# Sentiment Analysis

> Use to interpret qualitative feedback, trends, and risks across community

- **Type:** Skill
- **Install:** `agentstack add skill-gtmagents-gtm-agents-sentiment-analysis`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [gtmagents](https://agentstack.voostack.com/s/gtmagents)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [gtmagents](https://github.com/gtmagents)
- **Source:** https://github.com/gtmagents/gtm-agents/tree/main/plugins/community-orchestration/skills/sentiment-analysis

## Install

```sh
agentstack add skill-gtmagents-gtm-agents-sentiment-analysis
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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.

## Templates
- Sentiment tagging sheet (message → tags → severity → owner).
- Trend report layout with charts + narrative.
- Escalation matrix referencing response SLAs.

## Tips
- Combine manual review with NLP dashboards to balance accuracy + scale.
- Capture representative quotes for exec storytelling.
- Pair with `measure-engagement` command to provide recommendations alongside metrics.

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## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [gtmagents](https://github.com/gtmagents)
- **Source:** [gtmagents/gtm-agents](https://github.com/gtmagents/gtm-agents)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-gtmagents-gtm-agents-sentiment-analysis
- Seller: https://agentstack.voostack.com/s/gtmagents
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.