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Monitor brand, competitors, and industry trends across social media — early crisis detection and content opportunity discovery
Passed 14 of 22 test cases with the skill, and 9 of 22 without it.
and 6 more in the full report
6 fixed8 passed either way7 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our social media team is reviewing their weekly quality control checklist for niche research execution. How many hot topics or trends must be identified each week during the research process?
| Checked | Without skill | With skill |
|---|---|---|
| requires identifying at least 10 topics per week in the weekly research checklist | Missed | Passed |
The instructions your model reads when the skill loads.
Listen before you speak. Understand what customers are saying, how they feel, and where the market is headed — before competitors do.
Ask up to 4 questions:
LISTEN — Collect mentions, comments, reviews, related posts
|
ANALYZE — Classify sentiment, identify trends, detect anomalies
|
REPORT — Aggregate into weekly/monthly reports with clear insight
|
ACT — Respond, adjust strategy, manage crises
| Channel | Content type | How to monitor | Frequency |
|---|---|---|---|
| Twitter / X | Mentions, threads, retweets | Native search + saved searches + Tweetdeck | Daily |
| Subreddit discussions, AMAs | Subreddit search + Reddit RSS | Daily | |
| TikTok | Comments, duets, stitches, hashtags | Hashtag search + comments on brand videos | Daily |
test cases passed, vs 9 / 22 without
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