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Huashu Video Check · alchaincyf | DecimalAI

marketingby alchaincyf

Huashu Video Check

alchaincyf/huashu-video-check

Source alchaincyf/huashu-skills ↗License Not recorded

基于MrBeast策略检查视频标题、封面和开头钩子。当用户提到"视频标题"、"封面图"、"点击率"、"CTR"、"观看时长"时使用。

SkillScore91Maintained

Automatic

Marketing & Content pack

Last verified 9/29/2026

What it changes

Passed 21 of 23 test cases with the skill, and 11 of 23 without it.

Without skill48%

With skill91%

Checks it passed that the model alone missed

Suggests using cool and warm color contrast.
Rejects the initial title for lacking contrast.
Reframes the title to focus on a single core feature.

and 14 more in the full report

10 fixed11 passed either way2 still failing0 broke

Pass-rate lift: +43 pp
Tokens: +131%
Agent turns: 0%
Response time: +3%

Model gemini-3.6-flashMeasured 9/29/2026v121 of 23 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/alchaincyf-huashu-video-check/SKILL.md https://app.decimal.ai/s/alchaincyf-huashu-video-check/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add alchaincyf-huashu-video-check, 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/alchaincyf-huashu-video-check/ and pins it in .decimal/skills.lock

decimalai skills add alchaincyf-huashu-video-check

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

curl -fsSL --create-dirs -o .claude/skills/alchaincyf-huashu-video-check/SKILL.md https://app.decimal.ai/s/alchaincyf-huashu-video-check/SKILL.md

Raw file: /s/alchaincyf-huashu-video-check/SKILL.md ↗ · machine-readable summary at /s/alchaincyf-huashu-video-check.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

我准备录制一期Python写爬虫的教程视频，想了一个标题《Python写爬虫的详细步骤与代码实现》。请评估这个标题的吸引力，如果不合格，请基于最强对比原则，使用数量对比公式重新撰写一个15-25字的主标题。

What was checked, without and with the skill
Checked	Without skill	With skill
Rejects the initial title for lacking contrast.	Missed	Passed
Applies a small quantity versus large quantity contrast formula in the revised title.	Passed	Passed
Keeps the proposed replacement title between 15 and 25 Chinese characters.	Missed	Passed

case-03 · gemini-3.6-flash · 9/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md404 linessingle file

视频封标与承接检查

基于MrBeast案例的视频标题、封面、内容承接专业检查能力，提升点击率和观看时长。

何时使用此Skill

当检测到以下场景时，自动加载此skill：

用户说"检查封标"、"检查标题和封面"、"检查内容承接"
视频脚本初稿完成后
用户提到"点击率低"、"观看时长短"
需要优化视频标题或封面

核心目标

提升点击率：标题和封面吸引用户点击
提升观看时长：内容承接好，用户看到结尾
建立可复用公式：标准化的封标承接策略

检查维度

1️⃣ 标题检查（强对比策略）

2️⃣ 封面检查（结果展示优先）

3️⃣ 内容承接检查（开头确认→中段惊喜→结尾兑现）

1️⃣ 标题检查：强对比策略

核心原则

聚焦最强对比，不要罗列所有内容

5种强对比公式

公式1：数量对比

格式：小数量 vs 大数量

示例：

✅ "1个Prompt写了1000行代码"
✅ "3个人 vs 300人的团队，谁能赢？"
✅ "用1个工具替代10个工具"

Track record

Benchmark

21 / 23

test cases passed, vs 11 / 23 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 v5 — 8/31/2026

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

alchaincyf / huashu-skills

huashu-video-check/SKILL.md

View on GitHub ↗

Imported 8/31/2026Version v1

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