AgentSkillsCN

Story Explanation

故事阐释

SKILL.md

Story Explanation Skill

Use this skill when creating engaging narrative summaries of technical content, research, or complex topics.

Overview

This skill transforms dry information into compelling narratives. Instead of generic summaries, it uses deep thinking to explore multiple story framings and select the most engaging approach.

When to Use

Activate this skill when:

  • User requests a "story explanation" or "narrative summary"
  • Content needs to be explained conversationally
  • Finding the strongest narrative hook matters
  • Technical content needs to be accessible to a broader audience

The Process

1. Extract Core Content

  • Identify the main subject and key facts
  • Note what makes this interesting or important
  • Find the human element or real-world impact

2. Explore Narrative Angles

Before writing, consider 5+ different story framings:

Possible Angles:

  • The Problem/Solution arc
  • The Origin Story (how did this come to be?)
  • The Comparison (old way vs. new way)
  • The Stakes (what happens if we ignore this?)
  • The Journey (following someone through the experience)
  • The Surprise (counterintuitive finding)
  • The Conflict (competing approaches or ideas)
  • The Future Vision (where this leads)

3. Select Best Framing

Choose the angle that:

  • Creates genuine curiosity
  • Makes the topic relatable
  • Avoids obvious or cliché approaches
  • Fits the target audience

4. Craft the Narrative

Output Formats

1. Three-Part Narrative (Default)

code
HOOK: [Opening that creates curiosity - 1-2 sentences]

BODY: [The story with key information woven in - 3-5 sentences]

CLOSE: [Landing that reinforces the takeaway - 1-2 sentences]

2. With Source Links

When sources need attribution:

code
[Narrative with inline source citations as markdown links]

Sources:
- [Source 1](URL)
- [Source 2](URL)

3. Abridged (Ultra-Concise)

For quick summaries:

code
1. [Key point 1]
2. [Key point 2]
3. [Key point 3]
4. [Key point 4]
5. [So what/takeaway]

4. Video Script Ready

For content that will be spoken:

code
[Opening hook - designed for the first 5 seconds]

[Context - what the audience needs to know]

[The meat - the actual explanation, conversational]

[Callback to hook - tie it together]

[CTA or transition to next topic]

Voice Guidelines

Content should sound like explaining something to a curious friend:

  • Casual and direct
  • Genuinely curious
  • Natural rhythm and pacing
  • No forced enthusiasm

Avoid

  • Journalistic clichés: "game-changer", "paradigm shift", "revolutionary"
  • Corporate speak: "leverage", "synergy", "best-in-class"
  • Hedging: "might", "could possibly", "it seems"
  • Filler: "basically", "actually", "you know"

Instead Use

  • Concrete specifics over vague claims
  • Active voice over passive
  • "You" and "we" to include the audience
  • Analogies that connect to familiar experiences

Examples

Bad: Generic Summary

"This article discusses the benefits of containerization technology and how it can improve software deployment processes."

Good: Story Explanation

"Imagine shipping furniture, but you can only wrap each piece individually. Now imagine inventing the shipping container - suddenly everything travels in one standardized box. That's what Docker did for software. Instead of wrestling with 'it works on my machine', developers package everything their code needs into a container that runs identically everywhere."

Bad: Dry Technical

"The study found a 47% improvement in processing speed when using the new algorithm."

Good: Narrative Framing

"For years, this calculation took long enough that engineers would grab coffee while waiting. The new approach finishes before they can stand up. That 47% speed boost translates to real time saved, compounding with every run."

Integration with Content Creation

This skill feeds directly into:

  • Video introductions and hooks
  • Blog post openings
  • Stream explanations of complex topics
  • Social media summaries

When used with the content-creation skill, story explanations provide the narrative backbone that makes technical content engaging.