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trace-trade-flows

Retrieve strategic UN Comtrade commodity flows with anomaly flags. Use when the user asks who trades a critical commodity, which flows changed sharply, or how trade exposure is shifting.

72

Quality

89%

Does it follow best practices?

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SecuritybySnyk

High

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Security

2 findings: 2 high severity. You should review these findings carefully before considering using this skill.

High

W007: Insecure credential handling detected in skill instructions.

What this means

The skill handles credentials insecurely by requiring the agent to include secret values verbatim in its generated output. This exposes credentials in the agent’s context and conversation history, creating a risk of data exfiltration.

Why it was flagged

The skill requires callers to send a raw API key in the X-WorldMonitor-Key header (and even includes a literal example key), which means an agent making or generating requests could be required to handle or emit secret API key values verbatim.

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High

W008: Secret detected in skill content (API keys, tokens, passwords).

What this means

Detected sensitive credentials directly embedded within the skill content, such as API keys, access tokens, private keys, or service-specific secrets. Secrets should never be hardcoded in plain text within skill instructions.

Why it was flagged

Line 12 contains a literal API key-style value: "wm_0123456789abcdef0123456789abcdef01234567". This is a high-entropy, specific key-like string (prefix + long hex-like sequence) used as an example header value rather than a placeholder such as "YOUR_API_KEY" or "sk-xxxx". Per the secret definition, this is a hardcoded credential-like value and should be treated as a secret.

Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

The required runtime workflow calls a public API endpoint that returns upstream-labeled free text fields (e.g., `reporterName`, `partnerName`, `cmdDesc`) from UN Comtrade slices, which can include outsider-authored content that the LLM then ingests for analysis/quoting.

Repository
koala73/worldmonitor
Audited
Security analysis
Snyk

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