@cloudkinetix/bmad-enhanced

--- name: LLM-Native Progress Tracker version: 1.0.0 role: Track and analyze parallel development progress description: Provides intelligent progress tracking with predictive analytics and real-time insights for parallel execution capabilities: - Multi-dimensional progress analysis - Natural language understanding - Predictive completion forecasting - Real-time dashboards - Blocker detection and resolution --- # LLM-Native Progress Tracker ## Purpose Provides intelligent progress tracking and visualization for parallel development execution. Uses LLM analysis to understand actual progress beyond simple status updates, identifying blockers, predicting delays, and suggesting optimizations. ## Core Capabilities ### 1. Multi-Dimensional Progress Analysis - **Code Progress**: Actual implementation completion - **Quality Progress**: Test coverage and standards - **Integration Progress**: How well parts fit together - **Risk Progress**: Mitigation of identified risks ### 2. Intelligent Status Interpretation - **Natural Language Processing**: Understand developer updates - **Code Analysis**: Verify claimed progress - **Pattern Recognition**: Identify common delays - **Predictive Analytics**: Forecast completion times ### 3. Real-Time Dashboards - **Visual Progress Maps**: Wave and agent status - **Dependency Graphs**: Show blocking relationships - **Quality Metrics**: Live test and coverage data - **Risk Indicators**: Early warning system ## Progress Tracking Framework ### Status Collection Structure ```json { "trackingId": "sprint-2024-03-execution", "timestamp": "2024-03-15T10:30:00Z", "waves": { "wave1": { "status": "in-progress", "startTime": "2024-03-15T09:00:00Z", "agents": { "AUTH_IMPL": { "status": "active", "progress": 65, "lastUpdate": "Implemented OAuth2 flow, working on refresh tokens", "metrics": { "filesModified": 12, "testsWritten": 18, "testsPassing": 16, "codeCoverage": 78 }, "blockers": [], "estimatedCompletion": "45 minutes" } } } }, "overallHealth": "green", "risks": ["wave2 dependency on AUTH might delay by 30min"], "recommendations": ["Consider starting CACHE agent early"] } ``` ### Progress Analysis Prompts ```markdown You are an expert project manager analyzing parallel development progress. Based on the status updates, provide insights about actual progress, potential issues, and recommendations. ## Current Status: [Provide agent statuses, code metrics, and updates] ## Analysis Tasks: 1. **Progress Verification** - Compare claimed progress with code metrics - Identify any discrepancies - Assess quality of completed work 2. **Blocker Detection** - Identify hidden blockers not explicitly reported - Predict upcoming blockers - Suggest preventive actions 3. **Timeline Analysis** - Calculate realistic completion times - Identify agents at risk of delay - Suggest timeline optimizations 4. **Quality Assessment** - Evaluate test coverage trends - Identify quality risks - Recommend quality improvements 5. **Optimization Opportunities** - Suggest resource reallocation - Identify parallelization opportunities - Recommend process improvements Provide actionable insights with specific recommendations. ``` ## Intelligent Tracking Features ### 1. Natural Language Understanding ```javascript class ProgressAnalyzer { async analyzeUpdate(agentId, updateText) { const analysis = await this.llm.analyze({ prompt: ` Agent ${agentId} reports: "${updateText}" Extract: 1. Actual work completed 2. Work remaining 3. Implicit blockers 4. Quality concerns 5. Time estimates Return structured analysis. `, context: this.projectContext, }); return { completedTasks: analysis.completed, remainingWork: analysis.remaining, hiddenBlockers: analysis.blockers, qualityRisks: analysis.quality, revisedEstimate: analysis.timeEstimate, }; } } ``` ### 2. Progress Visualization Templates #### Console Dashboard ``` ┌─────────────────────────────────────────────────────────────┐ │ PARALLEL EXECUTION PROGRESS - Sprint 2024-03 │ ├─────────────────────────────────────────────────────────────┤ │ Overall Progress: ████████████░░░░░░ 65% (On Track) │ ├─────────────────────────────────────────────────────────────┤ │ WAVE 1 (Active) Started: 1h ago │ │ ├─ AUTH_IMPL [████████░░░░] 65% ✓ Tests: 16/18 │ │ ├─ LOG_IMPL [██████████░░] 80% ✓ Tests: 24/24 │ │ └─ CACHE_IMPL [██████░░░░░░] 45% ⚠ Coverage: 62% │ ├─────────────────────────────────────────────────────────────┤ │ WAVE 2 (Pending) ETA: 45 min │ │ ├─ PROFILE_IMPL [░░░░░░░░░░░░] 0% ⚠ Depends on AUTH │ │ └─ ADMIN_IMPL [░░░░░░░░░░░░] 0% ✓ Ready to start │ ├─────────────────────────────────────────────────────────────┤ │ Risks: AUTH delay might impact PROFILE timeline │ │ Recommendation: Start ADMIN_IMPL early in Wave 2 │ └─────────────────────────────────────────────────────────────┘ ``` #### Markdown Report ```markdown # Parallel Execution Progress Report **Generated**: 2024-03-15 10:30 AM **Sprint**: 2024-03 **Overall Status**: 🟢 On Track ## Executive Summary - **Progress**: 65% complete (13/20 stories) - **Timeline**: On schedule for completion by EOD - **Quality**: 94% test coverage maintained - **Risks**: 1 medium risk identified ## Wave Status ### Wave 1 (Active) - 75% Complete | Agent | Progress | Status | Quality | ETA | | ---------- | -------- | --------- | --------------- | --- | | AUTH_IMPL | 65% | 🟡 Active | ✅ 89% coverage | 45m | | LOG_IMPL | 80% | 🟡 Active | ✅ 96% coverage | 20m | | CACHE_IMPL | 45% | 🟡 Active | ⚠️ 62% coverage | 1h | **Key Updates**: - AUTH: OAuth2 flow complete, working on refresh tokens - LOG: Structured logging implemented, finalizing tests - CACHE: Redis integration in progress, some test failures ### Wave 2 (Pending) - 0% Complete | Agent | Progress | Status | Dependencies | Ready | | ------------ | -------- | ---------- | ------------ | ----- | | PROFILE_IMPL | 0% | ⏸️ Waiting | AUTH_IMPL | ❌ | | ADMIN_IMPL | 0% | ✅ Ready | None | ✅ | ## Risk Analysis ### Identified Risks 1. **AUTH Delay Impact** (MEDIUM) - Risk: AUTH completion might delay PROFILE start - Impact: 30-minute delay to Wave 2 - Mitigation: Start ADMIN_IMPL independently 2. **CACHE Test Coverage** (LOW) - Risk: Coverage below 70% threshold - Impact: Quality gate failure - Mitigation: Prioritize test writing ## Recommendations 1. **Immediate Actions** - Allocate additional resources to AUTH_IMPL - Start ADMIN_IMPL early in Wave 2 - Focus on CACHE test coverage 2. **Process Improvements** - Consider smaller work items for better parallelization - Implement continuous integration for faster feedback - Add progress webhooks for real-time updates ``` ### 3. Predictive Analytics ```javascript class ProgressPredictor { async predictCompletion(currentProgress) { const prediction = await this.llm.analyze({ prompt: ` Based on current progress data: ${JSON.stringify(currentProgress)} And historical patterns: - Similar sprints completion rates - Team velocity trends - Common blocker patterns Predict: 1. Likely completion time for each agent 2. Probability of on-time delivery 3. Potential delays and causes 4. Optimization opportunities `, historicalData: this.getHistoricalData(), }); return { predictions: prediction.agentCompletions, confidence: prediction.confidenceLevel, risks: prediction.identifiedRisks, optimizations: prediction.suggestions, }; } } ``` ## Integration Patterns ### Real-Time Updates ```javascript // WebSocket integration for live updates class LiveProgressTracker { constructor(orchestrator) { this.orchestrator = orchestrator; this.subscribers = []; } async trackProgress() { setInterval(async () => { const status = await this.orchestrator.getStatus(); const analysis = await this.analyzeProgress(status); this.broadcast({ type: "progress-update", data: { raw: status, analysis: analysis, visualization: this.generateVisual(analysis), }, }); }, 30000); // Every 30 seconds } } ``` ### Slack Integration ```javascript // Automated progress notifications async function sendProgressUpdate(progress) { const summary = await llm.generateSummary(progress); await slack.postMessage({ channel: "#dev-team", blocks: [ { type: "section", text: { type: "mrkdwn", text: `*Parallel Execution Update*\n${summary}`, }, }, { type: "section", fields: progress.waves.map((wave) => ({ type: "mrkdwn", text: `*${wave.name}*\n${wave.status} - ${wave.progress}%`, })), }, ], }); } ``` ## Advanced Analytics ### 1. Velocity Tracking ```yaml Metrics: - Story points per hour - Code lines per agent - Test coverage trends - Quality gate pass rates - Blocker resolution time ``` ### 2. Pattern Recognition ```yaml Common Patterns: - Morning productivity peaks - Post-lunch slowdowns - Integration bottlenecks - Test writing delays - Documentation gaps ``` ### 3. Optimization Suggestions ```yaml Optimizations: - Ideal wave sizes - Optimal agent allocation - Best parallelization strategies - Quality gate timing - Resource utilization ``` ## Usage Examples ### Basic Progress Check ```bash # Get current progress llm-track progress --execution-id sprint-2024-03 # Get detailed analysis llm-track analyze --execution-id sprint-2024-03 --verbose ``` ### Continuous Monitoring ```bash # Start live monitoring llm-track monitor --execution-id sprint-2024-03 --interval 30s # With notifications llm-track monitor --notify slack,email --alert-on risks ``` ### Historical Analysis ```bash # Analyze patterns llm-track history --last-sprints 10 --identify-patterns # Predict current sprint llm-track predict --based-on historical --confidence-level ``` ## Benefits 1. **Deep Insights**: Beyond simple progress percentages 2. **Early Warning**: Identify issues before they impact 3. **Optimization**: Continuous improvement suggestions 4. **Transparency**: Clear view for all stakeholders 5. **Predictability**: Data-driven completion estimates 6. **Quality Focus**: Integrated quality tracking This intelligent progress tracker transforms parallel execution monitoring from passive reporting to active optimization and risk management.