deep-research

Warn

Audited by Runlayer on Feb 26, 2026

Risk Level: MEDIUM
Scan Summary
Max Score
81%
Files
22
Flagged
4
Chunks
37
Flagged Files (4)
deep-research/SKILL.mdMEDIUM
81.4%

Tool passed security scan

Malicious tool definition detected

deep-research/CONTEXT_OPTIMIZATION.mdMEDIUM
75.4%

Malicious tool definition detected

### Format Consistency - Exact whitespace, line breaks, and capitalization maintained - Consistent markdown formatting throughout - Clear delimiters (HTML comments, horizontal rules) **Why it matters:** Cache hits require exact matching. Consistent formatting ensures maximum cache efficiency.

deep-research/ARCHITECTURE_REVIEW.mdLOW
74.0%

Tool passed security scan

Malicious tool definition detected

**Overall Grade: A (95/100)** *Deductions:* - -3 for missing filesystem retry logic - -2 for non-conditional REFINE phase **Recommendation:** Deploy as-is, implement optimizations in v1.1 based on real-world usage patterns.

deep-research/README.mdLOW
57.6%

Tool passed security scan

Passed Files (18)Click to expand
deep-research/scripts/validate_report.pyOK
42.6%

Tool passed security scan

deep-research/scripts/verify_citations.pyOK
38.7%

Tool passed security scan

deep-research/templates/report_template.mdOK
38.2%

Tool passed security scan

deep-research/.gitignoreOK
33.3%

Tool passed security scan

deep-research/AUTONOMY_VERIFICATION.mdOK
21.5%

Tool passed security scan

deep-research/QUICK_START.mdOK
19.5%

Tool passed security scan

deep-research/scripts/research_engine.pyOK
16.0%

Tool passed security scan

deep-research/scripts/source_evaluator.pyOK
13.0%

Tool passed security scan

deep-research/COMPETITIVE_ANALYSIS.mdOK
12.4%

Tool passed security scan

deep-research/templates/mckinsey_report_template.htmlOK
10.9%

Tool passed security scan

deep-research/reference/methodology.mdOK
10.2%

Tool passed security scan

deep-research/tests/fixtures/valid_report.mdOK
7.9%

Tool passed security scan

deep-research/WORD_PRECISION_AUDIT.mdOK
7.5%

Tool passed security scan

deep-research/requirements.txtOK
7.3%

Tool passed security scan

deep-research/scripts/md_to_html.pyOK
7.0%

Tool passed security scan

deep-research/scripts/verify_html.pyOK
7.0%

Tool passed security scan

deep-research/scripts/citation_manager.pyOK
3.2%

Tool passed security scan

deep-research/tests/fixtures/invalid_report.mdOK
1.3%

Tool passed security scan

Audit Metadata
Max File Score
81%
Classification
KNOWN_SERVER_ALL_UNKNOWN
Files Scanned
22
Files Flagged
4
Chunks Analyzed
37
Analyzed
Feb 26, 2026, 05:03 PM
Security Audit — runlayer — deep-research