🏥 Safe Output Health Report - February 10, 2026

[github-actions[bot]]

Executive Summary

Safe output jobs in the gh-aw repository are performing exceptionally well with 100% success rate for all executed jobs in the last 24 hours. No errors, failures, or critical issues were detected.

Period: Last 24 hours (February 9-10, 2026)
Runs Analyzed: 55 workflow runs
Safe Output Jobs Executed: 41 jobs
Safe Output Jobs Failed: 0 (0%)
Safe Output Jobs Skipped: 9 (22%)
Success Rate: 100% ✅
Average Execution Time: 14.4 seconds

Safe Output Job Statistics

Job Type	Executions	Failures	Success Rate
safe_outputs (overall)	41	0	100%
- Executed successfully	32	0	100%
- Skipped (agent failed)	9	0	N/A

Safe Output Tool Call Breakdown

The following safe output operations were successfully executed:

Tool	Call Count	Workflows
safeoutputs_create_discussion	5	5
safeoutputs_noop	4	4
safeoutputs_upload_asset	3	1
safeoutputs_update_pull_request	2	2
safeoutputs_remove_labels	2	2
safeoutputs_push_to_pull_request_branch	2	2
safeoutputs_create_pull_request	2	1
safeoutputs_add_labels	2	2
safeoutputs_add_comment	2	2
safeoutputs_create_issue	1	1

Total Safe Output Operations: 25 successful operations across 41 jobs

Analysis: No Error Clusters Found

After thorough analysis of all 41 safe output jobs from the last 24 hours, zero error clusters were identified. This represents optimal health for the safe output system.

What Was Analyzed

1. Job Execution Logs: Examined workflow logs for all 41 safe_outputs jobs
2. Error Patterns: Searched for:
   • GitHub Actions error markers (##[error])
   • Failed job conclusions
   • API errors (rate limits, authentication failures)
   • Parsing/validation errors
   • Network timeouts
   • MCP server failures
3. Job Conclusions: Verified success/failure status for each job
4. Tool Call Success: Confirmed all 25 tool calls completed successfully

Findings

✅ No API Errors: Zero GitHub API failures, rate limits, or authentication issues
✅ No Parsing Errors: All agent outputs were successfully parsed and validated
✅ No Permission Errors: All GitHub operations completed with appropriate permissions
✅ No Network Errors: No timeouts or connection failures detected
✅ No MCP Failures: Zero MCP server failures in safe output operations

Skipped Jobs Analysis

Nine safe output jobs were skipped in the last 24 hours. These skips are not safe output failures - they occurred because the agent job failed before reaching the safe outputs stage.

View Skipped Jobs (9 total)

Run ID	Workflow	Reason
§21849324635	Smoke Project	Agent job failed/cancelled
§21849324657	Agent Container Smoke Test	Agent job failed/cancelled
§21849326527	Security Guard Agent 🛡️	Agent job failed/cancelled
§21852323813	Security Guard Agent 🛡️	Agent job failed/cancelled
§21852489974	Smoke Project	Agent job failed/cancelled
§21852489979	Agent Container Smoke Test	Agent job failed/cancelled
§21852490012	Changeset Generator	Agent job failed/cancelled
§21852490018	Smoke Codex	Agent job failed/cancelled
§21853648818	Test Dispatcher Workflow	Agent job failed/cancelled

Note: These skipped jobs are monitored by other health workflows (Agent Performance Analyzer, etc.) and are out of scope for safe output health monitoring.

Workflows With Most Safe Output Activity

The following workflows made the most use of safe output operations:

1. Smoke Codex - 3 runs, 6 tool calls
2. Changeset Generator - 3 runs, 4 tool calls
3. Go Logger Enhancement - 1 run, 2 tool calls
4. Daily Project Performance Summary Generator - 1 run, 2 tool calls
5. Daily Documentation Updater - 2 runs, 2 tool calls

Performance Metrics

Execution Time Analysis

• Average Duration: 14.4 seconds
• Range: 8-37 seconds (excluding skipped jobs)
• Performance: ✅ Healthy - all jobs completed within reasonable timeframes

Reliability Metrics

• Job Availability: 100% (all scheduled safe output jobs executed when agent succeeded)
• Tool Call Success Rate: 100% (25/25 operations successful)
• MCP Server Uptime: 100% (zero MCP failures)
• GitHub API Success: 100% (zero API errors)

Historical Context

This is the first audit recorded in the safe output health monitoring system. Future audits will include trend analysis and comparisons with historical data.

Baseline Established:

• ✅ 100% success rate for safe output jobs
• ✅ 14.4 second average execution time
• ✅ Zero error patterns identified
• ✅ 25 successful tool calls across 10 different tool types

Recommendations

✅ Current State: Excellent

The safe output system is functioning optimally with no issues requiring immediate attention.

Monitoring Recommendations

1. Continue Daily Audits: Maintain daily monitoring to catch any degradation early
2. Watch for Trends: Monitor the following metrics in future audits:
   • Success rate trends
   • Average execution time trends
   • API error rate
   • MCP failure rate
3. Skipped Job Root Causes: While skipped safe output jobs are not safe output failures, investigating why agent jobs fail could reduce the skip rate

Process Improvements

No process improvements needed at this time. The current safe output system design is working as intended:

• ✅ Proper error handling
• ✅ Successful API interactions
• ✅ Reliable MCP server integration
• ✅ Appropriate job dependencies (skips when agent fails)
• ✅ Good performance characteristics

Next Steps

• Daily audit completed successfully
• Cache memory updated with findings
• Baseline metrics established
• Continue daily monitoring
• Compare next audit with baseline to identify trends

Metrics and KPIs

Metric	Value	Status
Overall Success Rate	100%	✅ Excellent
Most Reliable Job Type	All types	✅ 100% success
Average Execution Time	14.4s	✅ Healthy
API Error Rate	0%	✅ Perfect
MCP Failure Rate	0%	✅ Perfect
Tool Call Success Rate	100% (25/25)	✅ Perfect

Conclusion

The safe output health monitoring system is now operational, and the initial audit reveals optimal health across all metrics. The system successfully handled 25 safe output operations across 41 jobs with zero failures.

Status: 🟢 All Systems Operational

The next audit will run in 24 hours and will include trend analysis comparing against today's baseline.

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Audit Date: February 10, 2026
Analysis Tool: gh-aw MCP server
Logs Analyzed: 55 workflow runs
Cache Location: /tmp/gh-aw/cache-memory/safe-output-health/2026-02-10.json

AI generated by Safe Output Health Monitor

• expires on Feb 17, 2026, 8:15 AM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-17T08:15:51.679Z.

Closed by Workflow