[safe-output-health] Safe Output Health Report - 2026-04-27

[github-actions[bot]]

Executive Summary

• Period: 2026-04-27 (last 24 hours)
• Runs Analyzed: 10 (from pre-downloaded artifacts; MCP logs tool timed out — analysis based on available snapshots)
• Workflows Active: 8 distinct workflows triggered
• Safe Output Jobs Executed: 1
• Safe Output Jobs Failed: 0
• Error Clusters Identified: 0
• Overall Safe Output Success Rate: 100%

No safe output job failures were detected in this period. The single completed safe output job (create_discussion) succeeded cleanly.

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Safe Output Job Statistics

Job Type	Total Executions	Failures	Success Rate
create_discussion	1	0	100%
create_issue	0	—	—
add_comment	0	—	—
create_pull_request	0	—	—
noop	0	—	—
missing_tool	0	—	—
missing_data	0	—	—

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Workflow Run Breakdown

View all 10 runs analyzed

Run ID	Workflow	Engine	Status	Safe Output
§24996688357	Constraint Solving — Problem of the Day	copilot	✅ success	create_discussion → #28721
§24996992495	[aw] Failure Investigator (6h)	claude	🔄 in_progress (captured mid-run)	None yet
§24997054790	Safe Output Health Monitor	claude	🔄 this run	None yet
§24996471579	Craft slash command	—	agent_skipped (not triggered)	N/A
§24996471646	Poem Bot slash command	—	agent_skipped (not triggered)	N/A
§24996471633	(schedule workflow)	—	agent_skipped	N/A
§24996471590	(schedule workflow)	—	agent_skipped	N/A
§24996471652	(schedule workflow)	—	agent_skipped	N/A
§24996759284	Daily File Diet	—	agent_skipped (skip-if-match hit)	N/A
§24996686612	Issue auto-assignment	—	agent_skipped	N/A

Notes on skipped runs:

• Slash command workflows (Craft, Poem Bot) have activation.if conditions that evaluate to false when no matching slash command is present in the event
• Daily File Diet was skipped because a skip-if-match condition matched: an open issue with [file-diet] in its title already exists (threshold: 1 match)
• Several schedule workflows evaluated pre_activation.outputs.activated as not true, causing agent jobs to be skipped

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Error Clusters

No error clusters identified. All executed safe output jobs completed successfully.

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Root Cause Analysis

API-Related Issues

None detected.

Data Validation Issues

None detected.

Permission Issues

None detected.

Other Observations

The only safe output execution this period was create_discussion in the Constraint Solving workflow (§24996688357):

• Discussion created: #28721 "Nurse Rostering — Scheduling Under Hard and Soft Constraints"
• MCP server health: 1 safeoutputs server, 0 errors, 0% error rate
• Token call status: unknown (not tracked in RPC logs for this run)

The majority of runs in this period had agents skipped at activation/pre-activation — these are expected behaviors and do not indicate safe output health issues.

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Recommendations

Immediate Actions

None required. All safe output jobs in scope passed.

Process Improvements

1. Improve MCP logs tool reliability

   • Current State: The mcp__agenticworkflows__logs tool timed out during this audit, limiting analysis to pre-downloaded artifacts only.
   • Proposed: Increase tool timeout or implement incremental log fetching so the health monitor can access a fuller picture of the last 24 hours.
   • Benefits: More comprehensive coverage; currently only ~10 runs were available vs. potentially hundreds of runs in a full day.
   • Estimated Effort: Small

2. Expand pre-download scope for health monitor

   • Current State: Pre-downloaded artifacts represent only the most recent handful of runs (all starting around 13:00 UTC on 2026-04-27), not the full prior 24 hours.
   • Proposed: The health monitor workflow pre-activation should download artifacts for a broader window before invoking the agent.
   • Benefits: Ensures the audit covers a full 24-hour window as intended.
   • Estimated Effort: Small

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Work Item Plans

Work Item 1: Expand Artifact Pre-Download Coverage

• Type: Enhancement
• Priority: Medium
• Description: The safe output health monitor currently only has access to ~10 runs pre-downloaded, all from the last ~15 minutes. The MCP logs tool to fetch more also timed out. Full 24h coverage requires either a longer pre-download phase or a more reliable log fetching mechanism.
• Acceptance Criteria:
  • Health monitor has access to all safe output jobs from the prior 24 hours
  • MCP logs tool completes without timeout for a standard 24h window
• Technical Approach: Pre-download artifacts using a wider start_date range and/or paginate the logs fetch with smaller batches
• Estimated Effort: Small
• Dependencies: None

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Historical Context

This is the first audit run for the Safe Output Health Monitor. No historical baseline is available for trend comparison. Cache memory has been initialized with today's data to enable trend analysis in future runs.

Metrics and KPIs

• Overall Safe Output Success Rate: 100%
• Most Reliable Job Type: create_discussion (1/1 success)
• Most Problematic Job Type: N/A (no failures)
• Runs with Agent Skipped: 7 of 10 (70%) — expected for slash command and skip-conditioned workflows

Next Steps

• Monitor MCP logs tool availability and timeout behavior in future runs
• Investigate expanding pre-download coverage window
• Establish baseline metrics over the next 7 days for trend detection

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References:

• §24996688357 — Constraint Solving (successful safe output)
• §24997054790 — This audit run
• Discussion #28721 — Nurse Rostering (created by Constraint Solving)

Generated by Safe Output Health Monitor · ● 260.9K · ◷

• expires on Apr 28, 2026, 1:20 PM UTC

[github-actions[bot]]

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

A newer discussion is available at Discussion #28946.