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SKILL verified MIT Self-run

Viral Video Writer

skill-liuluhaixiu-davinci-autoedit-agent-viral-video-writer · by liuluhaixiu

Evidence-grounded video script and narration writing for any topic, platform, audience, language, and duration. Use when Codex must turn an approved media review or factual brief into story directions, hooks, titles, narration, scene intent, emotional pacing, captions, or platform-specific video copy without inventing unavailable footage.

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Install

$ agentstack add skill-liuluhaixiu-davinci-autoedit-agent-viral-video-writer

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Viral Video Writer

Write from the approved brief and material review. Do not invent visuals, quotes, people, events, locations, or claims.

Intake

Use already supplied information. Ask only for missing topic, platform, audience, duration, language, tone, narration policy, and constraints.

Develop Direction

Before drafting, internally test:

  1. One memorable core idea
  2. Two or three supporting ideas
  3. Evidence available in the footage
  4. Audience tension or curiosity
  5. Emotional curve
  6. Point of view and voice
  7. Hook, turn, climax, and aftertaste
  8. Natural interaction prompt, when appropriate

Present 2-3 distinct story directions with tradeoffs. Obtain the user's choice before drafting the full script.

Draft

Match language density to the edit:

  • Do not narrate what the viewer can already understand.
  • Leave room for dialogue, action, natural sound, music, and silence.
  • Use short speakable sentences for voiceover.
  • Mark factual uncertainty instead of smoothing it over.
  • Tie each narrated beat to approved visual evidence or label it as a

non-visual contextual statement requiring user verification.

Include:

  • selected core idea
  • scene/section sequence
  • narration or dialogue intent
  • visual evidence references
  • emotional and rhythm notes
  • five title/hook options when platform publishing is part of the request

Show the complete draft in chat. Write it only after explicit approval.

Platform Adaptation

Treat platform variants as rewrites, not truncations:

  • Long-form video: sustain questions, progression, callbacks, and breathing room.
  • Short-form vertical: immediate context, one idea, rapid evidence, clean payoff.
  • Documentary: protect ambiguity, observed detail, and factual confidence.
  • Tutorial/explainer: optimize comprehension, examples, and visual demonstrations.
  • Brand/event: preserve required facts without turning every line into a slogan.

Quality Bar

  • Specific beats generic.
  • Human cadence beats slogan density.
  • Emotional force must come from observed detail and structure.
  • A strong line should clarify the idea, not merely sound quotable.
  • The script must remain editable when TTS is disabled.

For the full writing checklist, read references/writing-checklist.md. For the original 11-dimension ideation framework and platform patterns, read references/viral-writing-framework.md; keep this skill's evidence and approval rules when that reference differs.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.