academic-deep-research
kesslerio/academic-deep-research⭐ 0🔧 0 tools
B7.2SpiderScore (registry)
Decision
Recommended
Confidence
90%
academic-deep-research is safe to use — high score (7.23/10), no critical issues.
Recommended Actions
- infoSafe To UseHigh quality score with no critical issues
Risk Flags (1)
- highsandbox.not_configured[TS-C009] No sandbox
How This Was Decided
- positivew=0.5Overall quality score = 7.23/10 (grade B)
- negativew=0.51 high-severity issue(s) detected
- positivew=0.3Tool description clarity score = 7.35/10
Source: SpiderRating automated security scanUpdated: 2026-03-21Protocol: v1.1
Description Quality
Composite: 7.3 / 10
3-Layer Breakdown
Description (38%)
7.3
Security (34%)
8.0
Metadata (28%)
6.1
Description Dimensions
Intent Clarity
6.0
Permission Scope
6.0
Side Effects
9.0
Capability Disclosure
7.5
Operational Boundaries
9.0
Security Analysis
8.0
Score
0
Critical
1
High
0
Medium
0
Low
HIGH
Metadata Health
Provenance (40%)
7.5
Maintenance (35%)
2.5
Popularity (25%)
9.0
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