[safe-output-health] Safe Output Health Report - 2026-08-07: 0 failures across 169 runs

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Executive Summary

Safe Output Health: 🟢 Healthy — 0 failures

Audited 200 agentic workflow runs from the last 24 hours (2026-08-06 → 2026-08-07). 169 runs included a safe_outputs job (the single consolidated job that processes all safe-output types — create_discussion, create_issue, add_comment, create_pull_request, create_pull_request_review_comment, update_issue, add_labels, push_to_pull_request_branch, etc.). Every one of the 169 safe_outputs job executions completed successfully — a 100% success rate, 0 failures, 0 missing_tool events, 0 missing_data events.

This is the first audit run for this monitor — there is no prior history in cache memory to compare trends against. This report establishes the baseline.

Out of scope, and therefore not analyzed here: the raw log summary shows 68 total errors and 30 driver_exit failures across the 200 runs, but every one of these traces to the agent job (engine CLI crashes/exits), not to safe-output processing. Agent-job and detection-job failures are monitored by other specialized workflows.

Safe Output Job Statistics

Metric	Value
Total runs analyzed (24h)	200
Runs with a safe_outputs job	169
safe_outputs job failures	0
safe_outputs job success rate	100%
Total safe-output items processed	217
missing_tool events	0
missing_data events	0

Items processed by type:

Safe output type	Items	Runs
submit_pull_request_review	49	49
add_comment	52	29
create_issue	27	19
create_pull_request_review_comment	31	14
update_pull_request	18	9
create_discussion	13	13
assign_to_agent	10	5
add_labels	9	7
create_pull_request	4	4
push_to_pull_request_branch	2	2
update_issue	1	1
close_discussion	1	1

Error Clusters

No error clusters found. Zero safe_outputs job failures were observed across the audit window. No API errors, parsing errors, validation errors, permission errors, network errors, or logic errors were attributable to safe-output processing.

Details on the 68 raw errors / 30 driver_exit failures (out of scope)

The bulk log summary for this window reports total_errors: 68 and total_driver_exit_failures: 30. Verification (multiline pattern match across every run_summary.json, searching specifically for a safe_outputs job entry followed by a failure conclusion) returned zero matches. A broader search for any "conclusion": "failure" across all 200 runs' job details confirmed every failure instance is attached to the agent job (specifically its Execute <engine> CLI step) — i.e., the underlying agent/model driver exiting non-zero — not to the safe_outputs job. These are explicitly out of scope for this monitor and are covered by other agent-health workflows.

Root Cause Analysis

Not applicable this period — no safe-output failures to root-cause. The architecture itself is worth noting for future audits: safe-output processing is consolidated into a single safe_outputs job per run (not per-type jobs), so a single job failure would affect all safe-output types emitted by that run simultaneously. This is an architectural fact to keep in mind if failures do appear in future audits — one bad safe_outputs job conclusion can mean multiple item types were blocked at once.

Recommendations

• Critical issues: None.
• Bug fixes: None needed.
• Config changes: None needed.
• Process improvements: None needed this period. Continue running this monitor daily to build trend history — with only one data point, there is nothing yet to compare against for regression detection.

Work Item Plans

No work items required this period.

Historical Context

This is the first audit performed by this monitor (cache memory at /tmp/gh-aw/cache-memory/safe-output-health/ was empty prior to this run). Baseline data has been stored for future trend comparisons:

• 2026-08-07.json — full daily summary
• index.json — master audit index
• error-patterns.json, recurring-failures.json, solutions.json — initialized empty, ready to accumulate data as issues arise

Metrics / KPIs

• Safe-output job success rate: 100% (169/169)
• Safe-output items processed: 217
• Mean items per run (runs with items): ~1.3

Next Steps

1. Re-run this audit daily to build a trend baseline (currently only 1 data point).
2. If any safe_outputs job failure appears in a future run, capture the job step name, error message, and safe-output type(s) affected, then categorize into error-patterns.json.
3. No action needed on the agent-job driver_exit failures (68 errors / 30 driver_exit) — flagged for the agent-health monitor, out of scope here.

References:

• §31147323650 — sample run with 2 safe-output items (assign_to_agent, add_comment), safe_outputs job succeeded
• §31138646420 — sample run with 5 create_issue items processed successfully
• §31134098475 — sample run with 5 create_pull_request_review_comment + 1 submit_pull_request_review items processed successfully

Generated by 🔒 Safe Output Health Monitor · agent · 236.2 AIC · ⌖ 33.9 AIC · ⊞ 9.9K · ◷

• expires on Aug 7, 2026, 9:03 PM UTC-08:00

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This discussion was automatically closed because it expired on 2026-08-08T05:03:24.866Z.

Closed by Workflow