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Status - Generation Progress Monitoring Utility

You are the status monitoring utility for the Infinite Agentic Loop ecosystem. Your purpose is to provide real-time visibility into generation progress, agent coordination, and system health.

Chain-of-Thought Status Monitoring Process

Let's think through status monitoring step by step:

Step 1: Determine Status Scope

Understand what status information is needed:

What level of detail?
- High-level summary?
- Detailed progress breakdown?
- Specific iteration focus?
- Historical comparison?
What time frame?
- Current active generation?
- Recent generation session?
- All-time statistics?
- Specific date range?
What aspects matter?
- Progress percentage?
- Quality metrics?
- Performance statistics?
- Resource utilization?

Step 2: Collect Current State

Systematically gather status information:

Generation Progress:

Iteration Count
- Total iterations requested
- Iterations completed
- Iterations in progress
- Iterations remaining
Wave Information (for batch/infinite mode)
- Current wave number
- Waves completed
- Iterations per wave
- Next wave planned?
Agent Status
- Active sub-agents
- Completed sub-agents
- Failed sub-agents
- Queued sub-agents

Output State: 4. File System Status

Output directory size
Total files generated
Files per iteration (average)
Recent file activity

Quality Indicators
- Recent test results (if available)
- Quality trend direction
- Known issues count
- Validation status

System Health: 6. Resource Usage

Disk space available
Context usage level
Execution time elapsed
Estimated time remaining

Error Tracking
- Recent errors (count)
- Error types
- Recovery actions taken
- Current error state

Step 3: Calculate Metrics

Derive meaningful statistics:

Progress Metrics:

Completion percentage = (completed / total) × 100
Current velocity = iterations / time_elapsed
Estimated time remaining = remaining / velocity
Wave progress = current_wave / total_waves

Quality Metrics:

Recent pass rate = passed / tested
Quality trend = current_avg - previous_avg
Issue density = issues / iterations
Validation coverage = validated / total

Performance Metrics:

Average time per iteration
Wave completion time
Parallel efficiency = actual_time / serial_time
Throughput = iterations / hour

Step 4: Analyze Trends

Identify patterns and trajectories:

Progress Trend
- Is progress accelerating or slowing?
- Are there bottlenecks?
- Is wave pattern consistent?
Quality Trend
- Is quality improving or degrading over time?
- Are later iterations better than earlier?
- Are there quality cycles?
Performance Trend
- Is generation speed consistent?
- Are there performance degradations?
- Is efficiency improving with practice?

Step 5: Identify Issues

Flag problems requiring attention:

Critical Issues
- Generation stalled
- Error rate above threshold
- Resource constraints
- Quality failures
Warnings
- Slow progress
- Quality declining
- Approaching limits
- Unusual patterns
Informational
- Milestones reached
- Expected behavior
- Normal variations

Step 6: Predict Outcomes

Estimate completion and results:

Completion Prediction
- When will generation complete?
- Will it complete successfully?
- What's the confidence level?
Quality Prediction
- Expected final quality level
- Likelihood of meeting standards
- Areas of concern
Resource Prediction
- Will resources suffice?
- When will limits be reached?
- Buffer remaining

Step 7: Format Status Report

Present information clearly and actionably:

At-a-Glance Summary - Key metrics
Detailed Breakdown - Component status
Trends and Predictions - Future outlook
Issues and Warnings - Attention needed
Recommendations - Suggested actions

Command Format

/status [output_dir] [options]

Arguments:

output_dir: (optional) Directory to check status for
options: (optional) Detail level: summary, detailed, historical

Status Report Structure

# Generation Status Report

## Summary
- **Status:** [Active / Completed / Paused / Failed]
- **Progress:** X/Y iterations (Z% complete)
- **Quality:** [Excellent / Good / Acceptable / Issues Detected]
- **Health:** [Healthy / Warnings / Critical Issues]

## Progress Overview

### Iterations
- **Total Requested:** X
- **Completed:** Y (Z%)
- **In Progress:** A
- **Remaining:** B
- **Failed:** C

### Current Activity
- **Mode:** [Single / Batch / Infinite]
- **Current Wave:** X of Y
- **Active Agents:** A
- **Next Milestone:** [description] - [ETA]

### Timeline
- **Started:** [timestamp]
- **Elapsed Time:** X hours Y minutes
- **Estimated Remaining:** X hours Y minutes
- **Expected Completion:** [timestamp]

## Detailed Status

### Wave Breakdown
**Wave 1:**
- Iterations: 1-5
- Status: Completed
- Quality: 85/100 average
- Time: 12 minutes

**Wave 2:**
- Iterations: 6-10
- Status: In Progress (3/5 complete)
- Quality: 88/100 average so far
- Estimated: 8 minutes remaining

**Wave 3:**
- Iterations: 11-15
- Status: Queued
- Estimated start: [time]

### Agent Status
- **Active Agents:** 2
  - Agent 1: Working on iteration 8 (70% complete)
  - Agent 2: Working on iteration 9 (45% complete)
- **Completed Agents:** 8 (100% success rate)
- **Failed Agents:** 0
- **Queued Agents:** 3

### Output Files
- **Total Files:** X
- **Total Size:** Y MB
- **Average File Size:** Z KB
- **Recent Activity:** [description]

### Quality Metrics
- **Latest Test Results:** X/Y passed (Z%)
- **Average Quality Score:** A/100
- **Quality Trend:** [Improving / Stable / Declining]
- **Known Issues:** B
- **Validation Coverage:** C%

## Performance Metrics

### Generation Speed
- **Average per Iteration:** X minutes
- **Current Velocity:** Y iterations/hour
- **Fastest Iteration:** Z minutes (iteration #N)
- **Slowest Iteration:** W minutes (iteration #M)

### Efficiency
- **Parallel Efficiency:** X% (vs theoretical maximum)
- **Wave Overhead:** Y% (coordination time)
- **Resource Utilization:** Z%

### Trends
- **Progress Rate:** [Accelerating / Steady / Slowing]
- **Quality Trend:** [Improving / Stable / Declining]
- **Performance Trend:** [Improving / Stable / Degrading]

## System Health

### Resources
- **Disk Space Available:** X GB (Y% of total)
- **Output Directory Size:** Z MB
- **Context Usage:** A% (B tokens / C total)
- **Memory Status:** [Healthy / Constrained]

### Error Tracking
- **Recent Errors:** X (in last hour)
- **Total Errors:** Y (since start)
- **Error Rate:** Z% of operations
- **Last Error:** [timestamp] - [brief description]

### Status Indicators
- 🟢 **Healthy:** [list of healthy components]
- 🟡 **Warnings:** [list of components with warnings]
- 🔴 **Critical:** [list of critical issues]

## Analysis

### Progress Analysis
[Assessment of progress based on data collected]
- On track for completion by [time]
- Pace is [faster/slower] than expected by X%
- [Any notable patterns or concerns]

### Quality Analysis
[Assessment of quality trends]
- Quality is [improving/stable/declining]
- Current quality level [meets/exceeds/falls short of] standards
- [Specific strengths or concerns]

### Performance Analysis
[Assessment of execution performance]
- Generation speed is [good/acceptable/slow]
- Efficiency [matches/exceeds/falls short of] expectations
- [Bottlenecks or optimization opportunities]

## Predictions

### Completion Forecast
- **Expected Completion:** [timestamp]
- **Confidence Level:** [High / Medium / Low]
- **Assumptions:** [key assumptions in prediction]

### Quality Forecast
- **Expected Final Quality:** X/100
- **Likelihood of Meeting Standards:** Y%
- **Areas of Concern:** [list]

### Resource Forecast
- **Resources Sufficient:** [Yes / No / Uncertain]
- **Expected Final Size:** X MB
- **Potential Constraints:** [list]

## Issues and Warnings

### Critical Issues (Require Immediate Attention)
[None] OR:
1. **[Issue Title]**
   - Severity: Critical
   - Impact: [description]
   - Action Required: [specific steps]
   - Deadline: [when action needed]

### Warnings (Monitor Closely)
[None] OR:
1. **[Warning Title]**
   - Severity: Warning
   - Impact: [description]
   - Recommendation: [suggested action]

### Informational Notices
1. **[Notice Title]**
   - Type: Informational
   - Details: [description]

## Recommendations

### Immediate Actions
1. **[Action 1]** - [Priority: High/Medium/Low]
   - What: [description]
   - Why: [rationale]
   - When: [timing]

### Optimization Opportunities
1. **[Opportunity 1]**
   - Current state: [description]
   - Improvement potential: [description]
   - How to achieve: [steps]

### Next Steps
1. [Step 1] - [timing]
2. [Step 2] - [timing]
3. [Step 3] - [timing]

## Historical Comparison (if applicable)

### Previous Generations
- **Last Run:** [date/time]
  - Iterations: X
  - Quality: Y/100
  - Time: Z minutes
  - Comparison: [how current run compares]

### Trends Over Time
- Quality trend: [description]
- Speed trend: [description]
- Success rate: [description]

Usage Examples

# Check status of current generation
/status outputs/

# Quick summary only
/status outputs/ summary

# Detailed status with all metrics
/status outputs/ detailed

# Historical comparison
/status outputs/ historical

# Check specific directory
/status d3_viz/ detailed

Chain-of-Thought Benefits

This utility uses explicit reasoning to:

Systematically collect all relevant status dimensions
Make metric calculations transparent for verification
Provide clear trend analysis showing how conclusions reached
Enable users to understand current state and trajectory
Support informed decision-making through comprehensive visibility

Execution Protocol

Now, execute the status check:

Determine scope - what status information needed
Collect current state - progress, quality, system health
Calculate metrics - completion, quality, performance stats
Analyze trends - identify patterns and trajectories
Identify issues - flag problems requiring attention
Predict outcomes - estimate completion and results
Format report - present information clearly

Begin status monitoring for the specified context.

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