guia-matthieu/clawfu-skills/engagement-analyzer
Claude Code and agent skill by guia-matthieu/clawfu-skills
- community
Checking that the SKILL.md file is still in the repository.
Analyze employee engagement survey data to identify trends, prioritize actions, and design targeted interventions
Install
npx vskill@latest install guia-matthieu/clawfu-skills/engagement-analyzerSKILL.md
Engagement Analyzer
Transform engagement survey data into actionable insights with trend analysis, priority identification, and targeted intervention design.
When to Use This Skill
- Analyzing survey results
- Identifying engagement drivers
- Prioritizing action areas
- Designing interventions
- Tracking improvement
Methodology Foundation
Based on Gallup Q12 framework and Qualtrics engagement research, combining:
- Driver analysis
- Benchmarking
- Action prioritization
- Intervention design
What Claude Does vs What You Decide
| Claude Does | You Decide | |
|---|---|---|
| Analyzes survey data | Survey questions | |
| Identifies patterns | Data collection | |
| Prioritizes actions | Resource allocation | |
| Suggests interventions | Implementation | |
| Creates action plans | Executive priorities |
Instructions
Step 1: Understand Engagement Model
Key Engagement Dimensions:
| Dimension | What It Measures | Example Questions | |
|---|---|---|---|
| Purpose | Connection to mission | "My work has meaning" | |
| Development | Growth opportunity | "I learn and grow here" | |
| Manager | Leadership quality | "My manager supports me" | |
| Team | Collaboration | "My team works well together" | |
| Wellbeing | Work-life balance | "I can manage my workload" | |
| Recognition | Appreciation | "I feel valued for my contributions" |
Step 2: Analyze Results
Analysis Framework:
| Metric | Calculation | Interpretation | |
|---|---|---|---|
| Overall Score | Average of all items | Health indicator | |
| Favorability | % Agree + Strongly Agree | Positive sentiment | |
| eNPS | Promoters - Detractors | Loyalty indicator | |
| Participation | Responses / Invited | Data reliability |
Comparison Points:
- Previous survey (trend)
- Company benchmark
- Industry benchmark
- Team vs. company
Step 3: Identify Priorities
Priority Matrix:
| Score | Impact | Priority | |
|---|---|---|---|
| Low | High | P1 - Critical | |
| Low | Medium | P2 - Important | |
| Low | Low | P3 - Monitor | |
| High | Any | Maintain |
Step 4: Design Interventions
Intervention Types:
| Level | Examples | Timeline | |
|---|---|---|---|
| Quick Wins | Recognition, communication | 0-30 days | |
| Process Changes | Meeting structure, feedback | 30-90 days | |
| Structural Changes | Role design, team structure | 90+ days | |
| Culture Shifts | Values, behaviors | 6+ months |
Step 5: Create Action Plan
Plan Components:
- Priority area
- Root cause hypothesis
- Proposed intervention
- Success metrics
- Owner and timeline
Examples
Example 1: Full Engagement Analysis
Input:
Output:
HIGH IMPACT │ ┌────────────────────┼────────────────────┐ │ P1: CRITICAL │ MAINTAIN │ │ • Wellbeing │ • Purpose │ │ • Development │ • Team │ LOW ├────────────────────┼────────────────────┤ HIGH SCORE│ P2: IMPORTANT │ LEVERAGE │ │ • Recognition │ │ │ • Manager │ │ └────────────────────┴────────────────────┘ LOW IMPACT
Example 2: Quick Pulse Analysis
Input:
Output:
Skill Boundaries
What This Skill Does Well
- Analyzing survey patterns
- Prioritizing action areas
- Designing interventions
- Creating action plans
What This Skill Cannot Do
- Access actual survey data
- Know company-specific context
- Replace qualitative research
- Guarantee improvement
Iteration Guide
Follow-up Prompts:
- "Create focus group questions for [area]"
- "Design intervention for [specific issue]"
- "How do we communicate results to [audience]?"
- "What metrics should we track for [initiative]?"
References
- Gallup Q12 Engagement Framework
- Qualtrics Employee Experience
- Culture Amp Engagement Drivers
- Glint People Science
Related Skills
employee-support- Ongoing supportonboarding-guide- Initial engagementchurn-prediction- Turnover risk
Skill Metadata
- Domain: HR Operations
- Complexity: Intermediate-Advanced
- Mode: centaur
- Time to Value: 2-4 hours per analysis
- Prerequisites: Survey data, company context
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/hr-ops/engagement-analyzer/SKILL.md
Popularity
- Repository stars
- 150
- Repository forks
- 28
- 7-day trend score
- 25
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
- Claude Code
- Cursor
- GitHub Copilot
- Windsurf
- Codex
- Gemini CLI
- Cline
- Amp
- Roo Code
- Goose
- Continue
- Kilo Code
- Junie
- Trae
- OpenHands
- Qwen Code
- AI Agent
- Tabnine Chat
- Sourcegraph Cody
- Amazon Q
- Firebase Genkit
- Sweep
- Devin
- Phind
- Mentat
- Claude Desktop
- Aider
- GPT Pilot
- Plandex
- bolt.new
- v0
- Replit Agent
- Anse
- TypingMind
- BetterChatGPT
- LibreChat
- Warp AI
- Pieces
- Fig AI
Embed badge
[](https://verified-skill.com/skills/guia-matthieu/clawfu-skills/engagement-analyzer)