serp-analysis
aaron-he-zhu/serp-analysis⭐ 0🔧 0 tools
C6.6SpiderScore (registry)
Decision
Consider
Confidence
90%
serp-analysis is usable with minor concerns (6.6/10, 0 critical, 1 high).
Risk Flags (2)
- highsandbox.not_configured[TS-C009] No sandbox
- mediumserp-analysis[TS-W009] Skill can read sensitive data (screenshot) AND send externally (publish). Potential data exfiltration flow.
How This Was Decided
- positivew=0.5Overall quality score = 6.6/10 (grade C)
- negativew=0.51 high-severity issue(s) detected
- positivew=0.3Tool description clarity score = 7.28/10
Source: SpiderRating automated security scanUpdated: 2026-03-22Protocol: v1.1
Description Quality
Composite: 7.3 / 10
3-Layer Breakdown
Description (38%)
7.3
Security (34%)
7.0
Metadata (28%)
5.2
Description Dimensions
Intent Clarity
8.0
Permission Scope
6.5
Side Effects
5.5
Capability Disclosure
8.0
Operational Boundaries
9.0
Category Ranking: Search & Extraction
#19 of 237 · Top 8%Overall#196.6 (avg 5.7)
Security7.0 (avg 7.7)
Description#207.3 (avg 5.3)
Metadata5.2 (avg 4.8)
Why #19 in Search & Extraction?
Top 8% of 237 toolsSecurity7.0avg 7.7
Description#207.3avg 5.3
Metadata5.2avg 4.8
How to reach #18? Need +0.0 overall to pass Airbnb Search (6.6). Biggest opportunity: Security is 0.7 below category average.
Top action: Register MCP tools with name, description, and input schema (+2.3)
Security Analysis
7.0
Score
0
Critical
1
High
1
Medium
0
Low
HIGH
MEDIUM
C:\Users\owenw\.spiderrating\pipeline\repos\aaron-he-zhu\serp-analysis\_agent\skills\serp-analysis\SKILL.md
Metadata Health
Provenance (40%)
7.5
Maintenance (35%)
2.5
Popularity (25%)
5.2
Badge
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