academic-pipeline

Fail

Audited by Runlayer on Mar 14, 2026

Risk Level: HIGH
Scan Summary
Max Score
92%
Files
13
Flagged
5
Chunks
36
Flagged Files (5)
academic-pipeline/agents/pipeline_orchestrator_agent.mdHIGH
91.6%

Tool passed security scan

Risky tool definition detected

Prompt Injection

academic-pipeline/SKILL.mdLOW
73.4%

Prompt Injection

Context Poisoning

Guardrail Bypass

academic-pipeline/examples/integrity_failure_recovery.mdLOW
72.2%

Risky tool definition detected

Tool: academic-pipeline/examples/integrity_failure_recovery.md [1/5] Description: --- scenario: Stage 2.5 integrity check fails, corrections made, re-verification passes mode: full pipeline (mid-entry at Stage 2.5) stages_shown: Stage 2.5 (FAIL -> corrections -> PASS) demonstrates: How the pipeline handles integrity failures and guides recovery --- # Integrity Failure Recovery Example This example shows what happens when Stage 2.5 (Pre-Review Integrity Check) finds serious issues, how they are c

academic-pipeline/agents/integrity_verification_agent.mdLOW
58.8%

Tool passed security scan

academic-pipeline/agents/state_tracker_agent.mdLOW
51.0%

Tool passed security scan

Passed Files (8)Click to expand
academic-pipeline/references/team_collaboration_protocol.mdOK
40.7%

Tool passed security scan

academic-pipeline/examples/mid_entry_example.mdOK
40.1%

Tool passed security scan

academic-pipeline/references/plagiarism_detection_protocol.mdOK
32.0%

Tool passed security scan

academic-pipeline/examples/full_pipeline_example.mdOK
25.0%

Tool passed security scan

academic-pipeline/references/pipeline_state_machine.mdOK
23.1%

Tool passed security scan

academic-pipeline/references/mode_advisor.mdOK
22.0%

Tool passed security scan

academic-pipeline/references/claim_verification_protocol.mdOK
9.5%

Tool passed security scan

academic-pipeline/templates/pipeline_status_template.mdOK
3.5%

Tool passed security scan

Audit Metadata
Max File Score
92%
Classification
UNKNOWN_SERVER
Files Scanned
13
Files Flagged
5
Chunks Analyzed
36
Analyzed
Mar 14, 2026, 03:26 AM
Security Audit — runlayer — academic-pipeline