Reporting template for tracking sentiment, risks, and advocacy signals across social + community channels.
SkillScore86Maintained
Automatic
◆Marketing & Content pack
Last verified 8/23/2026
What it changes
Passed 19 of 22 test cases with the skill, and 11 of 22 without it.
Without skill50%
With skill86%
Checks it passed that the model alone missed
Specify the use of monitor-community-sentiment for automation
Incorporate KPI tiles and trend graphs into the dashboard layout
Identify specific partnership opportunities alongside top advocates
and 5 more in the full report
8 fixed11 passed either way3 still failing0 broke
Pass-rate lift
+36 pp
Tokens
-2%
Agent turns
0%
Response time
-10%
Model gemini-3.6-flashMeasured 8/23/2026v119 of 22 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
We want to automate the generation of our recurring community sentiment briefing packets. Which specialized skill or function should be paired with the dashboard workflow to handle automated packet generation?
What was checked, without and with the skill
Checked
Without skill
With skill
Specify the use of monitor-community-sentiment for automation
Missed
Passed
case-11 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md25 linessingle file
Community Sentiment Dashboard Skill
When to Use
Weekly/monthly social listening readouts.
Real-time monitoring during launches, incidents, or crisis scenarios.
Executive updates that require quantified sentiment + qualitative insights.
Framework
Signal Sources – social listening feeds, community platforms, support tags, surveys.