[daily performance] Daily Performance Summary - 2026-07-04

[github-actions[bot]]

Performance Overview

The github/gh-aw repository continues to show strong activity levels across all contribution channels. Over the last 90 days, the project has processed 200 pull requests (135 merged, 67.5% merge rate), resolved 879 issues out of 1,000 tracked (87.9% closure rate), and engaged with 100 discussions. The average PR merge time of 4.8 hours reflects an efficient review-and-merge cycle, while the average issue close time of 19.6 hours demonstrates solid responsiveness to reported problems.

Contributor concentration is notable — only 3 unique PR authors were active in the last 90 days, suggesting a tight core team driving changes. The discussion answer rate of 0% on recent discussions (mostly auto-generated reports) indicates this metric is less applicable to the project's automated workflow-driven discussion pattern.

Key Highlights

• ✅ 135 PRs merged in the last 90 days (67.5% merge rate)
• 📊 879 issues resolved in the last 90 days
• 💬 100 discussions tracked (automated workflow reports)
• ⏱️ Average PR merge time: 4.8 hours
• 🔧 Average issue close time: 19.6 hours
• 👥 3 unique PR contributors

🚨 Critical Performance Issues

• ⚠️ Discussion answer rate is 0% — Most discussions appear to be automated workflow reports rather than community Q&A, so this metric may not be meaningful. However, if genuine community questions exist, they are not being answered.
• ⚠️ Low contributor diversity — Only 3 unique PR authors in 90 days suggests high bus factor risk. Consider contributor outreach.
• i️ 48 PRs closed without merging (32 remaining open + closed-not-merged) — Review if rejection rate is expected given the project's agentic PR generation pattern.

📈 Activity Overview

The activity distribution shows Issues dominating at 1,000 tracked items (5× PR volume), indicating a high volume of automated issue tracking or agent-generated issue reporting. PRs at 200 and discussions at 100 reflect the active workflow automation nature of this repository.

📊 Detailed Benchmark Results

🎯 Resolution Metrics

PR Resolution: 135/200 PRs (67.5%) were merged in the last 90 days. 17 PRs remain open. The remaining 48 were closed without merging — consistent with automated agent PRs that may be superseded or rejected by CI checks.

Issue Resolution: 879/1,000 issues (87.9%) were closed in the 90-day window. 121 issues remain open. This is a strong closure rate, indicating good triage and resolution workflows.

⚡ Velocity Metrics

The 4.8-hour average PR merge time is excellent for an automated-agent-heavy project and suggests streamlined CI pipelines with quick human review. The 19.6-hour issue close time reflects same-day or next-day responsiveness. With only 3 PR contributors, each merge represents deliberate action.

📊 Complete Performance Data

Pull Requests

Metric	Value
Total PRs (90d)	200
Merged (90d)	135
Open	17
Closed without merge	48
Merge Rate	67.5%
Avg Merge Time	4.8 hours
Unique Contributors (90d)	3

Issues

Metric	Value
Total Issues (90d)	1,000
Closed (90d)	879
Open	121
Closure Rate	87.9%
Avg Resolution Time	19.6 hours

Discussions

Metric	Value
Total Discussions (90d)	100
Answered	0
Answer Rate	0%
Note	Mostly automated workflow reports

📈 Historical Comparisons

This is the first daily performance summary for this repository. Future runs will track trends over time. Key baselines established today:

• PR merge rate baseline: 67.5%
• Issue closure rate baseline: 87.9%
• Avg PR merge time baseline: 4.8 hours
• Avg issue close time baseline: 19.6 hours

💡 Optimization Recommendations

1. Expand contributor base: With only 3 PR authors in 90 days, consider opening contribution pathways via good-first-issue labeling and contributor documentation to reduce bus factor risk.
2. Review non-merged PR patterns: 48 closed-without-merge PRs (24%) may indicate automated agent PRs that need better pre-flight checks before submission — reducing noise in the PR queue.
3. Establish discussion triage process: As the project grows, monitoring community discussions for unanswered questions will improve engagement; consider a weekly discussion review cadence.
4. Issue volume management: 1,000 issues in 90 days is high-volume — verify automated issue creation workflows have appropriate deduplication to prevent issue sprawl.

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Report generated automatically by the Daily Performance Summary workflow
Data source: github/gh-aw — Last 90 days
Run: §28719526419

Generated by ⚡ Daily Project Performance Summary Generator (Using MCP Scripts) · 69.2 AIC · ⌖ 25.1 AIC · ⊞ 9.2K · ◷

• expires on Jul 7, 2026, 1:24 PM UTC-08:00

[github-actions[bot]]

This discussion has been superseded by a newer daily performance report.