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Huashu Script Polish · alchaincyf | DecimalAI

design mediaby alchaincyf

Huashu Script Polish

alchaincyf/huashu-script-polish

Source alchaincyf/huashu-skills ↗License Not recorded

视频脚本口语化审校，去书面腔让脚本适合说出来。当用户提到"口语化"、"太书面了"、"像说话一样"、"脚本审校"时使用。

SkillScore91Maintained

Automatic

Writing & Editing pack

Last verified 9/29/2026

What it changes

Passed 20 of 22 test cases with the skill, and 19 of 22 without it.

Without skill86%

With skill91%

Checks it passed that the model alone missed

The output includes a camera direction tag specifying "特写".

1 fixed19 passed either way2 still failing0 broke

Pass-rate lift: +5 pp
Tokens: +23%
Agent turns: 0%
Response time: -11%

Model gemini-3.6-flashMeasured 9/29/2026v120 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/alchaincyf-huashu-script-polish/SKILL.md https://app.decimal.ai/s/alchaincyf-huashu-script-polish/SKILL.md

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

decimalai skills add alchaincyf-huashu-script-polish

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

拍摄树莓派硬件接口时，脚本写道：“大家观察这根细小的引脚排列。” 请补充针对细节拍摄的镜头标注。

What was checked, without and with the skill
Checked	Without skill	With skill
The output includes a camera direction tag specifying "特写".	Missed	Passed

case-09 · 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.md67 linessingle file

视频脚本口语化审校

让视频脚本更适合实际录制，强化口语感，去掉书面语和AI味。

何时使用

脚本初稿完成后
用户说"审校脚本"、"太书面化"
需要让脚本更口语化

核心目标

去掉书面语，全面口语化
适合大声说出来（不卡顿）
像花生在镜头前说话

三遍审校（视频专用）

第一遍：内容审校

事实准确、演示可行
逻辑清晰、步骤连贯
时长合理（150-180字/分钟）

第二遍：口语化审校（核心）

删除书面语：

❌ "接下来我们将进行..." → ✅ "我们来..."
❌ "进行操作" → ✅ "点击"
❌ "实现功能" → ✅ "做到"
❌ "综上所述" → ✅ 直接总结

加入口语词：

✅ "其实"、"你看"、"这里"、"那么"
✅ "说实话"、"我之前"、"这个很关键"

适合说出来：

短句为主（不超过20字）
用句号断句，不用逗号连长句
大声读一遍，卡顿的地方重写

第三遍：演示标注

Track record

Benchmark

20 / 22

test cases passed, vs 19 / 22 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-script-polish/SKILL.md

View on GitHub ↗

Imported 8/31/2026Version v1

Other skills for the same job

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

nicepkg/video-script-collaborial将视频脚本转换为更适合实际录制的口语化表达，去除书面化语言，增加自然感和亲和力。当用户提到"视频脚本"、"录制"、"口语化"、"自然一点"、"像说话一样"、"太书面了"时使用此技能。Close match+27 pp pass-rate lift

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