DeepReport Intelligence Briefing - 2026-01-30

[github-actions[bot]]

🔍 Executive Summary

Agent workflows show a strong stability rebound: the daily audit reports 100% success across 9 runs with zero errors and 8.78M tokens in the last 24 hours. Token consumption remains high but trending down day-over-day, and most infrastructure components appear stable.

Operational quality still has targeted weaknesses: safe output jobs succeed but emit repeated warnings tied to project label permissions and project field type mismatches, and an MCP auth test indicates remote GitHub MCP toolsets are not loading in the runner. Issue throughput remains high, with creation outpacing closure in the last 3 days, but labeling is mostly healthy (only one open unlabeled issue in the weekly slice).

📊 Pattern Analysis

Positive patterns

• Audit stability: 100% workflow success and zero errors in the last 24h suggests the recent infrastructure stack is healthy.
• Token efficiency improvement: day-over-day token usage dropped 23.5% alongside fewer runs, indicating reduced load or improved efficiency.

Concerning patterns

• Safe outputs warning clusters: repeated permission and field-type warnings degrade project hygiene and add noise even though jobs succeed.
• MCP toolset availability risk: the auth-test reports missing GitHub MCP toolsets, indicating a configuration or bootstrap gap still exists.

Emerging patterns

• Schema/runtime drift detection: the schema consistency report highlights runtime defaults (e.g., on) conflicting with schema requirements—suggesting a growing need for schema contract alignment.

📈 Trend Intelligence

• Workflow health: 9/9 runs succeeded in the last 24h, down from earlier instability.
• Token usage: 128.2M tokens over 30 days (244 runs, 58 workflows). Top consumer is Security Guard Agent at 26.7M tokens (68 runs). Average cost/run ~$5.25.
• Issue activity (weekly cache): 500 issues in the last 7 days; 121 open / 379 closed. Last 3 days: 289 created vs 206 closed.
• Triage quality: 72 unlabeled issues total in weekly slice, but only 1 open. Daily issues report still shows 118 unlabeled and 460 unassigned in the last 1000 issues, suggesting room for tightening coverage.

🚨 Notable Findings

• Safe output warnings: campaign label additions fail due to insufficient token permissions; Project [claude-test] Pull request not found #144 fields (target_repo, worker_workflow) mismatch expected types.
• MCP toolset availability: auth-test reports list_issues missing, indicating MCP toolsets not loaded despite expected config.
• Schema contract mismatch: on is required in schema but runtime defaults without error—potentially confusing for users and validators.

🔮 Predictions and Recommendations

• If current infra holds, workflow success should remain near 100% with low error rates.
• Token costs may stabilize but should be monitored for per-run creep (average cost/run increased day-over-day in the token report).
• Recommended focus: eliminate safe output warnings (permissions + project field types), and align schema requirements with runtime behavior to reduce validation surprises.

✅ Actionable Agentic Tasks (Quick Wins)

The following 3 issues were created as immediate, high-impact tasks:

1. Fix GH_AW_PROJECT_GITHUB_TOKEN permissions for campaign label updates (fast config change)
2. Correct Project [claude-test] Pull request not found #144 field types for target_repo and worker_workflow (restore expected SINGLE_SELECT fields)
3. Align schema required on field with runtime default behavior (clarify contract or enforce validation)

📚 Source Attribution

Discussions analyzed (last 7 days):

• Audit: 🔍 Agentic Workflow Audit Report - 2026-01-30 #12670
• Token report: 📊 Daily Copilot Token Consumption Report - January 30, 2026 #12726
• Safe output health: 🏥 Safe Output Health Report - 2026-01-29 #12639
• Schema consistency: [Schema Consistency] Runtime Behavior vs Schema Contracts - Jan 29, 2026 #12642
• Issue arborist: [Issue Arborist] Issue Arborist Daily Report - 2026-01-30 #12759
• Daily issues: [daily issues] Daily Issues Report - 2026-01-29 #12590
• Daily performance: [daily performance] Daily Performance Summary - 2026-01-30 #12663
• MCP auth-test: [auth-test] GitHub Remote MCP Tools Not Available #12728
• MCP structural analysis: [mcp-analysis] MCP Structural Analysis - January 30, 2026 #12724

Workflow logs: Not available in this run (no gh-aw MCP logs tool access in the environment).

**Issues (redacted) /tmp/gh-aw/weekly-issues-data/issues.json (last 7 days snapshot)

References:

• §21504223257
• §21513761113
• §21498342298

AI generated by DeepReport - Intelligence Gathering Agent

• expires on Feb 6, 2026, 3:22 PM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-06T15:22:51.616Z.