Individual skill
sentiment-analysis
Use to interpret qualitative feedback, trends, and risks across community channels.
plugins/community-orchestration/skills/sentiment-analysis/SKILL.md
Source commit 78e0419f4440bcb43bc80127e174ecf5adef1753
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Instructions only
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 438
- Repository last updated
- Apr 3, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 1,323 bytes
Read excerpt
# Community Sentiment Analysis Skill
## When to Use
- Monitoring community tone during launches, incidents, or roadmap changes.
- Preparing executive updates that require member sentiment context.
- Prioritizing response or enablement efforts based on emerging themes.
## Framework
1. **Signal Sources** – forums, chat transcripts, surveys, social listening, support tickets.
2. **Tagging Schema** – categorize by emotion, topic, product area, persona, and severity.
3. **Trend Analysis** – track frequency over time, correlate with launches or incidents.
4. **Risk Scoring** – define thresholds for escalation (negative volume, influencer involvement, compliance).
5. **Action Loop** – translate findings into comms responses, content updates, or product feedback tasks.
