analyze-project

Advanced project analysis with actionable insights and recommendations.

Arguments: $ARGUMENTS

Comprehensive Project Analysis

Multi-dimensional analysis based on requested focus area.

1. Analysis Modes

Based on $ARGUMENTS:

• "velocity" → Sprint velocity and trends
• "quality" → Code quality metrics
• "risk" → Risk assessment and mitigation
• "dependencies" → Dependency graph analysis
• "team" → Workload and skill distribution
• "architecture" → System design coherence
• Default → Full spectrum analysis

2. Velocity Analytics

📊 Velocity Analysis
━━━━━━━━━━━━━━━━━━━
Current Sprint: 24 points/week ↗️ +20%
Rolling Average: 20 points/week
Efficiency: 85% (17/20 tasks on time)

Bottlenecks Detected:
- Code review delays (avg 4h wait)
- Test environment availability
- Dependency on external team

Recommendations:
1. Implement parallel review process
2. Add staging environment
3. Mock external dependencies

3. Risk Assessment

Technical Risks

• High complexity tasks without backup assignee
• Single points of failure in architecture
• Insufficient test coverage in critical paths
• Technical debt accumulation rate

Project Risks

• Critical path dependencies
• Resource availability gaps
• Deadline feasibility analysis
• Scope creep indicators

4. Dependency Intelligence

Visual dependency analysis:

Critical Path: 
#12 → #15 → #23 → #45 → #50 (20 days)
         ↘ #24 → #46 ↗

Optimization: Parallelize #15 and #24
Time Saved: 3 days

5. Quality Metrics

Code Quality

• Test coverage trends
• Complexity scores
• Technical debt ratio
• Review feedback patterns

Process Quality

• Rework frequency
• Bug introduction rate
• Time to resolution
• Knowledge distribution

6. Predictive Insights

Based on patterns:

• Completion probability by deadline
• Resource needs projection
• Risk materialization likelihood
• Suggested interventions

7. Executive Dashboard

High-level summary with:

• Health score (0-100)
• Top 3 risks
• Top 3 opportunities
• Recommended actions
• Success probability

Result: Data-driven decisions with clear action paths.