[safe-output-health] Safe Output Health Report — 2026-04-24

[github-actions[bot]]

Executive Summary

• Period: Last 24 hours (2026-04-23 → 2026-04-24)
• Runs Analyzed: 45 workflow runs with safe output data
• Safe Output Jobs Executed: 75 total items processed
• Safe Output Jobs Failed: 0 (execution failures)
• Missing Tool Reports: 2 (gracefully handled)
• Error Clusters Identified: 1 (missing MCP servers — low severity)
• Overall Health: ✅ Excellent — 100% execution success rate

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Safe Output Job Statistics

Job Type	Total Executions	Failures	Success Rate
create_discussion	22	0	100%
create_issue	12	0	100%
add_comment	6	0	100%
create_pull_request	4	0	100%
add_labels	5	0	100%
upload_asset	9	0	100%
noop	9	0	100%
assign_to_agent	3	0	100%
update_issue	2	0	100%
close_issue	1	0	100%
test_environment	1	0	100%
missing_tool	2	0	100%
Total	76	0	100%

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Error Clusters

Cluster 1: Missing MCP Server Tools

• Count: 2 occurrences
• Affected Job Types: missing_tool
• Affected Runs:
  • Run §24888721320: Missing Playwright MCP server
  • Run §24886199056: Missing agentic-workflows MCP server

Full details for missing tool entries

Run 24888721320 — Playwright MCP unavailable:

{
  "tool": "mcp__playwright__browser_run_code",
  "reason": "The mcp__playwright__browser_run_code tool is not available in this environment. Playwright MCP is not configured or accessible, so browser-based testing cannot be performed.",
  "alternatives": "Install and configure the Playwright MCP server in Claude Code settings, or run the Playwright tests directly via CLI using `npx playwright test` with a custom test script.",
  "type": "missing_tool"
}

Run 24886199056 — agentic-workflows MCP unavailable:

{
  "tool": "agentic-workflows MCP server (status + logs tools)",
  "reason": "The user requested use of an \"agentic-workflows\" MCP server with \"status\" and \"logs\" tools, but no such server is registered in this agent session. Only the \"github\" and \"safeoutputs\" MCP servers are available.",
  "alternatives": "Verify that the agentic-workflows MCP server is configured and enabled in the agent's settings (e.g., .claude/settings.json or equivalent MCP config), then retry the request.",
  "type": "missing_tool"
}

Severity: Low. Both cases were handled gracefully — the missing_tool safe output type is working exactly as designed.

• The Playwright run recovered using alternative HTML analysis.
• The agentic-workflows missing-server case likely reflects a transient misconfiguration that auto-resolved (the same MCP server is functioning correctly in today's run).

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Root Cause Analysis

API-Related Issues

None detected. All GitHub API calls (discussion creation, issue creation, comment additions, label assignments) succeeded without rate limit or authentication errors.

Data Validation Issues

None detected. All agent outputs were valid JSON parsed correctly by the safe output handler manager. The handler logs confirm Found N message(s) and Processing N message(s) in order of appearance... without parse errors.

Permission Issues

None detected. All GitHub write operations succeeded — creates, labels, closures.

Missing MCP Tool Issues

Two isolated cases where agent sessions lacked access to optional external MCP tools. These are configuration issues in the calling workflow/environment, not bugs in the safe output system itself.

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Noop Analysis

View all 9 noop messages (workflows that completed without action)

1. PR Triage Agent — "PR Triage complete — 16 open PRs found in github/gh-aw, all from same-repo branches. Zero fork PRs exist, so no triage actions were taken."

2. Dependabot Bundle Monitor — "No action needed: Searched for open Dependabot PRs in github/gh-aw but found none. No bundle issues to create."

3. Daily File Diet — "First run — no baseline existed. Computed metrics: health_score=100/100, avg_file_length=270.39 lines. Baseline stored. No issue created on first run."

4. Markdown Spellcheck — "No valid markdown spellcheck fixes needed for docs/src/content/. Spellcheck artifact files do not exist, indicating no findings were produced."

5. Daily Security Red Team — "Daily security scan completed. Analyzed 588 files (536 .cjs + 52 .sh) changed in last 24 hours. No genuine security findings detected."

6. Error Message Quality Analyzer — "Analysis complete — both test cases scored 85/100 (average 85/100 ≥ 70, no score < 55). Error message quality is good; no issue required."

7. Documentation Auditor — "No action needed: Audited github-agentic-workflows.md against v0.68.3 (published 2026-04-14). All v0.68.3 features are already documented. No updates required."

8. Sentry Telemetry Monitor — "No valid telemetry retrieved: The Sentry MCP server is mounted but exposes 0 tools. Cannot query token consumption data. No issue was created."

9. Concurrency Analysis Agent — "Analysis complete for tool assign_to_agent (first run). No real concurrency bugs found. Cache updated."

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Key Observations

Healthy patterns:

• The create_discussion handler with close_older_discussions: true is working correctly — old discussions are being closed automatically when new ones are created (e.g., Discussion 🧩 Constraint Solving POTD:Bin Packing #28083 → 🧩 Constraint Solving POTD:Nurse Rostering — Scheduling Under Hard and Soft Constraints #28265 in the Constraint Solving workflow).
• Label application after discussion creation is reliable (verified in logs).
• The two-artifact system (safe-output-items.jsonl + safeoutputs.jsonl) provides complete audit trails.
• Temporary ID (temporaryId) cross-referencing is being used correctly across workflows.

Sentry MCP server (observation, not a safe output failure):
One noop message notes that the Sentry MCP server "exposes 0 tools" — this means the server mounts but its tools are inaccessible. This is out of scope for safe output health but worth flagging as a separate issue.

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Recommendations

Configuration Changes

1. Sentry MCP Tool Exposure (Low Priority)

   • Issue: Sentry MCP server mounts successfully but exposes 0 tools in the agent session
   • Recommended Action: Verify Sentry MCP server configuration in the workflow using it, and confirm the API key has proper permissions to list organizations/projects
   • Affected Workflow: API Consumption Report / token telemetry monitor

2. Playwright MCP Configuration (Low Priority)

   • Issue: At least one workflow (run 24888721320) expects Playwright MCP but it is not configured
   • Recommended Action: If browser testing is required for that workflow, add mcp__playwright to its MCP server config. If it's optional, no action needed.

Process Improvements

1. Missing Tool Graceful Degradation — Currently working well. The pattern of using missing_tool output type as a fallback is healthy and provides useful diagnostics.

2. Noop Reporting Quality — All 9 noop messages are detailed and actionable. No changes needed.

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Work Items

None required. The safe output system is operating at 100% execution success rate.

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Historical Context

This is the first recorded automated audit by this Safe Output Health Monitor workflow for 2026-04-24. No prior baseline exists in cache memory (write permissions unavailable in this agent environment). A historical baseline will be established through discussion history.

Trend: No prior baseline to compare against. Recommend using this report as the Day 1 baseline.

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Metrics and KPIs

• Overall Safe Output Success Rate: 100%
• Most Active Job Type: create_discussion (22/76 = 29%)
• Most Problematic Job Type: None — no failures observed
• Runs with at least one safe output: 45 of ~54 total runs in scope
• Workflows Active (past 24h): 20+ distinct workflow names observed

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Next Steps

• Investigate Sentry MCP server tool availability issue (Low priority)
• Verify Playwright MCP configuration for the workflow that needed it (Low priority)
• Re-run this audit tomorrow to establish trend data

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References:

• §24890467194 — Constraint Solving POTD (successful create_discussion sample)
• §24888721320 — Playwright MCP missing tool
• §24886199056 — agentic-workflows MCP missing tool

Generated by Safe Output Health Monitor · ● 596.8K · ◷

• expires on Apr 25, 2026, 1:21 PM UTC