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先進的檢索增強生成（RAG）框架，基於 Model Context Protocol (MCP) 架構設計
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.
2 critical findings reported by cisco-skill-scanner. The composite score alone does not reflect this — read the per-scanner reports below.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- chroma-context-engine
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 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.
v2.0.11
7 findings · 10.6s
v0.3.74
5 findings · 9.9s
v0.1.0
0 findings · 4.3s
v0.1.0
0 findings · 4.3s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 2.3s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 20, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
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 12 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.
Not reviewed is not the same as clean. Those 5 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.
1 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: SECRET_PASSWORD_VAR · Files: /repo/tests/test_config_models.py · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
2 AAK-MCP-018
Files: install_easy.py, src/chroma_context_engine/mcp/__init__.py · reported by agent-audit-kit
2 COMMAND_INJECTION_EVAL
Files: /repo/src/chroma_context_engine/embeddings/generators.py, /repo/src/chroma_context_engine/rag/generator.py · reported by cisco-skill-scanner
1 AAK-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
4 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: TOOL_ABUSE_UNDECLARED_NETWORK, AAK-MCP-ATTEST-001, HIDDEN_DATA_FILE and 1 more · Files: /repo/repo/README.md, .mcp.json, /repo/.claude.json and 1 more · reported by cisco-skill-scanner, agent-audit-kit
1 The model did not answer for these findings.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION · Files: /repo/SKILL.md · reported by cisco-skill-scanner
Artifact contains critical command injection and sensitive data handling risks.
The artifact includes critical command injection vulnerabilities in `chroma_context_engine/embeddings/generators.py` and `chroma_context_engine/rag/generator.py`, which could lead to shell execution. Critical findings related to sensitive data handling are present in `install_easy.py` and `chroma_context_engine/embeddings/storage.py`. Additionally, a high-severity vulnerability in a dependency is noted in `pyproject.toml`, and undeclared network egress is identified.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Showing 3 of 3; the rest are in the per-scanner reports above.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.