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Video Script Collaborial · nicepkg | DecimalAI

design mediaby nicepkg

Video Script Collaborial

nicepkg/video-script-collaborial

Source nicepkg/ai-workflow ↗License MIT

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。

SkillScore100Maintained

Automatic

Writing & Editing pack

Last verified 8/24/2026

What it changes

Passed 22 of 22 test cases with the skill, and 16 of 22 without it.

Without skill73%

With skill100%

Checks it passed that the model alone missed

Adds a spoken modal particle or conversational filler word.
Replaces the formal verb '实现' with spoken phrasing like '做到'.
Replaces the formal verb '面临' with a conversational verb like '遇到'.

and 3 more in the full report

6 fixed16 passed either way0 still failing0 broke

Pass-rate lift: +27 pp
Tokens: +102%
Agent turns: 0%
Response time: -18%

Model gemini-3.6-flashMeasured 8/24/2026v122 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/nicepkg-video-script-collaborial/SKILL.md https://app.decimal.ai/s/nicepkg-video-script-collaborial/SKILL.md

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

decimalai skills add nicepkg-video-script-collaborial

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

curl -fsSL --create-dirs -o .claude/skills/nicepkg-video-script-collaborial/SKILL.md https://app.decimal.ai/s/nicepkg-video-script-collaborial/SKILL.md

Raw file: /s/nicepkg-video-script-collaborial/SKILL.md ↗ · machine-readable summary at /s/nicepkg-video-script-collaborial.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

A smart home video script states: "通过配套的手机应用程序，用户可以实现对室内灯光颜色的远程控制。" Convert this script for spoken delivery.

What was checked, without and with the skill
Checked	Without skill	With skill
Replaces the formal verb '实现' with spoken phrasing like '做到'.	Missed	Passed
Replaces '用户' with conversational audience address like '大家'.	Passed	Passed

case-16 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md205 linessingle file

视频脚本口语化审校

何时使用此Skill

当用户出现以下任一需求时，使用此技能：

审校"视频脚本"、"录制脚本"
要求"口语化"、"自然一点"、"像说话一样"
觉得脚本"太书面了"、"太正式"、"不自然"
希望脚本"更适合录制"、"说出来更顺"
需要增加"亲和力"、"生活化"的表达

核心目标

将正式的书面脚本转换为自然流畅的口语化表达，让视频听起来更像是真实对话而不是照本宣科，显著提升视频的亲和力和观看体验。

执行流程

第一遍：书面化词汇替换 (P0级转换)

目标：去除明显的书面化表达

重点替换：

动词替换
- ❌ "进行" → ✅ "做"、"搞"、"弄"
- ❌ "实现" → ✅ "做到"、"完成"
- ❌ "提供" → ✅ "给"、"提供给大家"
- ❌ "导致" → ✅ "造成"、"所以"
- ❌ "面临" → ✅ "遇到"、"碰到"
连接词替换
- ❌ "因此" → ✅ "所以"、"这样"
- ❌ "然而" → ✅ "但是"、"不过"
- ❌ "此外" → ✅ "而且"、"另外"
- ❌ "综上所述" → ✅ "总的来说"、"所以说"
名词替换
- ❌ "该产品" → ✅ "这个产品"、"它"
- ❌ "此方法" → ✅ "这个方法"、"这种方法"
- ❌ "用户" → ✅ "大家"、"你们"、"我们"

第二遍：句式结构调整 (P1级转换)

目标：让句式更符合口语表达习惯

Track record

Benchmark

22 / 22

test cases passed, vs 16 / 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 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

nicepkg / ai-workflow

workflows/video-creator-workflow/.claude/skills/video-script-collaborial/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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alchaincyf/huashu-script-polish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。Close match+5 pp pass-rate lift

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