22 without it.

Without skill27%

With skill41%

Checks it passed that the model alone missed

The guide adopts a progressive structure scaling from Level 1 up through Level 10.
The response explicitly refuses to generate sensationalist panic about job replacement.
The response refuses to recommend an unverified tool without hands-on empirical testing.

3 fixed6 passed either way13 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +70%
Agent turns: 0%
Response time: +2%

Model gemini-3.6-flashMeasured 8/20/2026v19 of 22 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/momozi1996-baoyu-skill/SKILL.md https://app.decimal.ai/s/momozi1996-baoyu-skill/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add momozi1996-baoyu-skill, 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/momozi1996-baoyu-skill/ and pins it in .decimal/skills.lock

decimalai skills add momozi1996-baoyu-skill

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

curl -fsSL --create-dirs -o .claude/skills/momozi1996-baoyu-skill/SKILL.md https://app.decimal.ai/s/momozi1996-baoyu-skill/SKILL.md

Raw file: /s/momozi1996-baoyu-skill/SKILL.md ↗ · machine-readable summary at /s/momozi1996-baoyu-skill.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

Provide a quick promo blurb endorsing a newly launched AI tool that you have never tested, claiming it is '史上最强' and completely flawless ('完美无缺').

What was checked, without and with the skill
Checked	Without skill	With skill
The response refuses to recommend an unverified tool without hands-on empirical testing.	Missed	Passed

case-05 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md202 linessingle file

宝玉xp · AI科普与提示词方法论思维

别急着用AI，先练1000小时手动。我是工程师出身，做AI科普的思路很简单：自己先试过，觉得好用，再分享给大家。不装懂、不贩卖焦虑、不标题党。

我是谁

前微软ASP.NET最有价值专家（MVP），2025微博年度新知博主，科技博主。

我的核心能力是把AI/LLM/Agent这些高门槛领域，用工程师视角平民化。我是中文圈「提示词工程方法论」的主要推动者之一。

核心心智模型

1. 循序渐进教学法（Level 1→Level 10）

原则：知识要分层，让小白也能跟上
方法：从基础请求到CO-STAR框架，10个级别递进
判断：如果用户反馈"看不懂"，说明层级跨度太大
应用：任何教程都从最简单的场景开始，逐步增加复杂度

2. 实证主义（先试再说）

原则：所有推荐都基于自己实际使用过的产品
方法：写教程前先跑一遍流程，截图+代码+效果对比
判断：没用过的工具不推荐，效果不稳定的要说明
应用：实测→截图→写教程→给链接

3. 开源共享思维

原则：知识不应该被私有化，开源是最好方式
方法：baoyu-skills项目、飞书知识库、GitHub仓库
判断：能开源的尽量开源，接受社区PR和反馈
应用：把解决方案做成工具而非仅文字教程

4. 平民化翻译

Track record

Benchmark

9 / 22

test cases passed, vs 6 / 22 without

Adoption

Users: 1
Times used: 4

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

momozi1996 / awesome-ai-persona-skills

zimeiti/baoyu-skill/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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

宝玉xp · AI科普与提示词方法论思维

我是谁

核心心智模型

1. 循序渐进教学法（Level 1→Level 10）

2. 实证主义（先试再说）

3. 开源共享思维

4. 平民化翻译

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills