[Weekly Summary] Weekly Issue Analysis - January 12-19, 2026

[github-actions[bot]]

📊 Overview

This week saw 100 issues opened in the githubnext/gh-aw repository, with a 65% closure rate (65 closed, 35 remain open). The vast majority (94%) were automation-generated, reflecting the repository's extensive use of agentic workflows for monitoring, testing, and code quality.

Key Metrics:

• Total Issues Opened: 100
• Status: 35 Open | 65 Closed
• Human-Created Issues: 5 (5%)
• Bot-Generated Issues: 95 (95%)

---

📈 Issue Activity Trends

Weekly Activity Patterns

The past week demonstrates the repository's active automation ecosystem:

• Agentic Workflows: 33 issues related to workflow execution and monitoring
• Testing & Smoke Tests: 16 issues from continuous testing (Copilot, Claude, Codex engines)
• Code Quality: 10 issues focused on automated code analysis and improvements
• Workflow Health: 55 issues monitoring workflow execution and reliability

Issue Resolution Efficiency

With 65% of issues closed within the week, the repository shows strong issue resolution velocity:

• Most automation-generated issues are resolved quickly (same-day or next-day)
• Smoke test issues typically close automatically upon test completion
• Code quality suggestions and refactoring proposals have longer review cycles

---

🎯 Notable Human-Created Issues

The following issues represent actual user needs and feature requests:

High Priority

#10696: Campaign: Security Alert Burndown

• Author: mnkiefer
• Status: Open
• A new campaign workflow for tracking security alert remediation

#10690: All gh-aw multi-line text outputs should have link to workflow run

• Author: dsyme
• Status: Open
• Enhancement request to improve traceability of automated outputs

Other Issues

#10660: test issue

• Author: mnkiefer
• Status: Open
• Test issue for validation purposes

---

🤖 Automation Highlights

Top Issue Categories

Category	Count	Description
Agentic Workflows	33	Workflow execution, failures, and monitoring
Automation	17	General automation tasks and bot activities
Testing	10	Test quality improvements and smoke tests
Code Quality	10	Static analysis, refactoring, code health
AI-Generated Plans	9	Strategic planning issues from AI agents

Top Issue Authors

Author	Count	Role
github-actions[bot]	91	Primary automation bot
agentic-workflows-dev[bot]	4	Development workflow bot
mnkiefer	3	Human contributor
dsyme	1	Human contributor
pelikhan	1	Human contributor

---

🔍 Pattern Analysis

Workflow Health Monitoring

The repository demonstrates mature observability with 55 workflow health-related issues:

• Smoke tests running continuously for Copilot, Claude, and Codex engines
• Automated failure detection and investigation
• CI failure diagnosis with dedicated "CI Failure Doctor" workflows

Code Quality Focus

11 issues related to refactoring and code quality were opened this week:

• Semantic function clustering analysis
• Test coverage improvements
• Large file refactoring recommendations
• TOCTOU race condition fixes

Recurring Themes

Most Active Labels:

1. agentic-workflows (33) - Dominant workflow category
2. automation (17) - General automation tasks
3. code-quality (10) - Quality improvement initiatives
4. testing (10) - Test-related activities
5. ai-generated (9) - AI-generated content and plans

---

📋 Complete Issue List

All 100 Issues Opened This Week (Click to Expand)

Open Issues (35)

1. [refactor] Semantic Function Clustering Analysis - Duplicate Functions and Refactoring Opportunities #10700 - [refactor] Semantic Function Clustering Analysis - Duplicate Functions and Refactoring Opportunities

   • Author: github-actions[bot] | Labels: code-quality, automated-analysis, refactoring

2. [agentics] Agentic Campaign Generator failed #10697 - [agentics] Agentic Campaign Generator failed

   • Author: github-actions[bot] | Labels: agentic-workflows

3. #10696 - Campaign: Security Alert Burndown

   • Author: mnkiefer | Labels: enhancement, automation, security

4. All gh-aw multi-line text outputs (comments, discussions etc) should have link to workflow run that produced them #10690 - All gh-aw multi-line text outputs (comments, discussions etc) should have link to workflow run that produced them

   • Author: dsyme | Labels: enhancement, automation, workflows

5. [Code Quality] Replace panics with error returns in script registry #10689 - [Code Quality] Replace panics with error returns in script registry

   • Author: github-actions[bot] | Labels: automation, code-quality, task-mining

6. [Code Quality] Add test coverage for compiler files (currently 0%) #10687 - [Code Quality] Add test coverage for compiler files (currently 0%)

   • Author: github-actions[bot] | Labels: automation, code-quality, task-mining

7. [Code Quality] Fix TOCTOU race condition in Docker image download logic #10688 - [Code Quality] Fix TOCTOU race condition in Docker image download logic

   • Author: github-actions[bot] | Labels: automation, code-quality, task-mining

8. [Code Quality] Fix missing template file blocking all CI builds #10685 - [Code Quality] Fix missing template file blocking all CI builds

   • Author: github-actions[bot] | Labels: automation, code-quality, task-mining

9. [Code Quality] Standardize validation errors to use structured error types #10686 - [Code Quality] Standardize validation errors to use structured error types

   • Author: github-actions[bot] | Labels: automation, code-quality, task-mining

10. [file-diet] Refactor Large Go File: pkg/workflow/mcp-config.go #10682 - [file-diet] Refactor Large Go File: pkg/workflow/mcp-config.go

    • Author: agentic-workflows-dev[bot] | Labels: enhancement, testing, automated-analysis, refactoring, code-health, ai-inspected

11. Smoke Test: Claude - 21137866394 #10681 - Smoke Test: Claude - 21137866394

    • Author: github-actions[bot] | Labels: bug

12. Smoke Test: Copilot - 21137096010 #10679 - Smoke Test: Copilot - 21137096010

    • Author: github-actions[bot] | Labels: smoke-copilot

13. [agentics] Daily Choice Type Test failed #10678 - [agentics] Daily Choice Type Test failed

    • Author: github-actions[bot] | Labels: agentic-workflows

14. [agentics] Copilot PR Conversation NLP Analysis failed #10671 - [agentics] Copilot PR Conversation NLP Analysis failed

    • Author: github-actions[bot] | Labels: agentic-workflows

15. [team-status] Daily Team Status - January 19, 2026 🌟 #10667 - [team-status] Daily Team Status - January 19, 2026 🌟

    • Author: github-actions[bot] | Labels: team-status, daily-report

16. [agentics] Daily News failed #10666 - [agentics] Daily News failed

    • Author: github-actions[bot] | Labels: agentic-workflows

17. test issue #10660 - test issue

    • Author: mnkiefer | Labels: needs-triage

18. 🚨 P0: Agent PR Merge Crisis - 0% Merge Rate Despite 95% Automation #10647 - 🚨 P0: Agent PR Merge Crisis - 0% Merge Rate Despite 95% Automation

    • Author: github-actions[bot] | Labels: bug, priority-p1

19. [agentics] Code Scanning Fixer failed #10645 - [agentics] Code Scanning Fixer failed

    • Author: github-actions[bot] | Labels: agentic-workflows

20. [agentics] Step Name Alignment failed #10641 - [agentics] Step Name Alignment failed

    • Author: github-actions[bot] | Labels: agentic-workflows

21. [agentics] agentic workflows out of sync #10640 - [agentics] agentic workflows out of sync

    • Author: github-actions[bot] | Labels: maintenance, workflows

22. Workflow Health Dashboard - 2026-01-19 #10638 - Workflow Health Dashboard - 2026-01-19

    • Author: github-actions[bot] | Labels: workflow-health, meta-orchestrator, dashboard

23. Smoke Test: Claude - 21121624866 #10632 - Smoke Test: Claude - 21121624866

    • Author: github-actions[bot] | Labels: smoke-claude

24. Smoke Claude - Issue Group #10633 - Smoke Claude - Issue Group

    • Author: github-actions[bot] | Labels: smoke-claude

25. Smoke Test: Copilot - 21121441708 #10630 - Smoke Test: Copilot - 21121441708

    • Author: github-actions[bot] | Labels: automation, testing

26. [agentics] Agentic Workflow Issues #10629 - [agentics] Agentic Workflow Issues

    • Author: github-actions[bot] | Labels: agentic-workflows

27. Smoke Test: Claude - 21120576637 #10628 - Smoke Test: Claude - 21120576637

    • Author: github-actions[bot] | Labels: automation, testing

28. Smoke Test: Copilot - 21120576693 #10627 - Smoke Test: Copilot - 21120576693

    • Author: github-actions[bot] | Labels: smoke-copilot

29. Smoke Test: Claude - 21112904969 #10577 - Smoke Test: Claude - 21112904969

    • Author: github-actions[bot] | Labels: automation, testing

30. Smoke Test: Copilot - 21112904973 #10576 - Smoke Test: Copilot - 21112904973

    • Author: github-actions[bot] | Labels: automation, testing

31. Smoke Test: Claude - 21112490738 #10571 - Smoke Test: Claude - 21112490738

    • Author: github-actions[bot] | Labels: automation, testing

32. Smoke Copilot - Issue Group #10570 - Smoke Copilot - Issue Group

    • Author: github-actions[bot] | Labels: smoke-copilot

33. Smoke Test: Copilot - 21112490747 #10569 - Smoke Test: Copilot - 21112490747

    • Author: github-actions[bot] | Labels: smoke-copilot

34. [agentics] Daily Team Evolution Insights failed #10550 - [agentics] Daily Team Evolution Insights failed

    • Author: github-actions[bot] | Labels: agentic-workflows

35. [agentics] Issue Monster failed #10485 - [agentics] Issue Monster failed

    • Author: github-actions[bot] | Labels: agentic-workflows

Closed Issues (65)

36. [P1] Daily News Workflow - 8 Consecutive Failures (20% Success) #10639 - [P1] Daily News Workflow - 8 Consecutive Failures (20% Success)

    • Author: github-actions[bot] | Labels: bug, workflow-health, priority-p1

37. [agentics] agentic workflows out of sync #10619 - [agentics] agentic workflows out of sync

    • Author: github-actions[bot] | Labels: maintenance, workflows

38. [ca] Update Claude Code to v2.1.12 and MCP Gateway to v0.0.69 #10610 - [ca] Update Claude Code to v2.1.12 and MCP Gateway to v0.0.69

    • Author: github-actions[bot] | Labels: automation, dependencies, cli-version-update

39. [agentics] agentic workflows out of sync #10599 - [agentics] agentic workflows out of sync

    • Author: github-actions[bot] | Labels: maintenance, workflows

40. Smoke Test: Copilot - 21113859920 #10588 - Smoke Test: Copilot - 21113859920

    • Author: github-actions[bot] | Labels: automation, testing

41. Smoke Test: Claude - 21113859888 #10587 - Smoke Test: Claude - 21113859888

    • Author: github-actions[bot] | Labels: automation, testing

42. [refactor] Semantic Function Clustering Analysis - Refactoring Opportunities #10586 - [refactor] Semantic Function Clustering Analysis - Refactoring Opportunities

    • Author: github-actions[bot] | Labels: code-quality, automated-analysis, refactoring

43. [agentics] Lockfile Statistics Analysis Agent failed #10584 - [agentics] Lockfile Statistics Analysis Agent failed

    • Author: github-actions[bot] | Labels: agentic-workflows

44. [agentics] Code Scanning Fixer failed #10573 - [agentics] Code Scanning Fixer failed

    • Author: github-actions[bot] | Labels: agentic-workflows

45. [agentics] Smoke OpenCode failed #10568 - [agentics] Smoke OpenCode failed

    • Author: github-actions[bot] | Labels: agentic-workflows

46. [agentics] Q failed #10561 - [agentics] Q failed

    • Author: github-actions[bot] | Labels: agentic-workflows

47. Smoke Claude - Issue Group #10559 - Smoke Claude - Issue Group

    • Author: github-actions[bot] | Labels: smoke-claude

48. Smoke Test: Claude - 21111888241 #10558 - Smoke Test: Claude - 21111888241

    • Author: github-actions[bot] | Labels: smoke-claude

49. [agentics] Smoke Copilot failed #10556 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

50. [agentics] GitHub Remote MCP Authentication Test failed #10551 - [agentics] GitHub Remote MCP Authentication Test failed

    • Author: github-actions[bot] | Labels: agentic-workflows

51. [agentics] AI Moderator failed #10549 - [agentics] AI Moderator failed

    • Author: github-actions[bot] | Labels: agentic-workflows

52. [testify-expert] Improve Test Quality: pkg/cli/format_preservation_test.go #10548 - [testify-expert] Improve Test Quality: pkg/cli/format_preservation_test.go

    • Author: agentic-workflows-dev[bot] | Labels: testing, code-quality, automated-analysis

53. [step-names] Align step names in release, super-linter, and mergefest workflows with glossary and consistency standards #10526 - [step-names] Align step names in release, super-linter, and mergefest workflows with glossary and consistency standards

    • Author: github-actions[bot] | Labels: maintenance, step-naming

54. [plan] Review and fix Issue Arborist workflow effectiveness #10520 - [plan] Review and fix Issue Arborist workflow effectiveness

    • Author: github-actions[bot] | Labels: ai-generated, plan

55. [plan] Implement automated triage for reducing unlabeled issues #10519 - [plan] Implement automated triage for reducing unlabeled issues

    • Author: github-actions[bot] | Labels: ai-generated, plan

56. [plan] Standardize metric naming across daily reports #10518 - [plan] Standardize metric naming across daily reports

    • Author: github-actions[bot] | Labels: ai-generated, plan

57. [plan] Investigate and improve Copilot PR success rate to ≥60% #10517 - [plan] Investigate and improve Copilot PR success rate to ≥60%

    • Author: github-actions[bot] | Labels: ai-generated, plan

58. [plan] Fix GitHub CLI authentication for observability monitoring #10516 - [plan] Fix GitHub CLI authentication for observability monitoring

    • Author: github-actions[bot] | Labels: ai-generated, plan

59. [plan] Address Regulatory Report Issues - January 17, 2026 #10515 - [plan] Address Regulatory Report Issues - January 17, 2026

    • Author: github-actions[bot] | Labels: ai-generated, plan

60. Smoke Test: Claude - 21103800685 #10512 - Smoke Test: Claude - 21103800685

    • Author: github-actions[bot] | Labels: None

61. [agentics] Smoke Copilot failed #10511 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

62. Smoke Copilot - Issue Group #10510 - Smoke Copilot - Issue Group

    • Author: github-actions[bot] | Labels: smoke-copilot

63. Smoke Test: Copilot - 21103555360 #10509 - Smoke Test: Copilot - 21103555360

    • Author: github-actions[bot] | Labels: smoke-copilot

64. Smoke Claude - Issue Group #10508 - Smoke Claude - Issue Group

    • Author: github-actions[bot] | Labels: None

65. Smoke Test: Claude - 21103555364 #10507 - Smoke Test: Claude - 21103555364

    • Author: github-actions[bot] | Labels: None

66. [CI Failure Doctor] CI Failure Investigation - SBOM Upload Timing Change (Run #21102091204) #10504 - [CI Failure Doctor] CI Failure Investigation - SBOM Upload Timing Change (Run #21102091204)

    • Author: github-actions[bot] | Labels: investigation, ci-failure, release-workflow, needs-human-review

67. [agentics] Agentic Workflow Issues #10502 - [agentics] Agentic Workflow Issues

    • Author: github-actions[bot] | Labels: agentic-workflows

68. [agentics] Smoke Copilot failed #10503 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

69. [agentics] Smoke Codex failed #10479 - [agentics] Smoke Codex failed

    • Author: github-actions[bot] | Labels: agentic-workflows

70. [agentics] Smoke Copilot failed #10478 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

71. [agentics] Smoke Claude failed #10477 - [agentics] Smoke Claude failed

    • Author: github-actions[bot] | Labels: agentic-workflows

72. [agentics] Changeset Generator failed #10476 - [agentics] Changeset Generator failed

    • Author: agentic-workflows-dev[bot] | Labels: agentic-workflows

73. Smoke Test Results - Claude Engine - Run 21098525226 #10475 - Smoke Test Results - Claude Engine - Run 21098525226

    • Author: github-actions[bot] | Labels: smoke-claude

74. [refactor] Semantic Function Clustering: Code Organization and Duplicate Detection Analysis #10467 - [refactor] Semantic Function Clustering: Code Organization and Duplicate Detection Analysis

    • Author: github-actions[bot] | Labels: code-quality, automated-analysis, refactoring

75. [agentics] Static Analysis Report failed #10465 - [agentics] Static Analysis Report failed

    • Author: github-actions[bot] | Labels: agentic-workflows

76. [agentics] GitHub Remote MCP Authentication Test failed #10458 - [agentics] GitHub Remote MCP Authentication Test failed

    • Author: github-actions[bot] | Labels: agentic-workflows

77. [agentics] Daily Team Evolution Insights failed #10452 - [agentics] Daily Team Evolution Insights failed

    • Author: github-actions[bot] | Labels: agentic-workflows

78. [agentics] AI Moderator failed #10451 - [agentics] AI Moderator failed

    • Author: github-actions[bot] | Labels: agentic-workflows

79. [testify-expert] Improve Test Quality: pkg/workflow/agentic_workflow_test.go #10450 - [testify-expert] Improve Test Quality: pkg/workflow/agentic_workflow_test.go

    • Author: agentic-workflows-dev[bot] | Labels: testing, code-quality, automated-analysis

80. Campaign: Security Alert Burndown #10444 - Campaign: Security Alert Burndown

    • Author: mnkiefer | Labels: create-agentic-campaign

81. [CI Failure Doctor] JS tests failed after PR #10421 merged - MCP Gateway format change broke tests #10428 - [CI Failure Doctor] JS tests failed after PR Fix MCP Gateway schema validation for stdio servers with container field #10421 merged - MCP Gateway format change broke tests

    • Author: github-actions[bot] | Labels: None

82. [CI Failure Doctor] TypeScript type error in handle_agent_failure.cjs - boolean passed to renderTemplate #10427 - [CI Failure Doctor] TypeScript type error in handle_agent_failure.cjs - boolean passed to renderTemplate

    • Author: github-actions[bot] | Labels: bug, priority-high, ci-failure, typescript

83. [P1] Agent Content Quality Crisis - 60% of Agents Have Zero Engagement #10419 - [P1] Agent Content Quality Crisis - 60% of Agents Have Zero Engagement

    • Author: github-actions[bot] | Labels: enhancement, quality, agent-workflow, P1, content

84. [P2] Low-Activity Agent Assessment - Code, GitHub, Copilot (1 Output Each) #10420 - [P2] Low-Activity Agent Assessment - Code, GitHub, Copilot (1 Output Each)

    • Author: github-actions[bot] | Labels: investigation, optimization, agent-workflow, P2

85. [P0] Agent Performance Analyzer - Critical Self-Healing Investigation (10% Success Rate) #10418 - [P0] Agent Performance Analyzer - Critical Self-Healing Investigation (10% Success Rate)

    • Author: github-actions[bot] | Labels: bug, meta-orchestrator, P0, agent-workflow, self-healing

86. [agentics] Code Scanning Fixer failed #10416 - [agentics] Code Scanning Fixer failed

    • Author: github-actions[bot] | Labels: agentic-workflows

87. [step-names] Align step names in release.lock.yml, super-linter.lock.yml, and mergefest.lock.yml #10404 - [step-names] Align step names in release.lock.yml, super-linter.lock.yml, and mergefest.lock.yml

    • Author: github-actions[bot] | Labels: maintenance, step-naming

88. [agentics] agentic workflows out of sync #10392 - [agentics] agentic workflows out of sync

    • Author: github-actions[bot] | Labels: maintenance, workflows

89. [agentics] Smoke Copilot failed #10388 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

90. [agentics] Agentic Workflow Issues #10387 - [agentics] Agentic Workflow Issues

    • Author: github-actions[bot] | Labels: agentic-workflows

91. [agentics] Smoke Copilot failed #10385 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

92. [agentics] Agentic Workflow Issues #10384 - [agentics] Agentic Workflow Issues

    • Author: github-actions[bot] | Labels: agentic-workflows

93. [agentics] Smoke Copilot failed #10375 - [agentics] Smoke Copilot failed

    • Author: github-actions[bot] | Labels: agentic-workflows

94. [CI Failure Doctor] Recurring CI failure: lint-go formatting failure - 6th+ occurrence (Run #21079743257) #10368 - [CI Failure Doctor] Recurring CI failure: lint-go formatting failure - 6th+ occurrence (Run #21079743257)

    • Author: github-actions[bot] | Labels: formatting, CI Failure Investigation, recurring-pattern, process-compliance

95. Delight agentic usign delight lables #10360 - Delight agentic usign delight lables

    • Author: pelikhan | Labels: None

96. [ca] CLI Version Updates: Claude Code 2.1.9, Copilot 0.0.384, Codex 0.87.0, Playwright MCP 0.0.56, MCP Gateway v0.0.62 #10359 - [ca] CLI Version Updates: Claude Code 2.1.9, Copilot 0.0.384, Codex 0.87.0, Playwright MCP 0.0.56, MCP Gateway v0.0.62

    • Author: github-actions[bot] | Labels: automation, dependencies

97. [CI Failure Doctor] 🏥 CI Failure Investigation - Grafted Commit After Lock File Revert (Run #30058) #10357 - [CI Failure Doctor] 🏥 CI Failure Investigation - Grafted Commit After Lock File Revert (Run #30058)

    • Author: github-actions[bot] | Labels: bug, automation, ci

98. [plan] Improve User Experience Delight - Validation Errors, Documentation, and README #10355 - [plan] Improve User Experience Delight - Validation Errors, Documentation, and README

    • Author: github-actions[bot] | Labels: ai-generated, plan, delight

99. [plan] Transform README into an inviting front door with visual appeal and personality #10354 - [plan] Transform README into an inviting front door with visual appeal and personality

    • Author: github-actions[bot] | Labels: ai-generated, plan, delight

100. [plan] Add visual hierarchy and progressive disclosure to Safe Outputs documentation #10353 - [plan] Add visual hierarchy and progressive disclosure to Safe Outputs documentation

     • Author: github-actions[bot] | Labels: ai-generated, plan, delight

---

🎯 Key Takeaways

1. Robust Automation: The repository demonstrates mature automation with 95+ bot-generated issues tracking workflow health, testing, and code quality

2. High Closure Rate: 65% of issues closed within the week indicates efficient issue resolution and workflow completion

3. Quality Focus: Significant emphasis on code quality with 11 issues related to refactoring, test coverage, and static analysis

4. Workflow Observability: Extensive smoke testing and health monitoring ensures reliability across Copilot, Claude, and Codex engines

5. Human Engagement: While bot activity dominates, the 5 human-created issues represent important feature requests and enhancements

References:

• §21142287069 - This workflow run

AI generated by Weekly Issue Summary

• expires on Jan 26, 2026, 3:11 PM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-01-26T15:11:59.198Z.