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Scan social platforms for top-performing content by engagement before you create anything.
Passed 16 of 22 test cases with the skill, and 9 of 22 without it.
and 11 more in the full report
10 fixed7 passed either way4 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
After research shows TikTok comparisons with bold_claim hooks are the highest performing content for 'AI slide generators', which specific downstream skill should be named to write the script?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends tiktok-script-writer as the next skill to execute. | Missed | Passed |
The instructions your model reads when the skill loads.
Scan YouTube, TikTok, X, and Reddit for top-performing content by real engagement data. Find winning formats, hooks, and content gaps — before you create anything. Stop guessing what works. See what's already winning, then build on proven patterns.
This skill is the data foundation for the entire content pipeline. Run it first,
then feed its output into content-angle-ranker, viral-post-writer, tiktok-script-writer,
or any S2/S3 content skill.
This skill belongs to Stage S1: Research
keyword: string # (required) Search keyword — "AI video tools", "email marketing tips"
platforms: string[] # (optional, default: ["youtube", "tiktok"])
# Options: "youtube" | "tiktok" | "x" | "reddit"
sort_by: string # (optional, default: "engagement_score")
# Options: "views" | "likes" | "engagement_score" | "recency"
time_range: string # (optional, default: "30d") "7d" | "30d" | "90d" | "all"
limit: number # (optional, default: 20) Max content pieces to analyze
product: object # (optional) Specific product to focus on
name: string # "HeyGen"
url: string # "https://heygen.com"
No api_config needed in input — skills auto-detect configuration from conversation
context, project settings, or CLAUDE.md. See shared/references/social-data-providers.md
test cases passed, vs 9 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.