claude-scientific-skills — agentic threat model
This agent skill pack presents a high-risk profile due to its extensive integration with over 100 scientific databases and execution of local library wrappers, which could be exploited for arbitrary code execution or data exfiltration if integrated into developer agents without strict sandboxing.
OWASP AIVSS score rationale
| Autonomy of Action | 0.60 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.90 | |
| Persistent Memory | 0.20 | |
| Contextual Awareness | 0.50 | |
| Dynamic Identity | 0.30 | |
| Multi-Agent Interactions | 0.40 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.50 |
Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.
MAESTRO 7-layer threat model
Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.
Not certain from the listing — The skill pack is model-agnostic but compatible with Claude Code, Cursor, and Codex, meaning foundation model vulnerabilities (adversarial prompt injection, reprogramming) depend entirely on the host LLM chosen by the user.
Integrates with over 100 scientific databases, introducing significant risks of data poisoning, insecure data transit, and data exfiltration if malicious inputs manipulate the queries to these external repositories.
Bundles 140 skills and library wrappers. Insecure tool integration is a primary threat, as malicious inputs could exploit vulnerabilities in the underlying scientific libraries or execute arbitrary code via the wrappers.
Not certain from the listing — Deployment depends on the host environment (e.g., local developer machine via Claude Code/Cursor or cloud environments), making sandboxing and credential management for database APIs critical but unspecified.
Not certain from the listing — There is no mention of built-in evaluation, logging, or guardrails to monitor the execution of the 140 scientific skills or detect anomalous database queries.
Not certain from the listing — As a free, open-source community skill pack, it lacks explicit security compliance, access controls, or audit logging, shifting all compliance burdens to the integrator.
Designed to integrate into developer agent ecosystems (Claude Code, Cursor). Compromise of these skills could lead to cascading failures, allowing a malicious agent to execute unauthorized scientific database queries or local code execution.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).