[portfolio] Weekly Portfolio Analysis - 2025-12-13

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Quick Overview

Limited Data Notice: This analysis covers only 3 days (2025-12-11 to 2025-12-13), providing a snapshot rather than monthly trends. Recommendations are conservative and focus on obvious issues. Re-run after accumulating 7+ days for more robust insights.

Analysis of 75 workflows with 526 total runs identified $6.13/month in potential savings (9.7% reduction) by addressing failure patterns and disabling non-functional workflows.

Data Summary

Period Analyzed: 2025-12-11 to 2025-12-13 (3 days)

• Total Runs: 526 workflow executions
• Total Cost: $63.27
• Average Cost/Run: $0.120
• Success Rate: 69.0% (363 runs)
• Failure Rate: 12.5% (66 runs)
• Cancelled: 97 runs (18.4%)
• Confidence Level: Low

Visual Summary - Daily Activity Trends

Daily Activity Trends

Date         Runs  Failures  Est. Cost
2025-12-11  264   20        $31.76  ████████████████████████████████████████
2025-12-12  211   36        $25.38  ████████████████████████████████████████
2025-12-13   51   10        $ 6.13  ██████████

Overall Health Distribution

✅ Success:   363 runs ( 69.0%) ██████████████████████████████████
❌ Failure:    66 runs ( 12.5%) ██████
⏸️  Cancelled:  97 runs ( 18.4%) █████████

Top 10 Workflows by Activity

1. 🟢 Tidy

• Runs: 56 ███████████
• Est. Cost: $6.74
• Success: 58.9% | Failures: 1.8%
• ⚠️ 256 errors, 311 warnings
• Last run: 2025-12-13

2. 🔴 Hourly CI Cleaner

• Runs: 55 ███████████
• Est. Cost: $6.62
• Success: 49.1% | Failures: 50.9%
• ⚠️ 127 errors, 88 warnings
• Last run: 2025-12-13

3. 🟢 Issue Monster

• Runs: 40 ████████
• Est. Cost: $4.81
• Success: 97.5% | Failures: 2.5%
• ⚠️ 165 errors, 167 warnings
• Last run: 2025-12-13

4. 🟡 AI Moderator

• Runs: 28 █████
• Est. Cost: $3.37
• Success: 14.3% | Failures: 25.0%
• ⚠️ 55 errors, 12 warnings
• Last run: 2025-12-12

5. 🟢 Smoke Copilot Safe Inputs

• Runs: 25 █████
• Est. Cost: $3.01
• Success: 84.0% | Failures: 4.0%
• ⚠️ 215 errors, 76 warnings
• Last run: 2025-12-13

6. 🟢 Smoke Copilot

• Runs: 25 █████
• Est. Cost: $3.01
• Success: 84.0% | Failures: 4.0%
• ⚠️ 45 errors, 76 warnings
• Last run: 2025-12-13

7. 🟢 Smoke Codex

• Runs: 24 ████
• Est. Cost: $2.89
• Success: 87.5% | Failures: 0.0%
• ⚠️ 28 errors, 86 warnings
• Last run: 2025-12-13

8. 🟢 Smoke Claude

• Runs: 23 ████
• Est. Cost: $2.77
• Success: 91.3% | Failures: 0.0%
• ⚠️ 245 errors, 41 warnings
• Last run: 2025-12-13

9. 🟢 Dev Hawk

• Runs: 15 ███
• Est. Cost: $1.80
• Success: 93.3% | Failures: 6.7%
• ⚠️ 115 errors, 66 warnings
• Last run: 2025-12-11

10. 🟢 Security Fix PR

• Runs: 14 ██
• Est. Cost: $1.68
• Success: 100.0% | Failures: 0.0%
• ⚠️ 198 errors, 47 warnings
• Last run: 2025-12-13

💰 Cost Reduction Opportunities

Total Potential Savings: $6.13/month (9.7% reduction)

Strategy 1: Disable 100% Failed Workflows - $1.56/month

These workflows have never succeeded and should be disabled until fixed:

Daily Project Performance Summary Generator (Using Safe Inputs)

• File: .github/workflows/daily-project-performance-summary-generator-(using-safe-inputs).md
• Failed runs: 3/3 (100%)
• Wasted cost: $0.36/month
• Errors: 4
• Action: Disable workflow or fix root cause

# Add to frontmatter to disable:
enabled: false

Copilot Session Insights

• File: .github/workflows/copilot-session-insights.md
• Failed runs: 2/2 (100%)
• Wasted cost: $0.24/month
• Errors: 2
• Action: Disable workflow or fix root cause

# Add to frontmatter to disable:
enabled: false

Super Linter Report

• File: .github/workflows/super-linter-report.md
• Failed runs: 2/2 (100%)
• Wasted cost: $0.24/month
• Errors: 2
• Action: Disable workflow or fix root cause

# Add to frontmatter to disable:
enabled: false

Issue Triage Agent

• File: .github/workflows/issue-triage-agent.md
• Failed runs: 2/2 (100%)
• Wasted cost: $0.24/month
• Errors: 2
• Action: Disable workflow or fix root cause

# Add to frontmatter to disable:
enabled: false

Daily Copilot Token Consumption Report

• File: .github/workflows/daily-copilot-token-consumption-report.md
• Failed runs: 2/2 (100%)
• Wasted cost: $0.24/month
• Errors: 2
• Action: Disable workflow or fix root cause

# Add to frontmatter to disable:
enabled: false

Copilot PR Conversation NLP Analysis

• File: .github/workflows/copilot-pr-conversation-nlp-analysis.md
• Failed runs: 2/2 (100%)
• Wasted cost: $0.24/month
• Errors: 2
• Action: Disable workflow or fix root cause

# Add to frontmatter to disable:
enabled: false

Strategy 2: Fix High-Failure Workflows - $4.57/month

Workflows with >30% failure rate are wasting resources:

Hourly CI Cleaner

• Failure rate: 50.9% (28/55 runs)
• Wasted cost: $3.37/month
• Errors: 127
• Recommendation: Investigate error patterns and fix root cause

CI Optimization Coach

• Failure rate: 62.5% (5/8 runs)
• Wasted cost: $0.60/month
• Errors: 10
• Recommendation: Investigate error patterns and fix root cause

Daily Project Performance Summary Generator (Using Safe Inputs)

• Failure rate: 100.0% (3/3 runs)
• Wasted cost: $0.36/month
• Errors: 4
• Recommendation: Investigate error patterns and fix root cause

Semantic Function Refactoring

• Failure rate: 33.3% (1/3 runs)
• Wasted cost: $0.12/month
• Errors: 169
• Recommendation: Investigate error patterns and fix root cause

Daily File Diet

• Failure rate: 33.3% (1/3 runs)
• Wasted cost: $0.12/month
• Errors: 12
• Recommendation: Investigate error patterns and fix root cause

🎯 Priority Actions

1. CRITICAL - Disable Daily Project Performance Summary Generator (Using Safe Inputs) (100% failure rate, $0.36/month waste)
2. HIGH - Fix Hourly CI Cleaner (50.9% failures, $3.37/month waste)

📈 Data Quality

• Period Analyzed: 2025-12-11 to 2025-12-13 (3 days)
• Total Runs: 526 workflow executions
• Workflows: 75 total
• Confidence: Low - Limited data - recommendations are conservative

⚠️ Data Limitation: This analysis covers only 3 days of data. For more robust monthly cost projections and trend analysis, re-run after accumulating 7-30 days of workflow execution history.

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Methodology: Analysis based on actual workflow execution data from the last 3 days. Costs estimated proportionally from total spend ($63.27) across 526 runs. Focus on failure patterns and obvious optimization opportunities.

AI generated by Automated Portfolio Analyst

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