[daily performance] Daily Performance Summary - 2026-07-06

[github-actions[bot]]

Performance Overview

The github/gh-aw repository continues to operate at high velocity with strong automation throughput. Over the sampled period, 100 pull requests were active (68 merged, 15 open) with a remarkably fast average merge time of 2.4 hours, reflecting the predominantly bot-driven workflow. Issue resolution remains healthy with a 89.8% close rate across 1,000 sampled issues.

The repository is operating as an almost fully automated pipeline — PR authors are exclusively bots (copilot-swe-agent, github-actions), which explains the low merge latency and continuous throughput. Discussion engagement shows 0% answer rate, which is typical for a repository where discussions are primarily automated reports rather than community Q&A.

Key Highlights

• ✅ 68 PRs merged (last 100 sampled)
• 📊 898 issues resolved (last 1,000 sampled)
• 💬 100 discussions active
• ⏱️ Average PR merge time: 2.4 hours
• 🤖 Workflow is 100% bot-driven — all PRs authored by automation

🚨 Critical Performance Issues

• ⚠️ Discussion answer rate is 0% — all 100 discussions are unanswered. This is expected for an automated reporting repo, but worth monitoring if human Q&A discussions are intended.
• ⚠️ 17 PRs in a non-merged, non-open state (closed without merge) — potential signal of rejected automation PRs worth reviewing.

📈 Activity Overview

PRs and Discussions both cap at 100 (API sample limit), while Issues shows 1,000 sampled records. The repository generates far more issues than PRs, consistent with agentic workflows that file issues as audit/report artifacts.

📊 Detailed Benchmark Results

🎯 Resolution Metrics

PRs: 68% merged vs 15% open (17% closed without merge). High merge rate confirms automation pipelines are landing changes successfully. The closed-without-merge share may represent superseded or conflicting bot PRs.

Issues: 89.8% closed vs 10.2% open. Healthy closure rate; the open backlog of ~102 issues is primarily active report/audit issues that will auto-close on their expiry dates.

⚡ Velocity Metrics

• PR merge time (2.4 hrs): Excellent — automation merges PRs rapidly with minimal review friction.
• Issue close time (18.7 hrs): Reasonable — most automated issues close within a day.
• Discussion answer rate (0%): All discussions are automated reports (no Q&A threads requiring answers).

📊 Complete Performance Data

Pull Requests

Metric	Value
Total PRs (sampled)	100
Merged	68
Open	15
Closed without merge	17
Avg Merge Time	2.4 hours
Human Contributors	0 (100% bots)

Issues

Metric	Value
Total Issues (sampled)	1,000
Closed	898
Open	102
Avg Resolution Time	18.7 hours

Discussions

Metric	Value
Total Discussions (sampled)	100
Answered	0
Answer Rate	0.0%

💡 Optimization Recommendations

1. Audit closed-without-merge PRs — 17 PRs were closed without merging. Review whether these represent conflicts between competing bots, failed CI, or expected supersessions.
2. Discussion categorization — If community Q&A is desired, consider separating automated report discussions from human-facing ones using separate categories to track answer rates meaningfully.
3. Issue expiry monitoring — With 102 open issues, verify the automated expiry mechanism is functioning so the backlog doesn't grow unbounded.

---

Report generated automatically by the Daily Performance Summary workflow
Data source: github/gh-aw · Sampled: last 100 PRs, 1,000 issues, 100 discussions
Run: §28823629966

Generated by ⚡ Daily Project Performance Summary Generator (Using MCP Scripts) · 65.3 AIC · ⌖ 18 AIC · ⊞ 9.2K · ◷

• expires on Jul 9, 2026, 1:30 PM UTC-08:00

[github-actions[bot]]

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