Safe Output Health Report - 2026-03-23

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Executive Summary

• Period: Last 24 hours (2026-03-23)
• Runs Analyzed: 100
• Workflows Active: ~27 (most triggered via skipped activation checks)
• Runs with Safe Output Executions: 8
• Safe Output Messages Processed: 39
• Safe Output Messages Failed: 0 ✅
• Safe Output Messages Skipped: 3 (expected/normal)
• Error Clusters Identified: 0
• Overall Success Rate: 100%

Today is a clean run — no safe output job failures detected across the 24-hour audit period.

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Safe Output Job Statistics

Job Type	Executions	Failures	Notes
add_comment	10	0	✅
create_issue	4	0	✅
add_labels	4	0	✅
create_pull_request_review_comment	3	0	✅
submit_pull_request_review	3	0	✅
set_issue_type	3	0	✅
dispatch_workflow	2	0	✅
create_discussion	2	0	✅
remove_labels	2	0	✅
noop	1	0	✅
push_to_pull_request_branch	1	0	⏭ Skipped (no patch)
Custom safe output job	2	0	⏭ Skipped (expected)
TOTAL	39	0	100% success

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Workflow Coverage

Runs with active safe output job executions:

Run ID	Workflow	Messages	Successful	Failed	Skipped
§23463942447	Smoke Copilot	11	10	0	1 (custom job)
§23463942499	Smoke Test Tools	1	1	0	0
§23464385771	Changeset	1	1	0	0
§23464385802	Smoke Copilot	12	11	0	1 (custom job)
§23464385809	Smoke Claude	11	10	0	1 (no patch)
§23464385813	Smoke Codex	1	1	0	0
§23464385831	Smoke Test Tools	1	1	0	0
§23464794777	Auto-Triage Issues	1	1	0	0

Skipped Operation Details

Three messages were skipped (not failures):

1. push_to_pull_request_branch — Smoke Claude (§23464385809)

   • Reason: No patch file found - cannot push without changes
   • This is expected behavior — the agent determined no code changes were needed

2. Custom safe output job (x2) — Smoke Copilot (§23463942447, §23464385802)

   • These are intentional skips of custom smoke-test job hooks
   • Reported as Skipped (custom safe output job): 1 in the processing summary

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Error Clusters

None identified. All safe output operations completed without errors.

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Historical Context

30-Day Trend

Date	Failures	Success Rate	Notes
2026-03-23	0	100%	✅ Clean run
2026-03-22	2	93.8%	EP006 (add_comment context), EP022 (push branch missing)
2026-03-21	2	97.3%	EP006 recurring
2026-03-20	2+	~95%	EP002 (lockdown token) recurring
2026-03-19	0	100%	Clean run
...earlier	variable	85-100%	Various EP006, EP016, EP022 occurrences

Trend: Error rate has been fluctuating in the 0-7% range. Today's clean run (0 failures) is a positive signal. The recurring EP006 pattern (add_comment in wrong context) did not appear today.

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Recommendations

No immediate action required. The safe output system is healthy today.

Ongoing Monitoring Notes

• EP006 (add_comment context mismatch on workflow_dispatch) has been a recurring pattern. It did not appear today but has been seen on 2026-03-22 and multiple earlier dates. No code changes required — it's an operational pattern where agents call add_comment in non-issue/PR contexts.
• EP022 (push_to_pull_request_branch with missing remote branch) appeared on 2026-03-22. The push_to_pull_request_branch skip today was a normal "no patch" skip, not this error.

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Metrics and KPIs

• Overall Safe Output Success Rate (today): 100%
• Most Active Job Type: add_comment (10 executions)
• Workflows with Safe Output Activity: Smoke Copilot, Smoke Test Tools, Changeset, Smoke Claude, Smoke Codex, Auto-Triage Issues
• Zero failures across all 39 processed messages

References:

• §23463942447 — Smoke Copilot (22538 PR)
• §23464385809 — Smoke Claude (22538 PR)
• §23464794777 — Auto-Triage Issues

AI generated by Safe Output Health Monitor · history

• expires on Mar 24, 2026, 11:53 PM UTC

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This discussion has been marked as outdated by Safe Output Health Monitor.

A newer discussion is available at Discussion #22696.