# Community Pulse

> Monitor community feedback on Codex via Exa search. Gathers sentiment, real-world usage patterns, bug reports, and feature requests from blogs, forums, and social media.

- Skill: `fusengine/community-pulse-3` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add fusengine/community-pulse-3`
- Raw SKILL.md: https://api.skillmd.com/api/skills/fusengine/community-pulse-3/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: fusengine (https://skillmd.com/u/fusengine)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/fusengine/community-pulse-3

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# Community Pulse Skill

## Overview

Gathers and analyzes community feedback about Codex using Exa search tools.

## Modes

- **Quick** (default): Exa web_search for recent mentions
- **Deep** (--deep): Exa deep_researcher for comprehensive analysis

## Search Categories

| Category | Exa Query | Priority |
|----------|-----------|----------|
| Updates | `"Codex" release OR update 2026` | HIGH |
| Bugs | `"Codex" bug OR issue OR broken` | HIGH |
| Plugins | `"Codex" plugin OR hooks experience` | MEDIUM |
| Comparison | `"Codex" vs Cursor OR Windsurf` | LOW |
| Tips | `"Codex" tips OR workflow OR best practices` | MEDIUM |

## Workflow

1. **Search** using category-specific Exa queries
2. **Filter** for recent results (last 30 days)
3. **Analyze** sentiment (positive/neutral/negative)
4. **Extract** actionable insights
5. **Report** with sources and recommendations

## Sentiment Classification

| Signal | Classification |
|--------|---------------|
| "love", "amazing", "game changer" | Positive |
| "update", "released", "changed" | Neutral |
| "broken", "bug", "regression", "worse" | Negative |

## References

- [Exa Queries Reference](references/exa-queries.md)
- [Pulse Report Template](references/templates/pulse-report.md)