[daily performance] Daily Performance Summary - 2026-08-14

[github-actions[bot]]

Performance Overview

The github/gh-aw repository is showing exceptionally high development velocity. Based on the most recent 500 pull requests, 500 issues, and 100 discussions retrieved via the MCP query tools, activity is concentrated in a very short recent window rather than the full 90-day period — the repository's throughput is high enough that these sample sizes only reach back a few days. Pull request merge activity is strong, with the majority of sampled PRs already merged and a healthy number of unique contributors driving change.

Issue resolution is keeping pace with intake, with roughly two-thirds of sampled issues already closed. Discussion activity is present but the sampled window shows no answered discussions yet, which may reflect either very recent creation or an opportunity to improve discussion follow-through.

Note on data window: Because of platform query limits, the underlying data was capped at 500 PR/issue records and 100 discussion records rather than a full 90-day pull. Given current velocity, this window covers only ~8 days of PR history, ~3.5 days of issue history, and ~2.4 days of discussion history — not the full 90-day period intended by this report.

Key Highlights

• ✅ 358 PRs merged (out of 500 sampled, ~8-day window)
• 📊 321 issues resolved (out of 500 sampled, ~3.5-day window)
• 💬 0 discussions answered (out of 100 sampled, ~2.4-day window)
• ⏱️ Average merge time: 4.7 hours
• 👥 7 unique PR contributors

🚨 Critical Performance Issues

No critical performance issues detected in the sampled data. However, note the data-window limitation above — a true 90-day view was not achievable with current query limits and should be revisited (e.g., via paginated queries) for a complete trend analysis.

📈 Activity Overview

PRs dominate recorded activity, followed by issues, with discussions comprising a smaller sampled share. This distribution is consistent with a codebase undergoing active feature and fix development at high frequency.

📊 Detailed Benchmark Results

🎯 Resolution Metrics

Merged PRs (71.6%) substantially outnumber open ones (7%, remainder in other closed states), showing strong merge throughput. Closed issues (64.2%) also outpace open issues (35.8%), indicating the team is generally keeping up with incoming issue volume.

⚡ Velocity Metrics

Average PR merge time (4.7 hours) is very fast, suggesting an efficient review/merge pipeline (likely automation-assisted). Average issue close time (14.9 hours) is also quick. Discussion answer rate is currently 0% in the sampled window — worth monitoring going forward.

📊 Complete Performance Data

Pull Requests

Metric	Value
Total PRs (sampled)	500
Merged	358
Open	35
Avg Merge Time	4.7 hours
Unique Contributors	7
Sample window	2026-08-06 to 2026-08-14

Issues

Metric	Value
Total Issues (sampled)	500
Closed	321
Open	179
Avg Resolution Time	14.9 hours
Sample window	2026-08-11 to 2026-08-14

Discussions

Metric	Value
Total Discussions (sampled)	100
Answered	0
Answer Rate	0.0%
Sample window	2026-08-12 to 2026-08-14

📈 Historical Comparisons

No historical cache data was available for comparison in this run. Future runs should persist metrics to /tmp/gh-aw/cache-memory/ to enable trend comparisons across reports.

💡 Optimization Recommendations

1. Increase query pagination: The mcp-script query tools currently cap out around 500 records (300–500 before timeout/size limits) and 100 for discussions. Implement date-filtered pagination so a true 90-day window can be captured instead of only the most recent few days.
2. Investigate discussion answer rate: 0% of sampled discussions have an accepted answer — review whether discussions are being actively triaged and answered by maintainers.
3. Monitor contributor concentration: Only 7 unique PR authors were observed in this fast-moving window; consider whether this reflects healthy focused ownership or a bus-factor risk worth addressing.

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Report generated automatically by the Daily Performance Summary workflow
Data source: github/gh-aw - sampled window (see notes above); intended period: last 90 days
Powered by Safe-Input Tools - GitHub queries exposed as MCP tools

Generated by ⚡ Daily Project Performance Summary Generator (Using MCP Scripts) · auto · 58.2 AIC · ⌖ 3.82 AIC · ⊞ 12.7K · ◷

• expires on Aug 17, 2026, 1:02 PM UTC-08:00

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-08-17T21:02:57.991Z.

Closed by Workflow

[github-actions[bot]]

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