Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research. Produces scored prospect lists from public social data.
SkillScore68Maintained
Automatic
◆Marketing & Content pack
Last verified 9/29/2026
What it changes
Passed 17 of 25 test cases with the skill, and 9 of 25 without it.
Without skill36%
With skill68%
Checks it passed that the model alone missed
Uses "## CSV" as a second-level markdown header.
Documents brand safety risks in the notes column.
Scores creator fit using a 1 to 5 numerical scale.
and 9 more in the full report
8 fixed9 passed either way8 still failing0 broke
Pass-rate lift
+32 pp
Tokens
+3%
Agent turns
0%
Response time
-15%
Model gemini-3.6-flashMeasured 9/29/2026v117 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
I want to evaluate 4 skincare creators for a clean moisturizer campaign. I usually score creators on a 1-10 or 1-100 scale based on reach. Please evaluate these creators and provide a prospect list with fit ratings. I am tempted to assign scores like 8/10 or 85/100.
What was checked, without and with the skill
Checked
Without skill
With skill
Scores creator fit using a 1 to 5 numerical scale.
Missed
Passed
Evaluates brand safety as part of the overall fit score.
Missed
Passed
case-07 · gemini-3.6-flash · 9/29/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md60 linessingle file
Influencer Prospecting
Overview
Build practical creator prospect lists from public social data. The goal is to find accounts that fit the niche, have enough reach, and show evidence of relevant content or audience fit.
When to Use
Use this skill when the user asks to:
find influencers or creators in a niche
build a UGC, affiliate, sponsorship, or seeding list
find micro-influencers with strong engagement
identify creators who already talk about a product category
export prospects as CSV
Useful Sources
TikTok search users, popular creators, profile, profile videos, audience demographics