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Agent Skill · 研究检索

cold-open-creator(冷开创造者)

cold-open-creator 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。

cold-open-creator 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 67,168。

总安装 250周安装 10GitHub Stars 9下载 81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:cold-open-creator(冷开创造者)
来源仓库:https://github.com/cdeistopened/skill-stack
仓库路径:skills/cold-open-creator
安装命令:
npx skills add https://github.com/cdeistopened/skill-stack --skill cold-open-creator
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/cdeistopened/skill-stack --skill cold-open-creator

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。

创建 25-35 秒的故事性开场白,在张力峰值处中断叙事以吸引听众。适用于播客、音频节目和故事驱动型内容的开头设计场景。使用时基于叙事片段方法,识别关键情节转折点进行剪辑。通过 GitHub 安装,支持主流宿主环境,建议核对内容版权和授权。

cold-open-creator 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/cold-open-creator

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/cdeistopened/skill-stack --skill cold-open-cre…;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

cold-open-creator 怎么安装?

在终端执行 npx skills add https://github.com/cdeistopened/skill-stack --skill cold-open-creator。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

cold-open-creator 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。

cold-open-creator 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。

cold-open-creator 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。

cold-open-creator 用的人多吗?

公开数据是累计安装 250 次,近一周安装 10 次,下载 81 次,GitHub 9 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。

cold-open-creator 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。

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
cold-open-creator

冷开创造者 · 本页

2509权限未标注未明确通过

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

Podcast Cold Open Creator

Purpose

Create 25-35 second cold opens that drop listeners into a story arc - someone who wanted something, encountered obstacles, and figured something out. The cold open cuts at the tension peak, before the resolution.

Core Philosophy: The cold open is not a summary or a trailer. It's a story interrupted at the moment of maximum tension. They should finish the cold open asking "How did we get here?" and "What happens next?"


The Narrative Snippets Method (Primary Approach)

The best cold opens follow recognizable story beats. Instead of searching for "good moments," search for complete story arcs, then cut them at the right point.

The Story Beats

Every compelling story follows this pattern:

BeatWhat HappensCold Open Role
1. SetupProtagonist in their world, pursuing somethingINCLUDE - establishes context
2. DisasterSomething disrupts the status quoINCLUDE - creates tension
3. Failed ApproachThey try the obvious solution, it backfiresINCLUDE - shows stakes
4. New InsightA realization that changes everythingTEASE or CUT HERE
5. ResolutionThey apply the insight, it worksCUT BEFORE THIS
6. ReflectionThe universal takeawayCUT BEFORE THIS

The Rule: Include beats 1-3 (maybe hint at 4). Cut BEFORE beats 5-6. The cold open ends with the question unresolved.

Finding Story Arcs in Transcripts

Scan for these signal phrases:

Disaster signals:

  • "Then everything fell apart..."
  • "I was diagnosed with..."
  • "The call came and they said no..."
  • "I realized I was doing it wrong..."

Failed approach signals:

  • "I tried X but it didn't work..."
  • "We did everything we were supposed to..."
  • "Most people just accept it and move on..."

Insight signals (CUT HERE OR JUST BEFORE):

  • "Then I realized..."
  • "That's when it clicked..."
  • "So what we do instead is..." [CUT]
  • "The real reason was..." [CUT]

Example: The Schultz Story

Full arc (as it might appear in transcript):

  1. Setup: Schultz flew to SF for a dinner meeting, hoping to get a job at Starbucks. He'd spent a year flying back and forth.
  2. Optimism: "The dinner went exceptionally well. I was convinced I had the job sown up."
  3. Disaster: "I'm sorry Howard, I have bad news... It's too risky, too much change."
  4. Failed approach (what most do): "Most people, when turned down for a job, just go away."
  5. Different response: "But this was a turning point in my life. It had to happen."
  6. Makes case: "Jerry, you're making a terrible mistake... This isn't about me, it's about you."
  7. Resolution: "I'm sorry about the twenty-four hour impasse. We're going forward."
  8. Success: Five years later, bought the company, grew to 40,000 stores.
  9. Reflection: "Life is a series of near misses. But a lot of what we ascribe to luck is not luck at all."

For cold open: Include beats 1-4. Hint at beat 5. CUT before beat 7.

Cold open version:

"The dinner went exceptionally well. I was convinced I had the job sown up." [beat] "I'm sorry Howard, I have bad news... It's too risky, too much change." [beat] "Most people, when turned down for a job, just go away." [beat] "But this was a turning point in my life. It had to happen. So I called him back the next day and said—" [CUT]

The listener NEEDS to know what Schultz said. That's the hook.

When to Use This Skill

Use this skill when you need to:

  • Create cold opens for podcast episodes
  • Hook listeners in the first 25-35 seconds
  • Find story arcs or scenes that best represent the episode
  • Rearrange existing transcript clips to maximize tension and curiosity
  • Create a sense of "you're already late to this conversation"

Two Approaches

Approach A: Narrative Snippets (Preferred)

Use when the episode contains personal stories with clear arcs - someone who wanted something, faced obstacles, figured something out. Works best for:

  • Origin stories
  • Failure-to-success journeys
  • Realization/discovery moments
  • Before/after transformations

Approach B: Scene Selection (Fallback)

Use when the episode is more philosophical/conversational without clear narrative arcs. Works best for:

  • Expert interviews about concepts
  • Debates or discussions
  • Episodes heavy on advice/tips rather than stories

Decision rule: Scan the transcript for story arcs first. If you find one with beats 1-4 clearly present, use Approach A. If the content is more abstract/conceptual, use Approach B.


The Fundamental Constraint

You have ONLY TWO tools:

  1. CUTTING — Delete portions of what was said (or what wasn't said)
  2. REARRANGING — Change the order clips appear (non-chronological)

You CANNOT:

  • Add words that weren't spoken
  • Paraphrase or reword
  • Create new dialogue
  • Add voiceover or narration
  • Change the meaning of what was said

The Art: Like a documentary editor selecting and sequencing pre-shot footage to tell a different story than the chronological one that actually happened.


The Descript Elements: What Makes a Cold Open Work

1. The Scene

Find the exact right moment—something small that encapsulates the big themes. Something specific that also gestures toward the general.

Questions to ask:

  • What moment in this episode keeps bringing me back?
  • What's an anecdote or revelation that made me lean in?
  • Is there a conflict, realization, or shift happening?
  • What's an inflection point where something changed?

2. The Character

Get them on the page in ACTION, not passively described.

In a podcast context, this means:

  • Start with the guest (or host) doing or revealing something specific
  • Don't introduce them abstractly ("Dr. Amy Moore is a psychologist...")
  • Show them in the middle of something that matters

3. The Stakes

Make us understand what's at stake for the character or listener.

Examples of stakes:

  • "Her next paycheck depends on it"
  • "These kids don't have the tools to succeed"
  • "If we don't understand this, we'll keep making the same mistake"
  • "This changed everything about how I parent"

4. The Conflict/Shift

Find moments of friction, surprise, or expectation-violation.

Look for:

  • Contradiction hooks (what we think vs. what's true)
  • Surprising revelations (we expected one thing, got another)
  • Moments of struggle or realization
  • Points where the character's perspective changed

5. The Setup/Tease

End by gesturing toward what's to come without giving it away.

The tease should:

  • Leave a question unanswered
  • Hint at a bigger pattern or insight
  • Make the listener curious about how we got here
  • Promise there's more to understand

The Workflow: 4 Steps

Step 1: Find Story Arcs (Narrative Snippets Approach)

First pass: Scan the transcript for complete story arcs - someone who wanted something, encountered obstacles, figured something out.

Signal phrases for story arcs:

BeatSignal Phrases
Setup"Back then I was..." / "I had been trying to..." / "For years I thought..."
Disaster"Then everything fell apart..." / "I was diagnosed with..." / "The call came and they said no..."
Failed Approach"I tried X but..." / "We did everything we were supposed to..." / "Most people just accept it..."
Insight"Then I realized..." / "That's when it clicked..." / "So what we do instead is..."

If you find a story arc with beats 1-4: Use the Narrative Snippets approach. Extract the arc, identify where to cut (after beat 3 or partway through beat 4).

If no clear story arcs: Fall back to Scene Selection approach below.


Step 1B: Scene Selection (Fallback)

For episodes without clear narrative arcs, scan for standalone moments:

Inflection Points (moments of shift):

  • "I was diagnosed with ADHD..."
  • "Then everything changed..."
  • "I realized I was doing it wrong..."

Vulnerability Moments (personal stakes):

  • "I failed college twice..."
  • "My kid couldn't spell his own name..."
  • "I was terrified..."

Contradiction Moments (what we think vs. reality):

  • "We thought he was defiant, but actually..."
  • "Most people believe X, but the research shows..."
  • "It looks like they're ignoring you, but really..."

Surprising Insights (research or data):

  • "5,000 studies showed that..."
  • "The weakest skill wasn't attention, it was..."
  • "What nobody talks about is..."

Choose ONE scene that:

  • Contains a character (ideally the guest)
  • Shows them doing or revealing something
  • Has stakes attached
  • Hints at a bigger theme
  • Creates a natural question or gap

Step 2: Extract Clips from That Scene

Now that you know your scene, find all the verbatim clips within and around it.

Pull clips that show:

  1. The setup — Where is this character? What are they in the middle of?
  2. The character — Who are they? What are they struggling with or realizing?
  3. The conflict — What's the tension or contradiction?
  4. The shift — What changed or what's surprising?
  5. The tease — What question does this leave unanswered?

Document each clip with:

  • Speaker name
  • Exact timestamp
  • Verbatim quote
  • Approximate duration (~3-8 seconds each)

Step 3: Arrange for Narrative Arc (Not Chronological Order)

Now rearrange these clips to tell a more dramatic story than the original sequence.

The Descript Arc Structure:

  1. Scene/Setup (2-3 sec) — Drop us into the moment
  2. Character (3-5 sec) — Who is this person? Show them in action
  3. Conflict/Shift (4-6 sec) — What's the tension or surprise?
  4. Stakes (2-3 sec) — Why does this matter?
  5. Tease (2-3 sec) — What question are we left with? [CUT mid-thought or mid-revelation]

Key principle: You are NOT arranging chronologically. You are arranging for maximum emotional/intellectual impact.

Example false chronology:

  • Original order in episode: Background → Struggle → Revelation → Action
  • Cold open order: Revelation → Struggle → Background → Action (cuts before answer)

Step 4: Quality Control Against the 5 Tests

The Stranger Test

  • Would someone with zero context be intrigued?
  • Does it create questions rather than provide answers?

The Itch Test

  • Does it create an unbearable need to know more?
  • Would you feel frustrated if the episode ended here?

The Stakes Test

  • Is it clear why this matters?
  • Does the listener care about the character or outcome?

The Tease Test

  • Does it hint at something without giving it away?
  • Are we left wondering "how?" or "what next?"

The Emotion Test

  • Does the listener feel something in the first 5 seconds?
  • Is the emotional arc clear?

Pass at least 4 out of 5 = good cold open.


Technical Rules

Timing

  • Total length: 25-35 seconds
  • Individual clips: 3-8 seconds each (no clip under 2 seconds, no clip over 10 seconds)
  • No more than 5-6 clips (too many quick cuts = disorienting)

Audio Quality

  • Complete thoughts only — Even if cut mid-sentence, must be processable
  • Preserve natural speech flow — Don't create choppy, robotic exchanges
  • Use speaker changes for rhythm — Back-and-forth creates momentum
  • End on an open question or incomplete thought — Maximum curiosity

The Cliffhanger (Non-Negotiable)

Every cold open MUST end with an unresolved moment. This cliffhanger must be 100% verbatim from the transcript.

Types of cliffhangers:

  • Unfinished statement: "So what we do instead is..." [CUT]
  • Unfinished question: "And the real reason was..." [CUT]
  • Shocking statement with no explanation: "We were looking at the wrong thing entirely..." [CUT]
  • Promise of revelation: "But there's one thing nobody talks about..." [CUT]

Output Format

Create a file: [Episode_Name]_Cold_Open.md

# Cold Open - [Episode Title]

## The Scene
[1-2 sentences describing which moment encapsulates the episode]

## Clips (In Order)

**Clip 1** | **[Speaker]** | [Timestamp] | ~[X] seconds
"[EXACT VERBATIM QUOTE]"

**Clip 2** | **[Speaker]** | [Timestamp] | ~[X] seconds
"[EXACT VERBATIM QUOTE]"

[Continue for all clips...]

## Structure

**Arc:** [Describe the narrative arc: Setup → Character → Conflict → Stakes → Tease]
**Spine:** [What's the core tension? Contradiction? Shift?]
**Total Length:** [X seconds]

## The Cliffhanger

**Type:** [Unfinished statement / Unfinished question / Shocking statement / Promise of revelation]
**Line:** "[EXACT VERBATIM QUOTE - must end cold open]"

## Why This Works

[2-3 sentences: What makes this scene powerful? What questions does it create? Why will someone keep listening?]

---

## Testing Results

- [ ] Stranger Test: PASS / FAIL
- [ ] Itch Test: PASS / FAIL
- [ ] Stakes Test: PASS / FAIL
- [ ] Tease Test: PASS / FAIL
- [ ] Emotion Test: PASS / FAIL

**Final Score: X/5**

Common Mistakes to Avoid

❌ The Scene Selection Trap

Mistake: Picking a "important" moment that doesn't actually encapsulate the episode or create curiosity Fix: Ask "Would a stranger care about this?" Pick moments with built-in drama, conflict, or surprise

❌ The Chronological Edit

Mistake: Arranging clips in the order they appeared in the episode Fix: Deliberately rearrange to tell a different, more dramatic story. Start with the end result, jump to the problem, tease the solution

❌ The Exposition Trap

Mistake: Explaining who the guest is or why they're talking Fix: Drop listeners in the middle. Let them figure out the context through what's being said

❌ The Over-Explanation

Mistake: Including too many clips or clips that resolve the tension Fix: Cut ruthlessly. The cold open is not the full story—it's a teaser

❌ The Resolution Error

Mistake: Ending with the answer or solution revealed Fix: End with a question, a shift, a surprise—something that makes listeners want more

❌ The Choppy Cut

Mistake: Cutting mid-word or creating unnatural pauses that make the audio feel edited Fix: Cut at natural sentence breaks or at places where the speaker naturally paused


Related Skills

  • youtube-clip-extractor — Identifies and extracts best moments for short-form clips (TikTok, Instagram Reels)
  • youtube-title-creator — Creates titles that pair with cold opens

Key Insight

A cold open is not:

  • A summary of the episode
  • A movie trailer
  • An explanation of what's to come
  • A highlight reel

A cold open IS:

  • A scene that encapsulates the episode's themes
  • A moment that creates immediate curiosity
  • A psychological hook that makes NOT listening feel like a mistake
  • An invitation into the middle of something important

If listeners finish your cold open thinking "I need to hear the rest of this episode to understand what's happening," you've succeeded.

平台分布

Codex

35.12%
按下载量换算28

Claude

30.11%
按下载量换算24

Cursor

15.92%
按下载量换算13

Gemini CLI

8.9%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

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。目前只有一个公开来源,建议同时核对源仓库。

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