[daily issues] Daily Issues Report - 2026-08-25

[github-actions[bot]]

Summary

1,000 issues analyzed — 130 open (13.0%), 870 closed (87.0%)

The repository's issue tracker is dominated by automated workflow activity: app/github-actions alone authored 946 of the 1,000 most recent issues, reflecting the heavy use of scheduled agentic workflows (daily reports, failure investigators, and status trackers) that file issues as part of their operation. All 1,000 issues in this snapshot were created within the last 6 days (Aug 19–25, 2026), so 7-day and 30-day "opened" counts are effectively identical at this sample size. No stale open issues (30+ days without activity) were found, and only 26 issues lack labels — most of these are "[WIP]" placeholder issues from work-in-progress agent runs.

Clustering by TF-IDF + K-means on titles and bodies produced eight themes, the largest driven by generic workflow-failure and "aw"/gh aw CLI content (clusters 3 and 4, together 68% of issues), consistent with the repo's identity as the home of the gh aw agentic workflow compiler.

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📈 Issue Activity Trends

Opened and closed counts track each other closely across the visible window, indicating the automation that files these issues also resolves most of them quickly (average time-to-close is under 1 day — see Time-Based Metrics below). No sustained backlog buildup is visible.

🏷️ Issue Clusters by Theme

Two clusters dominate: general workflow/agent failure reports (381 issues) and gh aw/CLI-specific daily report issues (300 issues). Smaller, more specialized clusters cover "DeepReport"-style briefings, "Sous Chef" PR automation, "Squad Game" planner content, and failure-investigator threads — each reflecting a distinct named agentic workflow running in this repository.

Cluster Details

Cluster	Top Keywords	Issue Count	Sample Issues
3	failure, agent, workflow, details, summary	381	#55802, #55798, #55783
4	aw, workflow, gh, gh aw, daily	300	#55797, #55788, #55781
6	deep report, deep, id deep, report, agent	112	#55772, #55771, #55770
1	smoke, smoke copilot, copilot, aoai, sub	66	#55635, #55634, #55633
5	chef, sous chef, sous, pr sous, jobs	41	#55719, #55589, #55547
2	failure investigator, investigator, failure, aw, id aw	41	#55708, #55576, #55570
7	game, squad, squad game, game planner, planner	38	#55762, #55761, #55760
0	work, created, issue, agent, fails	21	#55804, #55803, #55799

📊 Key Metrics

Volume Metrics

• Total Issues Analyzed (issues_analyzed): 1,000 (Scope: Last 1000 issues)
• Open Issues (open_issues): 130 (13.0%)
• Closed Issues (closed_issues): 870 (87.0%)

Time-Based Metrics

• Issues Opened (Last 7 Days) (issues_opened_7d): 1,000
• Issues Opened (Last 30 Days) (issues_opened_30d): 1,000
• Average Time to Close: ~0.63 days (~15 hours)

Note: all 1,000 sampled issues fall within the last 6 days due to high automation volume, so the 7d/30d windows both capture the full dataset at this sample size.

Triage Metrics

• Issues Without Labels (issues_without_labels): 26
• Issues Without Assignees (issues_without_assignees): 691
• Stale Issues (30+ days) (stale_issues): 0

🏆 Top Labels

Label	Issue Count
agentic-workflows	498
automation	334
cookie	238
code-quality	121
improvement	112
quick-win	108
task-mining	108
cascade-suspected	91
testing	71
bug	66

👥 Most Active Authors

Author	Issues Created
@app/github-actions	946
@dsyme	8
@lpcox	7
@theletterf	6
@mnkiefer	3
@seesharprun	2
@ricohomewood	2
@lkraav	1
@lw396	1
@johndowns	1

⚠️ Issues Needing Attention

Stale Issues (No Activity 30+ Days)

None found — all open issues have had activity within the last 30 days.

Unlabeled Issues (sample)

• [WIP] Daily Go Test Parallelizer: work in progress #55804: [WIP] Daily Go Test Parallelizer: work in progress
• [aw] Avenger failed #55803: [WIP] Avenger: work in progress
• [WIP] Daily Agent of the Day Blog Writer: work in progress #55799: [WIP] Daily Agent of the Day Blog Writer: work in progress
• Support target-only checkout for MultiRepoOps #55797: Support target-only checkout for MultiRepoOps
• [WIP] CI Optimization Coach: work in progress #55784: [WIP] CI Optimization Coach: work in progress
• Support authenticated Agent Plugin installation from private repositories #55775: Support authenticated Agent Plugin installation from private repositories
• [WIP] Package Specification Enforcer: work in progress #55751: [WIP] Package Specification Enforcer: work in progress
• [WIP] Glossary Maintainer: work in progress #55732: [WIP] Glossary Maintainer: work in progress
• [WIP] Functional Pragmatist: work in progress #55729: [WIP] Functional Pragmatist: work in progress
• [WIP] Package Specification Extractor: work in progress #55728: [WIP] Package Specification Extractor: work in progress

📝 Recommendations

1. Close or label "[WIP]" placeholder issues promptly. Most unlabeled issues are auto-generated work-in-progress placeholders from experimental agent runs; adding a standard wip or experiment label would keep the "unlabeled" triage queue meaningful.
2. Assign owners to human-relevant issues. With 691 of 1,000 issues unassigned, most are automation-authored and self-resolving, but the handful of substantive requests (e.g. Support target-only checkout for MultiRepoOps #55797 target-only checkout, Support authenticated Agent Plugin installation from private repositories #55775 private repo agent plugin install) should get explicit assignees so they don't get lost in the automation noise.
3. Consider consolidating near-duplicate automated report clusters. Clusters 3, 4, and 6 (793 issues combined) largely represent scheduled workflow status/failure reports; if the intent is dashboards rather than actionable issues, routing some of this volume to discussions instead of issues could reduce tracker noise.
4. No backlog risk currently — zero stale issues and sub-day average close times suggest triage processes are keeping pace with automation volume.

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

Note: The close_discussion safe-output tool was not available in this workflow run, so previous daily issues discussions (e.g. #55423 from 2026-08-24) could not be automatically closed. This has been reported via missing_tool.

Generated by 📅 Daily Issues Report Generator · copilot · auto · 49.7 AIC · ⌖ 7.86 AIC · ⊞ 13.8K · ◷

• expires on Aug 28, 2026, 6:50 AM UTC-08:00