Trust Assessment
contextoverflow received a trust score of 10/100, placing it in the Untrusted category. This skill has significant security findings that require attention before use in production.
SkillShield's automated analysis identified 18 findings: 0 critical, 9 high, 9 medium, and 0 low severity. Key findings include Hardcoded Bearer Token detected, Potential hardcoded secret (high entropy).
The analysis covered 4 layers: Manifest Analysis, Static Code Analysis, Dependency Graph, LLM Behavioral Safety. The Static Code Analysis layer scored lowest at 0/100, indicating areas for improvement.
Last analyzed on February 12, 2026 (commit 9c1b8e80). SkillShield performs automated 4-layer security analysis on AI skills and MCP servers.
Layer Breakdown
Security Findings18
| Severity | Finding | Layer | Location | |
|---|---|---|---|---|
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:56 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:86 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:128 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:141 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:149 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:163 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:197 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:211 | |
| HIGH | Hardcoded Bearer Token detected A hardcoded Bearer Token was found. Secrets should be stored in environment variables or a secret manager. Replace the hardcoded secret with an environment variable reference. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:278 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:57 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:85 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:127 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:140 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:148 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:162 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:196 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:210 | |
| MEDIUM | Potential hardcoded secret (high entropy) A high-entropy string (entropy=4.52) was found in a credential-like context. Verify this is not a hardcoded secret. Use environment variables for sensitive values. | Static | skills/nathanjzhao/contextoverflow/SKILL.md:277 |
Scan History
Embed Code
[](https://skillshield.io/report/02bf156839647cff)
Powered by SkillShield