Quote Card Batch from Transcripts and Articles

Pulls exact, context-safe quotes from your episodes or articles and turns them into scored quote cards with captions, alt text, and a CSV.

Content & Copyquote-cardscontent-repurposing
by AgentVoltv1.0.0
Free to sign up · every skill included with AgentVolt Pro

Before & after

Same prompt, same agent — the only difference is the skill.

Prompt“Extract key quotes from this interview transcript.”
Beforegeneric AI agent
I can look through the transcript and pull out some interesting quotes for you. It depends what kind of quotes you're looking for—are you trying to highlight the most insightful moments, or just pull out anything memorable? Some quotes might need context to make sense when you pull them out of the full conversation. You could also repurpose them across different platforms if you wanted. What's the interview about, and how are you planning to use these quotes?
Afterwith Quote Card Batch from Transcripts and Articles
QUOTE EXTRACTION & CARD COPY (from transcript)

QUOTES EXTRACTED (top 8, ranked by impact + platform fit)
1. "I made 14K this month without going viral" (context: month 6 of channel)
   → Short-form hook; frames abundance as accessible
   → Card copy: "Building income without the viral dependency. Here's what worked."

2. "The algorithm doesn't want you to see this" (context: discussing content strategy)
   → Counterintuitive claim; drives curiosity
   → Card copy: "Why most creators ignore this one channel growth lever."

3. "Mistakes taught me more than wins" (context: reflecting on first year)
   → Vulnerability + wisdom combo; high engagement
   → Card copy: "The failures nobody talks about (but everyone should learn from)."

4. "Three-video rotation generated 200 subs per day" (specific metric)
   → Concrete proof point; credibility signal
   → Card copy: "One creator's playlist system added 6K subscribers in 30 days."

CARD FORMAT (Instagram Reels, TikTok)
• Quote over visual (interview footage or B-roll)
• Your name + context label (e.g., "on building an audience")
• Font: Bold, 18pt+, high contrast
• Music: Sync with your brand music cue from music-planner skill

BATCH OUTPUT (ready to post)
→ 8 quote cards (one per day, Mon-Fri + 3 bonus weekend)
→ All copy on-brand, 15 sec per card
→ Suggested posting time: 6 PM (based on your audience insights)

About this skill

Your quote cards either sound like generic motivational posters or only make sense if people heard the full episode. Worse, the "quote" got polished along the way and your guest never actually said it. This skill pulls lines that work with no context and keeps the speaker's real words. It turns them into a batch of cards you can hand to a designer or load into a bulk-design tool.

What it does

  • Runs a standalone test on every candidate line and cuts any that depend on an unseen "this," an earlier question, or a callback
  • Keeps quotes verbatim and labels every edit (filler removed, bracketed clarification, ellipsis), so nothing gets put in a speaker's mouth
  • Catches context traps such as sarcasm, hypotheticals, steelmanned opposing views, lines walked back a sentence later, and hedges that a card would drop
  • Scores lines on standalone strength, specificity, tension, voice, and length, and cuts platitudes instead of padding the batch
  • Writes the card copy: line breaks, one highlight phrase, attribution, a caption that adds context, alt text, and a posting order that mixes themes
  • Exports a CSV for bulk-design tools when you need a month of cards

What you get

A ranked batch of quote cards. Each one has the exact quote, its source timestamp, an edit label, a score, layout lines, a highlight, attribution, a caption, and alt text. You also get a list of rejected lines with the reason for each, plus a CSV when the batch is large.

Best for

Podcasters, YouTubers, newsletter writers, and social managers who turn long interviews, talks, or articles into a week or a month of static quote posts.

SKILL.md preview

SKILL.md
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name: quote-card-batch-from-transcripts

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