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A Model Context Protocol (MCP) server that provides a prompt optimization service for Large Language Models (LLMs) using Google Gemini, with advanced prompt engineering thanks to 22365_3_Prompt_Engineering_v7.pdf authored by Lee Boonstra
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
3 critical findings reported by osv-scanner. The composite score alone does not reflect this — read the per-scanner reports below.
npm: @andrea9293/mcp-gemini-prompt-enhancer @ 1.4.1, 0 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- @andrea9293/mcp-gemini-prompt-enhancer
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
8 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v1.4.0
0 findings · 0.5s
v2.0.11
8 findings · 6.9s
v0.3.74
3 findings · 1.5s
v0.1.0
0 findings · 3.0s
v0.1.0
0 findings · 3.0s
v0.1.0
0 findings · 7.4s
v0.71.0
40 findings · 0.2s
v2.3.8
105 findings · 8.1s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.71.0
No container image was published for this artifact. What each scanner covers
0 findings · 0.0s
vv1.6.0
No Go modules were found in this artifact. What each scanner covers
0 findings · 0.1s
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 20, 2026 | Flagged48 | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source: completetrivy: completeosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable | completed |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 156 findings across every scanner that examined this package. None of the 3 findings rated critical by their scanner were dismissed.
Not reviewed is not the same as clean. Those 127 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
3 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_INVALID_NAME, MANIFEST_MISSING_LICENSE · Files: /repo/.github/SKILL.md · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
2 GHSA-73rr-hh4g-fpgx
Files: /repo/package-lock.json · reported by osv-scanner
1 AAK-SUPPLY-005
Files: package-lock.json · reported by agent-audit-kit
1 CVE-2026-11525
Files: package-lock.json · reported by trivy
1 CVE-2026-12590
Files: package-lock.json · reported by trivy
1 CVE-2026-15157
Files: package-lock.json · reported by trivy
1 CVE-2026-1527
Files: package-lock.json · reported by trivy
1 CVE-2026-16728
Files: package-lock.json
123 The model's answer could not be read.
Rules: GHSA-23hp-3jrh-7fpw, GHSA-2w6w-674q-4c4q, GHSA-8x88-c5mf-7j5w and 97 more · Files: /repo/package-lock.json, package-lock.json, src/server/server.ts · reported by osv-scanner, trivy, agent-audit-kit
4 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: AAK-SEC-MD-001, HIDDEN_DATA_FILE, SOCIAL_ENG_VAGUE_DESCRIPTION and 1 more · Files: SECURITY.md, /repo/.releaserc.json, /repo/SKILL.md · reported by agent-audit-kit, cisco-skill-scanner
Critical vulnerabilities and credential logging identified
The artifact contains critical vulnerabilities within its dependencies, as indicated by findings in `package-lock.json`. Additionally, a high-severity finding in `src/server/server.ts` suggests the logging of sensitive tokens. These issues warrant immediate attention due to potential impacts on system integrity and credential access.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
1 CVE-2026-22036
Files: package-lock.json · reported by trivy
1 CVE-2026-2391
Files: package-lock.json · reported by trivy
1 CVE-2026-4923
Files: package-lock.json · reported by trivy
1 CVE-2026-6733
Files: package-lock.json · reported by trivy
1 DATA_EXFIL_JS_NETWORK
Files: /repo/src/core/services/utils-service.ts · reported by cisco-skill-scanner
1 GHSA-27v5-c462-wpq7
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-35p6-xmwp-9g52
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-442j-39wm-28r2
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-8xcm-r25x-g524
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-g8m3-5g58-fq7m
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-g9mf-h72j-4rw9
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-h67p-54hq-rp68
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-jr45-8vmc-qm54
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-pr7r-676h-xcf6
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-q8mj-m7cp-5q26
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-v422-hmwv-36x6
Files: /repo/package-lock.json · reported by osv-scanner
1 GHSA-w7fw-mjwx-w883
Files: /repo/package-lock.json · reported by osv-scanner
1 LOW_ANALYZABILITY
Files: /repo · reported by cisco-skill-scanner
Showing 25 of 25; the rest are in the per-scanner reports above.