Individual skill
viral-score
Use to judge whether a short-form clip is worth publishing — scores a reel, short or podcast excerpt 0-100 on ten weighted criteria with automatic penalties, then ranks a batch and says where the cut-off falls. Run it on transcript candidates before rendering. NOT writing the hook or caption (that is `shortform-packaging`), NOT inventing the idea (that is `shortform-ideation`), NOT executing the edit (that is `shortform-editing`).
skills/viral-score/SKILL.md
Source commit d9d6bb338f66cc1e23998585e580a0ea45bbcb82
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- Yes
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- Yes
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- Observed behavior
- Instructions only
- Last checked
- Nov 10, 2026
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Repository context
- Repository stars (not skill ratings)
- 574
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- agentic-ai Repository topic
- ai-agents Repository topic
- ai-coding Repository topic
- claude-code Repository topic
- cli Repository topic
- cline Repository topic
- codex Repository topic
- coding-assistant Repository topic
- cursor Repository topic
- viral Declared skill tag
- score Declared skill tag
- rubric Declared skill tag
- shortform Declared skill tag
- reels Declared skill tag
- shorts Declared skill tag
- tiktok Declared skill tag
- ranking Declared skill tag
- evaluation Declared skill tag
- retention Declared skill tag
- writing Derived category
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SKILL.mdcore · 5,757 bytesevals/README.mddoc · 1,082 bytesevals/cases.yamlasset · 2,902 bytes
Read excerpt
# viral-score — is this clip worth publishing?
A fixed rubric for scoring a vertical clip's chance of travelling. Its value is that it is
**fixed**: the same clip scores the same on Monday and Friday, and two clips are comparable
because they were measured with the same instrument.
So **do not substitute your own judgment for the rubric and do not adjust the weights.** If a clip
has a quality the rubric does not capture, say so in the reasons — but score it with this.
Score candidates **before rendering** whenever you can. Judging a transcript excerpt costs seconds;
editing a clip that gets discarded costs an afternoon.
## The ten criteria
