sf-agent-framework
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AI Agent Orchestration Framework for Salesforce Development - Two-phase architecture with 70% context reduction
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Markdown
# Curriculum Development Task
This task guides the systematic creation of comprehensive Salesforce training
curricula that align with organizational objectives and user needs.
## Purpose
Enable training specialists to:
- Design structured learning pathways
- Create role-specific training programs
- Develop competency-based curricula
- Align training with business outcomes
- Ensure scalable learning solutions
## Prerequisites
- Completed training needs assessment
- Defined learning objectives and outcomes
- Access to Salesforce features and functionality
- Understanding of adult learning principles
- Stakeholder alignment on training goals
## Curriculum Development Framework
### 1. Learning Architecture
**Competency Model**
```yaml
Core Competencies:
Platform Basics:
- Navigation and UI
- Data model understanding
- Security concepts
- Basic configuration
Role-Specific Skills:
Sales:
- Lead management
- Opportunity tracking
- Quote generation
- Pipeline reporting
Service:
- Case management
- Knowledge base
- Omni-channel
- SLA monitoring
Marketing:
- Campaign management
- Lead nurturing
- Journey builder
- Analytics
Advanced Capabilities:
- Automation tools
- Custom development
- Integration concepts
- Administration
```
**Learning Pathways**
```markdown
## Learning Journey Structure
### Foundation Level (Week 1-2)
- Platform orientation
- Basic navigation
- Core concepts
- Initial hands-on
### Intermediate Level (Week 3-6)
- Role-specific features
- Process workflows
- Data management
- Basic customization
### Advanced Level (Week 7-12)
- Complex scenarios
- Integration usage
- Performance optimization
- Best practices mastery
### Expert Level (Ongoing)
- Innovation projects
- Mentoring others
- Process improvement
- Thought leadership
```
### 2. Curriculum Design Principles
**Adult Learning Integration**
```yaml
Andragogy Principles:
Self-Direction:
- Learner-controlled pacing
- Optional deep-dives
- Choice in learning methods
Experience-Based:
- Real scenario practice
- Case study analysis
- Peer sharing sessions
Problem-Centered:
- Business challenge focus
- Immediate applicability
- Just-in-time learning
Motivation:
- Clear value proposition
- Career development paths
- Recognition programs
```
**Engagement Strategies**
```markdown
## Multi-Modal Learning Design
1. **Visual Learning**
- Interactive diagrams
- Process flowcharts
- Video demonstrations
- Infographic summaries
2. **Kinesthetic Learning**
- Hands-on exercises
- Sandbox practice
- Simulation environments
- Building activities
3. **Auditory Learning**
- Expert interviews
- Podcast series
- Discussion forums
- Verbal explanations
4. **Social Learning**
- Peer collaboration
- Group projects
- Knowledge sharing
- Mentorship programs
```
## Implementation Steps
### Step 1: Content Architecture Design
**Learning Module Structure**
```json
{
"module": {
"title": "Lead Management Mastery",
"duration": "2 hours",
"prerequisites": ["Platform Basics"],
"learning_objectives": [
"Create and qualify leads effectively",
"Implement lead scoring strategies",
"Configure lead assignment rules"
],
"content_blocks": [
{
"type": "concept_introduction",
"duration": "15 minutes",
"method": "video + reading"
},
{
"type": "guided_practice",
"duration": "45 minutes",
"method": "hands-on exercise"
},
{
"type": "knowledge_check",
"duration": "10 minutes",
"method": "quiz + reflection"
},
{
"type": "real_world_application",
"duration": "45 minutes",
"method": "scenario practice"
},
{
"type": "wrap_up",
"duration": "5 minutes",
"method": "summary + next steps"
}
]
}
}
```
### Step 2: Content Development Process
**Content Creation Workflow**
```markdown
1. **Research Phase**
- Feature documentation review
- Best practices compilation
- Expert interviews
- User journey mapping
2. **Design Phase**
- Storyboard creation
- Interactive element planning
- Assessment design
- Resource preparation
3. **Development Phase**
- Content authoring
- Media production
- Platform configuration
- Quality assurance
4. **Review Phase**
- SME validation
- Accessibility check
- User testing
- Stakeholder approval
```
**Content Types and Templates**
```yaml
Instructional Content:
Videos:
- Screen recordings with narration
- Expert presentations
- User testimonials
- Process walkthroughs
Documents:
- Step-by-step guides
- Quick reference cards
- Best practices guides
- Troubleshooting resources
Interactive:
- Simulations
- Branching scenarios
- Virtual labs
- Gamified exercises
Assessment Content:
Formative:
- Knowledge checks
- Practice exercises
- Self-assessments
- Peer reviews
Summative:
- Module exams
- Practical demonstrations
- Project submissions
- Competency evaluations
```
### Step 3: Technology Integration
**Learning Management System Setup**
```xml
<!-- LMS Configuration Example -->
<course>
<metadata>
<title>Salesforce Sales Cloud Fundamentals</title>
<duration>40 hours</duration>
<difficulty>Beginner</difficulty>
<tags>sales, crm, fundamentals</tags>
</metadata>
<structure>
<module id="1" title="Platform Overview">
<lesson id="1.1" title="Navigation Basics" type="interactive"/>
<lesson id="1.2" title="Data Model" type="video"/>
<assessment id="1.3" title="Module 1 Quiz" type="quiz"/>
</module>
</structure>
<completion_criteria>
<min_score>80</min_score>
<required_activities>all</required_activities>
<time_limit>30_days</time_limit>
</completion_criteria>
</course>
```
**Salesforce Integration Algorithm**
### Training Progress Tracking Algorithm
**Algorithm: Update Learner Progress**
```
INPUT: learnerId, moduleId, completionPercentage
PROCESS:
1. CREATE progress record with:
- Link to learner ID
- Link to module ID
- Set completion percentage value
- Record current timestamp as last accessed
- IF completion percentage >= 100 THEN
SET status = "Completed"
ELSE
SET status = "In Progress"
2. UPSERT progress record using unique key constraint
- IF record exists: UPDATE existing
- IF new: INSERT new record
3. RETURN success/failure status
```
**Algorithm: Award Certification**
```
INPUT: learnerId, certificationType
PROCESS:
1. CREATE certification record with:
- Link to learner ID
- Set certification type
- Set earned date = current date
- Set status = "Active"
- Calculate expiration = current date + 2 years
2. VALIDATE certification eligibility:
- Check prerequisites completed
- Verify assessment scores meet threshold
- Confirm all required modules completed
3. INSERT certification record
4. TRIGGER notification to learner
5. UPDATE learner profile with new certification
6. RETURN certification ID
```
## Content Quality Framework
### Learning Design Standards
```markdown
## Content Quality Checklist
### Instructional Design
- [ ] Clear learning objectives defined
- [ ] Content aligned with objectives
- [ ] Appropriate difficulty progression
- [ ] Multiple learning modalities used
- [ ] Regular knowledge checks included
### Technical Standards
- [ ] Mobile-responsive design
- [ ] Accessibility compliance (WCAG 2.1)
- [ ] Fast loading times (<3 seconds)
- [ ] Cross-browser compatibility
- [ ] Offline capability where needed
### Content Standards
- [ ] Accurate and up-to-date information
- [ ] Clear, jargon-free language
- [ ] Consistent branding and style
- [ ] Appropriate media quality
- [ ] Comprehensive coverage of topics
```
### Assessment Design
```yaml
Assessment Strategy:
Formative Assessment:
- Frequency: Every 10-15 minutes
- Purpose: Check understanding
- Format: Quick polls, drag-and-drop
- Feedback: Immediate, corrective
Summative Assessment:
- Frequency: End of module/course
- Purpose: Measure achievement
- Format: Comprehensive scenarios
- Feedback: Detailed, developmental
Authentic Assessment:
- Format: Real-world projects
- Evaluation: Performance-based
- Timeline: Extended periods
- Support: Mentorship available
```
## Specialized Curriculum Types
### Role-Based Curricula
```markdown
## Sales Representative Curriculum
### Month 1: Foundation
- Salesforce basics and navigation
- Lead and contact management
- Opportunity pipeline basics
- Activity tracking and logging
### Month 2: Process Mastery
- Lead qualification frameworks
- Opportunity stage management
- Quote and proposal generation
- Forecasting fundamentals
### Month 3: Advanced Skills
- Territory and account planning
- Advanced reporting and dashboards
- Sales process automation
- Collaborative selling techniques
### Month 4: Optimization
- Performance analytics
- Process improvement
- Integration with other tools
- Leadership and mentoring
```
### Feature-Specific Training
```yaml
Lightning Experience Migration:
Pre-Migration:
- Current state assessment
- Change impact analysis
- Stakeholder preparation
- Timeline communication
During Migration:
- Side-by-side comparisons
- Feature mapping guides
- Quick reference materials
- Just-in-time support
Post-Migration:
- New feature exploration
- Productivity optimization
- Advanced capabilities
- Continuous improvement
New Release Training:
Preparation:
- Feature impact assessment
- Priority feature identification
- Training material updates
- Communication planning
Delivery:
- "What's New" sessions
- Feature deep-dives
- Hands-on practice
- Q&A sessions
Follow-up:
- Adoption monitoring
- Additional support
- Success story sharing
- Feedback collection
```
## Measurement and Iteration
### Curriculum Effectiveness Metrics
```json
{
"learning_metrics": {
"completion_rates": {
"target": "85%",
"measurement": "learners completing all modules"
},
"knowledge_retention": {
"target": "80%",
"measurement": "post-training assessment scores"
},
"skill_application": {
"target": "75%",
"measurement": "on-the-job performance improvement"
},
"learner_satisfaction": {
"target": "4.5/5",
"measurement": "course evaluation ratings"
}
},
"business_impact": {
"productivity_gain": "25% improvement in task completion time",
"error_reduction": "40% decrease in process errors",
"adoption_rate": "90% active usage within 30 days",
"support_reduction": "50% fewer help desk tickets"
}
}
```
### Continuous Improvement Process
```markdown
## Curriculum Review Cycle
### Monthly Reviews
- Learner feedback analysis
- Completion rate monitoring
- Content usage analytics
- Quick fix implementations
### Quarterly Updates
- Content accuracy verification
- New feature integration
- Assessment effectiveness review
- Stakeholder feedback incorporation
### Annual Overhaul
- Complete curriculum audit
- Learning outcome reassessment
- Technology platform evaluation
- Strategic alignment review
### Ongoing Optimization
- A/B testing of content approaches
- Personalization algorithm improvements
- Accessibility enhancement
- Mobile experience optimization
```
## Tools and Resources
### Development Tools
- Articulate Storyline 360
- Adobe Captivate
- Camtasia for screen recording
- Figma for design mockups
- LMS integration APIs
### Content Libraries
```yaml
Salesforce Resources:
- Trailhead content integration
- Official documentation
- Feature release notes
- Best practices guides
Industry Resources:
- Subject matter expert network
- Professional associations
- Research organizations
- Peer institutions
Multimedia Assets:
- Stock photo libraries
- Icon and graphic sets
- Audio/music libraries
- Video production tools
```
### Quality Assurance Framework
```markdown
## Content Review Process
### Phase 1: Technical Review
- Accuracy verification
- Platform compatibility
- Link and media testing
- Performance optimization
### Phase 2: Instructional Review
- Learning objective alignment
- Pedagogical soundness
- Assessment effectiveness
- Accessibility compliance
### Phase 3: User Testing
- Pilot group testing
- Usability evaluation
- Feedback incorporation
- Final adjustments
### Phase 4: Stakeholder Approval
- Business alignment confirmation
- Budget and timeline review
- Legal and compliance check
- Final sign-off
```
## Success Criteria
✅ Comprehensive learning architecture designed ✅ Role-specific curricula
developed ✅ Multi-modal content created ✅ Assessment strategy implemented ✅
Technology integration completed ✅ Quality assurance process established ✅
Measurement framework active ✅ Continuous improvement cycle operational