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training-needs【开发与工程】Analyze skill gaps and prioritize learning investments across the organization
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name: training-needs description: Analyze skill gaps and prioritize learning investments across the organization allowed-tools:
The Training Needs Assessment skill provides capabilities for analyzing skill gaps, prioritizing learning investments, and creating training curricula. This skill enables data-driven learning strategy development and ROI measurement.
const analysisConfig = {
scope: {
type: 'team',
id: 'Engineering-Backend'
},
competencyFramework: 'engineering-technical-v2',
assessmentSources: [
'manager-ratings',
'self-assessment',
'performance-review',
'certification-status'
],
prioritization: {
weights: {
businessImpact: 40,
urgency: 30,
affectedHeadcount: 20,
trainingAvailability: 10
}
},
output: {
heatMap: true,
gapReport: true,
recommendations: true
}
};
const trainingPlan = {
targetRole: 'Senior Software Engineer',
currentLevel: 'Mid-Level',
gaps: [
{ skill: 'System Design', currentLevel: 2, targetLevel: 4, priority: 'high' },
{ skill: 'Cloud Architecture', currentLevel: 3, targetLevel: 4, priority: 'medium' },
{ skill: 'Technical Leadership', currentLevel: 2, targetLevel: 3, priority: 'high' }
],
constraints: {
budget: 5000,
timeframe: '6 months',
maxHoursPerWeek: 4
},
preferences: {
modality: ['online', 'blended'],
certification: true
}
};
This skill integrates with the following HR processes:
| Process | Integration Points |
|---|---|
| training-needs-analysis.js | Full TNA workflow |
| leadership-development-program.js | Leadership training needs |
| succession-planning.js | Development planning |
| Metric | Description | Target |
|---|---|---|
| Gap Coverage | Critical gaps with training available | >90% |
| Training Completion | Enrolled courses completed | >80% |
| Skill Improvement | Pre/post training proficiency gain | >1 level |
| Training ROI | Business value / training cost | >3:1 |
| Time to Proficiency | Days to reach target level | Role-dependent |