[copilot-session-insights] Daily Copilot Agent Session Analysis — 2026-06-06

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🤖 Copilot Agent Session Analysis — 2026-06-06

Executive Summary

• Sessions Analyzed: 50
• Analysis Period: 2026-06-06 05:56–06:11 UTC (single 15-minute push burst)
• Completion Rate: 2% (1/50) — new non-zero window low
• Average Duration: 0.28 min overall (49 zero-duration gate sweeps + 1 substantive run @13.97 min)
• Experimental Strategy: None (standard run)

Today was a pure gate-sweep day: 49 of 50 sessions ended in action_required (zero-duration CI gates), and the lone success was a Running Copilot cloud agent run. Completion has now stayed ≤8% for four consecutive days (06-03 → 06-06), flattening the earlier oscillation into a sustained low-productivity regime. The 7-day completion average fell from 14.0% to 10.6%. Orphaned-branch risk remains healthy at 0% — all open PRs are Copilot-assigned.

Key Metrics

Metric	Value	Trend
Total Sessions	50	→
Successful Completions	1 (2%)	↓ (from 4 / 8%)
Failed / action_required	49 (98%)	↑ (from 46 / 92%)
Failures / Skips	0 / 0	→
Average Duration	0.28 min	↓ (from 0.73 min)
7-day Completion Avg	10.6%	↓ (from 14.0%)
Loop Detection Rate	N/A — conversation logs unavailable	—
Context Issues	N/A — conversation logs unavailable	—
Orphaned Branch Rate	0% (vs 40% baseline)	→ healthy

📈 Session Trends Analysis

Completion Patterns

After the high-water marks of 05-23 (44%) and 05-26 (46%), completion has decayed steadily and now sits at a window low of 2%. The red "failed/gate-swept" line and green "successful" line have diverged sharply over the last four days — gating friction, not agent failure, dominates outcomes.

Duration & Efficiency

The bimodal split is stark: the substantive-session bars and average-duration line both collapse toward the right edge, with today showing a single >1-minute session. When real work does run it clears the ~14-minute "success duration floor," but those events are now rare.

Success Factors ✅

1. Cloud-agent workflow provenance: The only success today (and the dominant success source all window) was a Running Copilot cloud agent run. CI gate workflows (Q, Agentic Commands, Smoke CI, CJS, CGO) never produce a "success" conclusion — they only gate.
   • Success rate: 1/1 of cloud-agent runs vs 0/49 gate runs today.
2. Success duration floor holds: The one success ran 13.97 min — consistent with the established pattern that genuine completions cluster at ≥~14 min on cloud-agent days.
   • Real work is identifiable by duration; sub-minute runs are gates, not completions.
3. Copilot assignment prevents orphaning: All 9 open PRs carry a Copilot assignee, so none qualify as orphaned regardless of gate volume.
   • Orphan rate 0% — inverse-gate-count-to-conclusiveness reconfirmed.

Failure Signals ⚠️

1. Gate-sweep saturation: 98% of sessions are zero-duration action_required CI gates fired by branch pushes — the highest action_required share in the window.
   • Failure (non-completion) rate: 98%.
2. Sustained completion floor: Four straight days ≤8% (4%, 8%, 8%, 2%) — the prior 4–46% oscillation has flattened into a low-productivity regime.
   • Indicates productive work is increasingly concentrated in a single workflow type.
3. Synchronized burst saturation: All 50 sessions landed in a 15-minute window from 5 branch pushes × ~10 gate workflows each.
   • Burst outcome is branch-dependent: branches not yet driving a cloud-agent run yield only gates.

Prompt Quality Analysis 📝

Per-Prompt Breakdown

Conversation transcripts were not available this run (14th+ consecutive day — the logs directory was empty). Prompt-quality, loop-detection, context-confusion, and reasoning analysis all depend on the agent's internal monologue and could not be performed today. Metrics in this report are derived from CI/infrastructure metadata (run conclusions, durations, branches, PR assignment) only.

This is now the single longest-running data-quality gap in the analysis pipeline and should be prioritized for repair (see Recommendations → Tool Development).

Orphaned Branch Escalation Alerts 🚨

Branches with ≥5 simultaneous gate firings and no Copilot agent assigned for >2 hours.

Summary

• Orphaned Branches Today: 0 out of 9 open PR branches (0%)
• Historical Baseline: ~40% orphaned rate
• Status: ✅ NORMAL (well below the 50% elevated-waste threshold)

Escalation Candidate Details

Escalation Candidates

✅ No orphaned branches exceed the escalation threshold today.

All 9 open PRs are Copilot-assigned, and repo-wide there was only 1 in-progress workflow run (this analysis workflow, on main) — zero in-progress gates on any PR branch. No branch meets the ≥5-gate + no-agent + >1h criteria.

CI Waste Estimate

• Orphaned gate-hours today: 0 — no recoverable orphaned CI capacity.
• The 49 gate sweeps are short-lived (~0 min each) and tied to actively Copilot-assigned branches, so they are expected push-validation cost, not waste.

Notable Observations

Loop Detection, Tool & Branch Diagnostics

Loop Detection

• Sessions with loops: Undetectable — conversation logs unavailable.
• Duration-based proxy shows no anomalous long-runners (max 13.97 min, within the normal cloud-agent band).

Workflow / "Tool" Usage (today's session mix)

• Q: 17 runs
• Agentic Commands: 17 runs
• Smoke CI: 9 runs
• CJS: 3 runs
• CGO: 3 runs
• Running Copilot cloud agent: 1 run (the only success)

Branch Concentration

• copilot/fix-safe-output-health-monitor: 15 (30%)
• copilot/aw-failures-doc-healer-model-inventory-sentrux: 13 (26%) — host of the single success
• copilot/aw-fix-agentic-workflow-failure: 11 (22%)
• copilot/agentic-token-optimizer: 9 (18%)
• copilot/update-agent-failure-handling: 2 (4%)
• Top branch 30%, top-3 78%; all 5 branches are copilot/*.

Experimental Analysis

Standard analysis only — no experimental strategy this run (probability roll did not trigger the 30% experimental path).

Actionable Recommendations

For Users Writing Task Descriptions

1. Anchor work to a cloud-agent run, not just a branch push: Branches that only trigger CI gates contribute to the 98% action_required floor without producing completions.
   • Before: push commits to a copilot/* branch and wait. After: ensure a Running Copilot cloud agent session is actually driving the change.
2. Batch related pushes: The 15-minute synchronized burst of 5 branches × ~10 gates each amplifies gate noise; spacing pushes reduces saturation.

For System Improvements

1. Distinguish "gated" from "failed" in reporting: 98% action_required is permission/gating friction, not agent failure — surfacing this separately would prevent misreading the completion collapse. — Potential impact: Medium.
2. Track the sustained-completion-floor regime: Four days ≤8% warrants a dashboard alert when the 7-day average drops below ~12%. — Potential impact: Medium.

For Tool Development

1. Restore conversation-log fetching: Behavioral analysis has been blind for 14+ consecutive days. — Frequency of need: every run. Use case: loop detection, context-confusion, prompt-quality, and reasoning analysis all depend on it; this is the top data-quality gap.

Historical Trends and Statistical Summary

Trends Over Time

• Completion rate trend: Declining — 7-day average 17.7% (06-03) → 14.0% (06-05) → 10.6% (06-06); four consecutive days ≤8%.
• Average duration trend: Declining — 0.73 min (06-05) → 0.28 min (06-06); driven by gate-sweep dominance.
• Orphan trend: Stable and healthy — 0% for the last 4 measured days vs 40% baseline.

Statistical Summary

Total Sessions Analyzed:     50
Successful Completions:      1 (2%)
Failed/action_required:      49 (98%)
Hard Failures:               0 (0%)
Skipped/Abandoned:           0 (0%)
In-Progress Sessions:        0 (0%)

Average Session Duration:    0.28 min
Median Session Duration:     0.00 min
Longest Session:             13.97 min (the single success)
Shortest Session:            0.00 min

Loop Detection:              N/A (conversation logs unavailable)
Context Issues:              N/A (conversation logs unavailable)
Workflow Gate Runs:          49 across Q / Agentic Commands / Smoke CI / CJS / CGO

Orphaned Branches:           0 of 9 (0%) vs 40% baseline
In-Progress Runs (repo):     1 (this analysis workflow, on main)

Next Steps

• Review the sustained-completion-floor regime (4 days ≤8%) with the team
• Prioritize restoring conversation-log access (14+ day behavioral blind spot)
• Consider separating "gated" vs "failed" in completion reporting
• Schedule follow-up analysis next run (daily)

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Analysis generated automatically on 2026-06-06.
Run ID: 27056360781
Workflow: Copilot Session Insights

References:

• §27054371891 — the single successful cloud-agent session
• §27056360781 — this analysis run

Generated by 📊 Copilot Session Insights · 239.7 AIC · ⌖ 42.2 AIC · ◷

• expires on Jun 7, 2026, 8:04 AM UTC

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This discussion has been marked as outdated by Copilot Session Insights.

A newer discussion is available at Discussion #37518.