vector-and-embedding-weaknesses
Hunt vector / embedding weaknesses (OWASP LLM08:2025) — adversarial inputs against the RAG / similarity layer that cause cross-tenant leak, embedding-inversion privacy loss, semantic confusion, and retriever-driven prompt injection.
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Critical
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tessl review fix ./packages/decepticon/decepticon/skills/standard/analyst/vector-and-embedding-weaknesses/SKILL.mdSecurity
2 findings: 1 critical severity, 1 medium severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
E006: Malicious code pattern detected in skill scripts.
What this means
Detected high-risk code patterns in the skill content — including its prompts, tool definitions, and resources — such as data exfiltration, backdoors, remote code execution, credential theft, system compromise, supply chain attacks, and obfuscation techniques.
Why it was flagged
This document contains explicit offensive proof-of-concept payloads and guidance for data exfiltration, persistent index-time prompt injections (backdoor/tool abuse), embedding inversion (secret reconstruction), and crawler-based index poisoning—clearly malicious intent and actionable abuse techniques.
W009: Direct money access capability detected (payment gateways, crypto, banking).
What this means
The skill is specifically designed for direct financial operations, giving the agent the ability to move money or execute financial transactions — such as payment processing, cryptocurrency operations, banking integrations, or market order execution.
Why it was flagged
The document includes an explicit index-time injection example that instructs the agent to call a specific monetary action: "issue_refund" with an amount and account (lines 108–111). That is a domain-specific tool invocation to perform a financial transaction (issue a refund), which constitutes direct financial execution capability.
- Repository
- PurpleAILAB/Decepticon
- Commit
0cf691e
- Audited
- Security analysis
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