[copilot-session-insights] Daily Copilot Agent Session Analysis — 2026-06-16

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🤖 Copilot Agent Session Analysis — 2026-06-16

Executive Summary

• Sessions Analyzed: 50
• Analysis Period: 2026-06-15T20:13Z → 2026-06-16T08:30Z
• Completion Rate: 12.0% (6 success / 44 gate-swept)
• Average Duration: 1.09 min (all-sessions); 9.09 min across the 6 successful sessions
• Experimental Strategy: None this run (standard analysis — random gate 57 ≥ 30)
• Data Quality: ⚠️ Metadata-only — conversation transcripts unavailable (OAuth failure, 24th+ consecutive day)

The "sessions" in this dataset are CI/agent workflow runs, not raw conversation turns. 44/50 are 0‐duration action_required gate sweeps awaiting approval; the 6 successes are the only runs that actually executed.

Key Metrics

Metric	Value	Trend
Total Sessions	50	→
Successful Completions	6 (12%)	→ (flat vs 06‐15)
Failed / Gate-swept	44 (88%)	→
Average Duration (all)	1.09 min	↓ slightly
Median Duration	0.0 min	→ (bimodal)
Loop Detection Rate	n/a	— (no transcripts)
Context Issues	n/a	— (no transcripts)
Orphaned-branch Rate	0%	→ (vs 40% baseline)

7‐day completion average (06‐10..06‐16: 40, 18, 4, 38, 8, 12, 12) = 18.9%. Today (12%) sits below the 7‐day average; the saw‐tooth recovery/regression oscillation continues with no recovery spike this run.

📈 Session Trends Analysis

Completion Patterns

Completion rate held flat at 12% for a second day, well below the volatile peaks of 06‐10 (40%) and 06‐13 (38%). The successful-completion line stays low and stable (6 today) while the gate-swept line dominates at 44 — the persistent "approve-to-run" bottleneck rather than agent failure.

Duration & Efficiency

Median duration stays pinned at 0 (the bimodal gate-sweep signature): 44 runs never execute, so all duration mass concentrates in the 6 successes (3.2–21.6 min). Average duration tracks the count of non-zero-duration successes, confirming there is no "slow grind" tail — runs either complete quickly or never start.

Success Factors ✅

1. Copilot cloud-agent provenance: 4/4 Running Copilot cloud agent runs succeeded (6.6 / 8.6 / 11.0 / 21.6 min). Cloud-agent reliability remains the single strongest success signal.
   • Success rate: 100% of cloud-agent runs today
2. Code-review workflows complete fast: 2/2 Running Copilot Code Review runs succeeded in 3.2–3.6 min, below the ~8‐min cloud-agent floor.
   • Success rate: 100% of code-review runs today
3. Low gate-footprint branches convert better: update-report-workflow 3/11 (27.3%) and impact-efficiency-report-poc 2/10 (20%) out-converted the heavy bump-mcpg-to-v0326 1/16 (6.25%).
   • Success-density correlates inversely with gate footprint — a recurring multi-day pattern.

Failure Signals ⚠️

1. High gate-footprint dilutes success: bump-mcpg-to-v0326 ran 15 gate sweeps for a single success (6.25%). Heavy CI fan-out per branch is the dominant inefficiency.
   • Effective "failure" (non-success) rate: 93.75% on that branch
2. Approval-gated runs never execute: 44/50 runs are action_required 0‐duration — pure wasted scheduling/queue overhead, no agent work performed.
   • 88% of all runs this period
3. Sub-floor zero-detail successes: code-review successes complete in 3–4 min — fine here, but the >=8‐min "real work" floor only holds for cloud-agent provenance, so duration alone is not a quality proxy.

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 4 active Copilot branches (0%)
• Historical Baseline: ~40% orphaned rate
• Status: ✅ NORMAL (well below the 50% elevated-waste threshold; ~26th consecutive healthy day)

Escalation Candidate Details

Escalation Candidates

✅ No orphaned branches exceed the escalation threshold today.

All 4 open copilot/* PRs (#39486, #39386, #39300, #39100) are assigned to Copilot, and the only 2 in‐progress workflow runs are both on main (housekeeping + this analysis workflow). No copilot/* branch currently has any active (in‐progress) gate firings, so gate_count = 0 for every open Copilot PR.

The remaining 6 open PRs are housekeeping/bot branches (jsweep, doc‐healer, caveman, linter‐miner, dependabot, dead‐code) with 0 gate firings and no agent expectation.

CI Waste Estimate

• Orphaned gate‐hours today: 0 — no agent-less branch is holding active gates.
• Note: The 44 action_required gate sweeps in the session set are approval-blocked, not agent-orphaned — they consume queue/scheduling overhead but ~0 execution minutes, and every owning branch has Copilot assigned.

Notable Observations

Branch Lifecycle, Tooling & Data Diagnostics

Branch Lifecycle (gate sweeps → successes)

Branch	Sessions	Successes	Success Density
copilot/bump-mcpg-to-v0326	16	1	6.25%
copilot/update-report-workflow	11	3	27.3%
copilot/impact-efficiency-report-poc	10	2	20.0%
copilot/add-custom-validation-safe-outputs	5	0	0%
copilot/update-cache-misconfiguration-algorithm	5	0	0%
copilot/fix-github-actions-job-agent-again	3	0	0%

Branch concentration: top‐3 branches account for 74% of all sessions (32% / 22% / 20%). All 6 branches are copilot/*.

Loop Detection / Context Issues

• Unavailable — conversation transcripts could not be fetched (the single log file present contained an OAuth error: this command requires an OAuth token). Behavioral, loop, and context-confusion analysis cannot be performed for the 24th+ consecutive day. All metrics in this report derive from CI/workflow-run metadata only.

Temporal Clustering

• 06‐15T20:13Z — fix-github-actions-job-agent-again tail
• 06‐16T04:32–05:24Z — dominant burst (impact-efficiency, bump-mcpg, update-report)
• 06‐16T08:30Z — add-custom-validation + update-cache-misconfiguration tail

Experimental Analysis

Standard analysis only — no experimental strategy this run (random gate value 57 ≥ 30 threshold).

Actionable Recommendations

For Users Writing Task Descriptions

1. Prefer cloud-agent-eligible task framing: Tasks routed to Running Copilot cloud agent succeeded 4/4. Scope tasks so they run as full agent sessions rather than spawning many short CI gate sweeps.

For System Improvements

1. Reduce per-branch gate fan-out (impact: High): bump-mcpg-to-v0326 fired 15 approval gates for 1 success. Consolidating or auto-approving trusted gate workflows would cut the 88% gate-sweep overhead directly.
2. Restore conversation-log access (impact: High): The OAuth failure has blocked behavioral analysis for 24+ days. Re-establishing transcript fetch is the single biggest unlock for loop/context/error-recovery insights.

For Tool Development

1. Authenticated transcript fetch (frequency: every run for 24+ days): A reliable token path for {session}-conversation.txt retrieval would convert this from a metadata report into true behavioral analysis.

Historical Trends & Statistical Summary

Trends Over Time

• Completion rate: flat 12% → 12% day-over-day; 7‐day avg 18.9%; oscillating saw-tooth, no recovery spike this run.
• Duration: persistent bimodal distribution (median 0, mean ~1 min) — unchanged structural pattern.
• Orphaned rate: 0% for ~26 consecutive days vs 40% baseline — healthy.

Statistical Summary

Total Sessions Analyzed:     50
Successful Completions:      6 (12%)
Gate-swept (action_required):44 (88%)
Failed Sessions:             0 (0%)
Cancelled/Skipped:           0 (0%)

Average Session Duration:    1.09 min (all) / 9.09 min (successes only)
Median Session Duration:     0.0 min
Longest Session:             21.58 min (Running Copilot cloud agent)
Shortest Success:            3.15 min (Running Copilot Code Review)

Loop Detection:              n/a (no transcripts)
Context Issues:              n/a (no transcripts)
Orphan Candidates:           0

Next Steps

• Reduce per-branch CI gate fan-out (target bump-mcpg-to-v0326-style 16:1 sweep ratios)
• Restore authenticated conversation-log fetch to re-enable behavioral analysis
• Continue monitoring the flat-12% completion plateau for a genuine recovery vs further oscillation

References:

• §27604768468 — CWI gate sweep (add-custom-validation)
• §27604903619 — this analysis run

Generated by 📊 Copilot Session Insights · 180.5 AIC · ⌖ 41.7 AIC · ⊞ 20K · ◷

• expires on Jun 17, 2026, 1:06 AM UTC-08:00

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

A newer discussion is available at Discussion #39754.