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The detection job failed in 8 distinct workflows. In each case, downstream jobs (safe_outputs, update_cache_memory, push_repo_memory) were skipped as a result, preventing non-compliant output from being published. This behavior is consistent with the DIFC pipeline operating as designed (detection failure → block output), but the frequency across diverse workflows warrants investigation to distinguish intentional policy blocks from false positives or detection misconfigurations.
In all 8 cases the job sequence was: activation ✅ → agent ✅ → detection ❌ → safe_outputs ⏭ → conclusion ✅
This means the agents completed execution and uploaded artifacts before detection ran. The detection failure correctly blocked the final write/publish step.
Warning 2 — DIFC secret-scope filtering blocked audit agent access to logs and artifacts
All attempts to download workflow artifacts or retrieve job logs were blocked by DIFC:
[DIFC] 1 item(s) in this response were removed by integrity policy and are not shown:
resource:actions_get (Resource 'resource:actions_get' has secrecy requirements that
agent doesn't meet. The agent is not authorized to access [secret]-scoped data.)
This prevented direct inspection of rpc-messages.jsonl, mcp-gateway.log, and firewall-audit-logs for DIFC event counts, filtered item ratios, guard errors, and scope violations. While the filtering itself confirms the DIFC system is correctly labeling these resources as [secret], it limits the depth of this automated audit. A privileged audit agent (or manual review) would be needed to inspect the actual integrity tags and filtered counts.
🟢 Informational
Info 1 — DIFC pipeline is active and enforcing access control
All 7 artifact download attempts and all job log requests from this audit agent were correctly filtered with [secret]-scope DIFC labels. This confirms the MCP Gateway's DIFC enforcement is intercepting GitHub API calls made by this agent and applying correct secrecy policies.
Info 2 — 30 action_required runs are pending approval (no execution, no DIFC data)
All 30 issue_comment/PR-triggered runs from the last 24 hours have action_required status — they are awaiting human approval before execution. These include workflows such as Security Review Agent, Grumpy Code Reviewer, Resource Summarizer Agent, ACE Editor Session, Mergefest, Scout, PR Nitpick Reviewer, Q, Archie, Plan Command, Content Moderation, AI Moderator, and others. No DIFC data is available for these runs as they have not yet executed.
Info 3 — 30 push-triggered CI runs are not in DIFC scope
Push event runs (License Compliance Check, Doc Build - Deploy, CI) are infrastructure/build workflows without the agentic MCP pipeline (no activation/agent/detection job structure). All 30 completed successfully. These are not expected to have DIFC events.
Info 4 — 22/30 scheduled agentic runs completed the full DIFC pipeline successfully
Successful workflows (detection passed) include:
Daily Security Red Team Agent (×1)
Issue Monster (×8)
Glossary Maintainer (×1)
Daily Team Status (×1)
Dependabot Dependency Checker (×1)
Contribution Check (×1)
Go Fan (×1)
PR Triage Agent (×1)
CI Cleaner (×1)
Bot Detection (×1)
CodeQL Security Analysis (×1)
Code Simplifier (×1)
Agentic Maintenance (×2 — different structure, no detection job)
Plus 30 push-triggered CI runs (all success, no DIFC pipeline) and 30 issue_comment/PR runs (all action_required, pending approval).
Recommendations
Investigate recurring detection failures — Review the detection job logs for the 8 failing workflows (requires privileged access). Determine whether these are intentional policy enforcement (agent took prohibited action) or false positives in detection rules. If intentional, consider documenting the expected failure patterns to distinguish them from anomalies.
Establish privileged audit agent — This audit was significantly limited by DIFC [secret]-scope restrictions on job logs and artifacts. For future integrity audits to inspect rpc-messages.jsonl and mcp-gateway.log, a dedicated audit service account with appropriate secrecy clearance should be established and its scope carefully scoped to read-only access.
Monitor detection failure rate — The 26.7% detection failure rate across diverse workflows is worth tracking over time. A spike could indicate a misconfiguration or a coordinated policy violation attempt. Baseline the normal rate and alert on deviations.
Review action_required approval latency — 30 runs are pending approval with no DIFC coverage. If these workflows are regularly blocked at approval gates, it may indicate friction in the deployment pipeline or overly broad approval requirements.
Consider audit trail continuity — Artifacts for this run have 90-day expiry (most) but the activation artifact expires in 1 day. Ensure the DIFC-relevant artifacts (firewall-audit-logs, detection, agent) are retained long enough for retrospective analysis.
Note
🔒 Integrity filter blocked 2 items
The following items were blocked because they don't meet the GitHub integrity level.
actions_get actions_get: has secrecy requirements that agent doesn't meet. The agent is not authorized to access [secret]-scoped data.
get_job_logs get_job_logs: has secrecy requirements that agent doesn't meet. The agent is not authorized to access [secret]-scoped data.
To allow these resources, lower min-integrity in your GitHub frontmatter:
Audit period: Last 24 hours (2026-03-24T10:42Z – 2026-03-25T10:42Z)
Runs analyzed: 90 completed workflow runs in
github/gh-awRuns with DIFC pipeline (scheduled agentic workflows): 30
Runs with artifacts inspected: 7 (artifact download blocked for remaining due to DIFC secret-scope policy)
Findings Summary
🟡 Warnings
Warning 1 — Recurring
detectionjob failures (8/30 scheduled agentic runs, 26.7%)The
detectionjob failed in 8 distinct workflows. In each case, downstream jobs (safe_outputs,update_cache_memory,push_repo_memory) were skipped as a result, preventing non-compliant output from being published. This behavior is consistent with the DIFC pipeline operating as designed (detection failure → block output), but the frequency across diverse workflows warrants investigation to distinguish intentional policy blocks from false positives or detection misconfigurations.Affected runs:
In all 8 cases the job sequence was:
activation✅ →agent✅ →detection❌ →safe_outputs⏭ →conclusion✅This means the agents completed execution and uploaded artifacts before detection ran. The detection failure correctly blocked the final write/publish step.
Warning 2 — DIFC secret-scope filtering blocked audit agent access to logs and artifacts
All attempts to download workflow artifacts or retrieve job logs were blocked by DIFC:
This prevented direct inspection of
rpc-messages.jsonl,mcp-gateway.log, andfirewall-audit-logsfor DIFC event counts, filtered item ratios, guard errors, and scope violations. While the filtering itself confirms the DIFC system is correctly labeling these resources as[secret], it limits the depth of this automated audit. A privileged audit agent (or manual review) would be needed to inspect the actual integrity tags and filtered counts.🟢 Informational
Info 1 — DIFC pipeline is active and enforcing access control
All 7 artifact download attempts and all job log requests from this audit agent were correctly filtered with
[secret]-scope DIFC labels. This confirms the MCP Gateway's DIFC enforcement is intercepting GitHub API calls made by this agent and applying correct secrecy policies.Info 2 — 30
action_requiredruns are pending approval (no execution, no DIFC data)All 30 issue_comment/PR-triggered runs from the last 24 hours have
action_requiredstatus — they are awaiting human approval before execution. These include workflows such as Security Review Agent, Grumpy Code Reviewer, Resource Summarizer Agent, ACE Editor Session, Mergefest, Scout, PR Nitpick Reviewer, Q, Archie, Plan Command, Content Moderation, AI Moderator, and others. No DIFC data is available for these runs as they have not yet executed.Info 3 — 30 push-triggered CI runs are not in DIFC scope
Push event runs (License Compliance Check, Doc Build - Deploy, CI) are infrastructure/build workflows without the agentic MCP pipeline (no
activation/agent/detectionjob structure). All 30 completed successfully. These are not expected to have DIFC events.Info 4 — 22/30 scheduled agentic runs completed the full DIFC pipeline successfully
Successful workflows (detection passed) include:
Runs Analyzed
Plus 30 push-triggered CI runs (all success, no DIFC pipeline) and 30 issue_comment/PR runs (all
action_required, pending approval).Recommendations
Investigate recurring detection failures — Review the
detectionjob logs for the 8 failing workflows (requires privileged access). Determine whether these are intentional policy enforcement (agent took prohibited action) or false positives in detection rules. If intentional, consider documenting the expected failure patterns to distinguish them from anomalies.Establish privileged audit agent — This audit was significantly limited by DIFC
[secret]-scope restrictions on job logs and artifacts. For future integrity audits to inspectrpc-messages.jsonlandmcp-gateway.log, a dedicated audit service account with appropriate secrecy clearance should be established and its scope carefully scoped to read-only access.Monitor detection failure rate — The 26.7% detection failure rate across diverse workflows is worth tracking over time. A spike could indicate a misconfiguration or a coordinated policy violation attempt. Baseline the normal rate and alert on deviations.
Review
action_requiredapproval latency — 30 runs are pending approval with no DIFC coverage. If these workflows are regularly blocked at approval gates, it may indicate friction in the deployment pipeline or overly broad approval requirements.Consider audit trail continuity — Artifacts for this run have 90-day expiry (most) but the
activationartifact expires in 1 day. Ensure the DIFC-relevant artifacts (firewall-audit-logs,detection,agent) are retained long enough for retrospective analysis.Note
🔒 Integrity filter blocked 2 items
The following items were blocked because they don't meet the GitHub integrity level.
actions_get: has secrecy requirements that agent doesn't meet. The agent is not authorized to access [secret]-scoped data.get_job_logs: has secrecy requirements that agent doesn't meet. The agent is not authorized to access [secret]-scoped data.To allow these resources, lower
min-integrityin your GitHub frontmatter: