[daily issues] Daily Issues Report - 2026-09-13

[github-actions[bot]]

Summary

1000 issues analyzed — the repository's issue volume remains high-throughput, dominated by automated agentic workflow runs. 159 issues (15.9%) are currently open against 841 closed (84.1%), with a strikingly fast average close time of 0.57 days — a signature of automation-driven issue lifecycles rather than manual triage queues.

Clustering by TF-IDF/K-means surfaces the platform's own workflow categories as dominant themes: general gh aw tooling discussions, agent workflow failure reports, and smoke-test/copilot-workflow failures make up the bulk of activity. A smaller but persistent "squad game planner" cluster and a "code scanning fixer" cluster point to active experimentation areas. All 1000 issues sampled were created within the last 7 days, reflecting the repository's very high issue-creation velocity.

No issues were flagged as stale (30+ days without activity), which is expected given the short observation window, but 179 issues (17.9%) lack labels and 953 (95.3%) lack assignees — worth a light triage pass to keep automation-generated issues discoverable.

View Full Details

📈 Issue Activity Trends

Both opened and closed counts track closely day-over-day, confirming that issues are resolved (auto-closed) almost as quickly as they are created — consistent with automated workflow-run reporting rather than long-lived human-triaged bugs.

🏷️ Issue Clusters by Theme

The largest clusters center on general gh aw/agentic-workflow terminology, agent failure/summary reports, and copilot workflow smoke-test failures — reflecting the repository's core focus as a workflow-automation testbed generating its own operational telemetry as issues.

Cluster Details

Cluster	Theme (top keywords)	Issue Count	Sample Issues
5	aw, gh, gh aw, workflow, pr	270	#60610, #60604, #60592
4	model, agent, workflow, failure, details	244	#60620, #60608, #60607
3	failure, workflow, agent, details, summary	172	#60627, #60626, #60619
1	work, work progress, progress, created, agent	130	#60629, #60628, #60621
7	smoke, workflow smoke, workflow, failure, smoke copilot	88	#60611, #60525, #60523
2	squad, game, squad game, game planner, planner	42	#60618, #60617, #60616
0	body, discussion, number, failure, tmp	33	#60624, #60593, #60586
6	fixer, code scanning, scanning, code, details	21	#60623, #60590, #60534

📊 Key Metrics

Volume Metrics

• Total Issues Analyzed (issues_analyzed): 1000 (Scope: Last 1000 issues)
• Open Issues (open_issues): 159 (15.9%)
• Closed Issues (closed_issues): 841 (84.1%)

Time-Based Metrics

• Issues Opened (Last 7 Days) (issues_opened_7d): 1000
• Issues Opened (Last 30 Days) (issues_opened_30d): 1000
• Average Time to Close: 0.57 days

Triage Metrics

• Issues Without Labels (issues_without_labels): 179
• Issues Without Assignees (issues_without_assignees): 953
• Stale Issues (30+ days) (stale_issues): 0

🏆 Top Labels

Label	Issue Count
agentic-workflows	560
automation	150
cascade-suspected	130
cookie	76
squad:plan	42
testing	38
code-quality	34
improvement	31
quick-win	28
task-mining	28

👥 Most Active Authors

Author	Issues Created
@app/github-actions	940
@app/cao-githubnext-gh-aw-cao-write	16
@lpcox	9
@jaroslawgajewski	2
@abbottdev	2
@lis365b	2
@dsfaccini	2
@dsyme	2
@AndrewBabchenko	1
@jpmicrosoft	1

⚠️ Issues Needing Attention

Stale Issues (No Activity 30+ Days)

• None found 🎉

Unlabeled Issues

• [aw] Daily Go Test Parallelizer produced no safe outputs #60629: [WIP] Daily Go Test Parallelizer: work in progress
• [aw] Dead Code Removal Agent timed out #60628: [WIP] Dead Code Removal Agent: work in progress
• [WIP] Daily Go Test Parallelizer: work in progress #60621: [WIP] Daily Go Test Parallelizer: work in progress
• [WIP] Package Specification Extractor: work in progress #60605: [WIP] Package Specification Extractor: work in progress
• [WIP] Daily Go Test Parallelizer: work in progress #60602: [WIP] Daily Go Test Parallelizer: work in progress
• [WIP] Instructions Janitor: work in progress #60601: [WIP] Instructions Janitor: work in progress
• [WIP] Daily Trajectory Grader Implementer: work in progress #60591: [WIP] Daily Trajectory Grader Implementer: work in progress
• [WIP] Daily Go Test Parallelizer: work in progress #60587: [WIP] Daily Go Test Parallelizer: work in progress
• [model-resolution] Daily Sub-Agent Model Resolution Audit — 2026-09-13 #60581: [model-resolution] Daily Sub-Agent Model Resolution Audit — 2026-09-13
• [WIP] Dictation Prompt Generator: work in progress #60573: [WIP] Dictation Prompt Generator: work in progress
• Bump gh-aw-firewall to v0.28.16 and gh-aw-mcpg to v0.4.21 #60567: Bump gh-aw-firewall to v0.28.16 and gh-aw-mcpg to v0.4.21
• [WIP] Daily Documentation Diagram: work in progress #60566: [WIP] Daily Documentation Diagram: work in progress
• [WIP] Daily Safe Outputs Git Simulator: work in progress #60560: [WIP] Daily Safe Outputs Git Simulator: work in progress
• [copilot-cli-research] Copilot CLI Deep Research - 2026-09-13 #60555: [copilot-cli-research] Copilot CLI Deep Research - 2026-09-13
• [WIP] Go Logger Enhancement: work in progress #60551: [WIP] Go Logger Enhancement: work in progress

📝 Recommendations

1. Run a light triage pass on the 179 unlabeled issues (many are [WIP] agent-generated work-in-progress reports) to keep the label taxonomy consistent.
2. Consider auto-labeling automation-generated issues (e.g., automation, agentic-workflows) at creation time to reduce the unlabeled backlog going forward.
3. The near-zero average close time and 0 stale issues suggest the automated lifecycle is healthy; periodic review of the "cascade-suspected" label (130 issues) is recommended to confirm no genuine cascading failures are being auto-closed prematurely.
4. Monitor the "squad game planner" and "code scanning fixer" clusters as emerging experimentation areas that may warrant dedicated tracking or documentation.

---

Report generated automatically by the Daily Issues Report workflow
Data source: Last 1000 issues from github/gh-aw

Generated by 📅 Daily Issues Report Generator · copilot · auto · 30 AIC · ⌖ 15.9 AIC · ⊞ 14K · ◷

• expires on Sep 16, 2026, 6:37 AM UTC-08:00

[github-actions[bot]]

This discussion has been marked as outdated by Daily Issues Report Generator.

A newer discussion is available at Discussion #60855.