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Agent Skill · 研究检索

short-form-converter(短格式转换器)

short-form-converter 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

short-form-converter 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为权限未标注;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 55,093。

总安装 490周安装 20GitHub Stars 175下载 158核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:short-form-converter(短格式转换器)
来源仓库:https://github.com/nicepkg/ai-workflow
仓库路径:skills/short-form-converter
安装命令:
npx skills add https://github.com/nicepkg/ai-workflow --skill short-form-converter
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/nicepkg/ai-workflow --skill short-form-converter

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

short-form-converter 用于将长文本转换为适合短视频传播的短格式内容。适合在 Codex、Claude、Cursor、Gemini CLI 中提炼要点、生成标题或脚本片段。支持多语言适配与平台风格匹配,提升内容传播力。

安装命令:npx skills add https://github.com/nicepkg/ai-workflow --skill short-form-converter。输出结果需人工复核,确保准确传达原意且符合平台要求。

来源仓库内路径:skills/short-form-converter

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/nicepkg/ai-workflow --skill short-form-convert…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

short-form-converter 怎么安装?

在终端执行 npx skills add https://github.com/nicepkg/ai-workflow --skill short-form-converter。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

short-form-converter 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

short-form-converter 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

short-form-converter 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

short-form-converter 用的人多吗?

公开数据是累计安装 490 次,近一周安装 20 次,下载 158 次,GitHub 175 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

short-form-converter 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
short-form-converter

短格式转换器 · 本页

490175权限未标注未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Short-Form Converter

Transform long-form content into viral short-form clips.

Short-Form Platform Specs

PlatformMax LengthOptimalAspect RatioAudio
TikTok10 min15-60 sec9:16Critical
YouTube Shorts60 sec30-45 sec9:16Important
Instagram Reels90 sec15-30 sec9:16Critical
Facebook Reels60 sec15-30 sec9:16Important

Viral Moment Identification

What Makes a Clip Viral-Worthy?

✅ STRONG VIRAL INDICATORS:
1. Emotional peak - Surprise, shock, joy, anger
2. Unexpected twist - Plot reversal, revelation
3. Valuable insight - "Aha moment", key takeaway
4. Relatable moment - "This is so me" content
5. Controversial take - Debate-starting opinion
6. Satisfying conclusion - Before/after, completion
7. Funny moment - Genuine humor, reaction

❌ WEAK CLIP MATERIAL:
- Long setup without payoff
- Inside jokes requiring context
- Technical explanations without visual
- Slow-paced segments
- Content requiring full video context

Clip Selection Process

STEP 1: Timestamp key moments from long video
- Mark ALL emotional peaks
- Note all "quotable" statements
- Identify visual highlights
- Flag unexpected moments

STEP 2: Score each moment (1-10)
- Hook potential: Does it grab in 1 second?
- Standalone value: Makes sense without context?
- Engagement likelihood: Will people comment/share?
- Platform fit: Right vibe for TikTok/Shorts/Reels?

STEP 3: Select top 3-5 moments for clips
- Prioritize variety (don't all same type)
- Ensure each has different hook angle

Conversion Formulas

Long Tutorial → Short Tutorial

ORIGINAL (10 min):
- 2 min intro
- 6 min walkthrough
- 2 min conclusion

SHORT VERSION (45 sec):
─────────────────────────────────────────────────────────────
0:00-0:03 | HOOK: "The [result] trick nobody knows"
0:03-0:08 | CONTEXT: "When you need to [problem]..."
0:08-0:40 | CORE STEPS: Just the 3 most important steps
0:40-0:45 | CTA: "Follow for more [topic]"
─────────────────────────────────────────────────────────────
CUT: All intro fluff, slow explanations, tangents
KEEP: Core value, best tips, before/after

Long Review → Short Verdict

ORIGINAL (15 min):
- Unboxing, specs, testing, pros, cons, verdict

SHORT VERSION (30-45 sec):
─────────────────────────────────────────────────────────────
0:00-0:03 | HOOK: "Is [Product] worth it?"
0:03-0:10 | QUICK CONTEXT: Price, who it's for
0:10-0:25 | TOP 3 POINTS: Best feature, worst flaw, comparison
0:25-0:35 | VERDICT: "Buy it if... Skip if..."
0:35-0:40 | CTA: "Full review linked"
─────────────────────────────────────────────────────────────

Long Story → Short Teaser

ORIGINAL (20 min vlog):
- Full story with buildup, climax, resolution

SHORT VERSION (30-60 sec):
─────────────────────────────────────────────────────────────
0:00-0:03 | HOOK: Climax moment or dramatic statement
0:03-0:10 | REWIND: "Let me explain how I got here..."
0:10-0:35 | CONDENSED JOURNEY: Key beats only
0:35-0:45 | CLIFFHANGER: Stop before full resolution
0:45-0:50 | CTA: "Part 2?" or "Full video for ending"
─────────────────────────────────────────────────────────────

Long Interview → Clip Gold

IDENTIFY:
- Hot takes / Controversial opinions
- Personal revelations
- Quotable wisdom
- Emotional moments
- Surprising facts

FORMAT:
─────────────────────────────────────────────────────────────
0:00-0:02 | HOOK: The most shocking quote
0:02-0:05 | CONTEXT: "When asked about [topic]..."
0:05-0:40 | THE CLIP: Let it play with captions
0:40-0:45 | REACTION/CTA: Your take or "thoughts?"
─────────────────────────────────────────────────────────────

Output Format

═══════════════════════════════════════════════════════════════
SHORT-FORM CONVERSION PLAN
Original Video: [Title]
Original Length: [X:XX]
═══════════════════════════════════════════════════════════════

📋 IDENTIFIED VIRAL MOMENTS:
─────────────────────────────────────────────────────────────
1. [Timestamp] - "[Quote/Description]" - Viral Score: X/10
2. [Timestamp] - "[Quote/Description]" - Viral Score: X/10
3. [Timestamp] - "[Quote/Description]" - Viral Score: X/10
4. [Timestamp] - "[Quote/Description]" - Viral Score: X/10
5. [Timestamp] - "[Quote/Description]" - Viral Score: X/10

🎬 CLIP 1: [Clip Title]
─────────────────────────────────────────────────────────────
Source: [Start] - [End] from original
Target Length: [XX seconds]
Best For: [TikTok/Shorts/Reels]

SCRIPT:
[0:00-0:03] HOOK:
"[Opening line]"
Text on screen: "[TEXT]"

[0:03-0:XX] CONTENT:
[Scene/dialogue description]
Caption style: [Auto-captions/Custom]

[0:XX-0:XX] CTA:
"[Closing line]"
Text: "[CTA text]"

EDIT NOTES:
- Music: [Trending sound suggestion or original audio]
- Captions: [Style - bold, animated, etc.]
- Transitions: [Cut type suggestions]
- Speed: [Normal/Speed up sections]

POSTING STRATEGY:
- Platform priority: [TikTok → Shorts → Reels]
- Best posting time: [Based on content type]
- Hashtags: #tag1 #tag2 #tag3

🎬 CLIP 2: [Clip Title]
─────────────────────────────────────────────────────────────
[Same format...]

🎬 CLIP 3: [Clip Title]
─────────────────────────────────────────────────────────────
[Same format...]

📅 RELEASE SCHEDULE:
─────────────────────────────────────────────────────────────
Day 1: Clip 1 (TikTok + Shorts)
Day 3: Clip 2 (TikTok + Reels)
Day 5: Clip 3 (All platforms)
Day 7: Compilation/Best of (if clips perform well)

💡 CROSS-PROMOTION:
─────────────────────────────────────────────────────────────
- Link full video in bio
- Pin comment with full video link
- Add "Full video" text at end
═══════════════════════════════════════════════════════════════

How to Use

From Video File

Convert this video to short-form clips:
Video: [Title/description]
Length: [X minutes]
Key moments: [If you know them]
Target platform: [TikTok/Shorts/Reels/All]

From Transcript

Here's my video transcript. Identify the best clips:
[Paste transcript]

Looking for: [X] clips of [30-60] seconds

From Topic/Script

I'm making a [length] video about [topic].
Help me plan short-form clips in advance.
Key points I'll cover: [list]

Platform-Specific Adaptations

TikTok Optimization

- Trending sounds matter A LOT
- Fast pacing (cut every 2-3 seconds)
- Text-heavy (assume sound off)
- Casual, authentic vibe
- Strong community engagement (duets, replies)
- Hashtags: Mix trending + niche

YouTube Shorts Optimization

- Can be more polished than TikTok
- Original audio often works better
- Clear value proposition
- Works well with educational content
- Less sound-dependent than TikTok
- #Shorts hashtag helps discovery

Instagram Reels Optimization

- Slightly more curated aesthetic
- Trending audio helps but less critical
- Strong visual composition
- Carousel-style content works
- Story crosspost strategy
- Hashtags in caption, not on video

Editing Tips for Conversion

✅ DO:
- Add captions (85% watch muted)
- Use jump cuts to remove dead space
- Add b-roll or visual variety
- Include text overlays for key points
- Match platform's native style
- Trim the fat ruthlessly

❌ DON'T:
- Just crop and post (feels lazy)
- Keep long pauses/transitions
- Use horizontal clips (except split-screen)
- Ignore platform-specific features
- Post same exact clip everywhere
- Forget the CTA

Short-Form Checklist

Before posting each clip:

  • Hook in first 1-2 seconds
  • Captions/text added
  • Vertical format (9:16)
  • No dead space/pauses
  • Clear CTA at end
  • Relevant hashtags
  • Thumbnail/cover selected (if applicable)
  • Links in bio updated
  • Platform-optimized (native features used)

平台分布

Codex

33.6%
按下载量换算53

Claude

28.98%
按下载量换算46

Cursor

19.44%
按下载量换算31

Gemini CLI

8.81%
按下载量换算14

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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