[daily performance] Daily Performance Summary - 2026-09-08

[github-actions[bot]]

Performance Overview

This automated daily performance summary attempted to analyze the last 90 days of project activity for github/gh-aw using the required MCP query tools. The current run successfully retrieved current open backlog snapshots for pull requests and issues, generated the requested charts, and recorded a historical baseline entry. However, the rolling-window PR, issue, and discussion queries did not return complete parseable datasets within the MCP transport limits, so throughput and resolution metrics for the 90-day window are incomplete for this cycle.

The current backlog snapshot shows 19 open pull requests and 382 open issues. Because the lifecycle-window queries timed out, merged PR count, resolved issue count, discussion counts, and timing metrics should be treated as unavailable rather than true zeroes. This report therefore focuses on current backlog visibility and flags the data collection gap as the primary operational issue.

Key Highlights

• ✅ 0 PRs confirmed merged in the last 90 days (incomplete data; MCP rolling query timed out)
• 📊 0 issues confirmed resolved (incomplete data; MCP rolling query timed out)
• 💬 0 discussions confirmed answered (incomplete data; discussion payload could not be parsed)
• ⏱️ Average merge time: 0.0 hours (unavailable this run)
• 👥 0 unique contributors counted (unavailable this run)
• 📬 Current backlog snapshot: 19 open PRs and 382 open issues

🚨 Critical Performance Issues

1. Data collection reliability is currently the main blocker. The required github_pr_query and github_issue_query rolling-window calls hit MCP context deadlines, and the discussion query returned an oversized/truncated payload that could not be parsed into usable JSON.
2. Because throughput metrics are incomplete, trend conclusions for merge velocity, issue resolution time, and discussion responsiveness cannot be trusted for this run.
3. The open issue backlog (382) is materially larger than the open PR backlog (19), which may indicate triage accumulation, but this needs a complete rolling dataset before stronger conclusions are drawn.

📈 Activity Overview

The activity overview chart renders the currently available 90-day totals from the collected datasets. In this run, those totals are zero because the rolling datasets were unavailable, so the chart is best interpreted as a visual indicator of the collection failure rather than true inactivity.

📊 Detailed Benchmark Results

🎯 Resolution Metrics

The resolution chart compares current open backlog with successfully collected completed-work counts. Since only backlog snapshots were available, the chart is dominated by current open items and should not be used to infer completion rates for the 90-day window.

⚡ Velocity Metrics

Velocity metrics were computed conservatively from available data only. With lifecycle-window records unavailable, the timing and contributor bars remain at zero and represent unknown values for this run.

📊 Complete Performance Data

Pull Requests

Metric	Value
Total PRs	0 (incomplete query)
Merged	0 (incomplete query)
Open	19
Avg Merge Time	0.0 hours (unavailable)
Unique Contributors	0 (unavailable)

Issues

Metric	Value
Total Issues	0 (incomplete query)
Closed	0 (incomplete query)
Open	382
Avg Resolution Time	0.0 hours (unavailable)

Discussions

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

📈 Historical Comparisons

A new history entry was written to cache memory for this run, establishing or extending a lightweight baseline for future comparisons. Because this run's 90-day throughput data is incomplete, it should not be used as a strong comparative benchmark beyond backlog counts.

💡 Optimization Recommendations

1. Reduce MCP query payload size for rolling-window PR, issue, and discussion collection so 90-day datasets can complete within transport limits.
2. Consider paginated or field-filtered query variants for discussions first, since the current response appears to exceed MCP payload handling capacity.
3. Use the current backlog counts (19 open PRs, 382 open issues) as an interim operational signal, and prioritize issue triage if the elevated open-issue count persists across future complete runs.

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Report generated automatically by the Daily Performance Summary workflow
Data source: github/gh-aw - Last 90 days
Powered by Safe-Input Tools - GitHub queries exposed as MCP tools

Generated by ⚡ Daily Project Performance Summary Generator (Using MCP Scripts) · pi · gpt54 · 52.1 AIC · ⌖ 9.48 AIC · ⊞ 10.1K · ◷

• expires on Sep 11, 2026, 12:52 PM UTC-08:00

[github-actions[bot]]

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