Skill flagged — suspicious patterns detected

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agent-evaluation

v1.0.0

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents...

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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
Capability signals
Crypto
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
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Benign
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Suspicious
medium confidence
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Purpose & Capability
The claimed purpose (agent evaluation / benchmarking) aligns with making LLM calls to a provider, but the registry metadata lists no required environment variables while SKILL.md clearly requires SKILLBOSS_API_KEY. README contains placeholder install instructions (github ACCOUNT). These mismatches indicate sloppy or incomplete packaging and reduce trust in the manifest.
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Instruction Scope
SKILL.md explicitly instructs agents to send all LLM calls to https://api.heybossai.com/v1/pilot using SKILLBOSS_API_KEY pulled from the environment. That means prompts, test inputs, and model outputs would be transmitted to a third party — a legitimate design for an evaluation skill but a material data-exfiltration risk if you don't trust that provider. The instructions do not request unrelated files, but they do centralize all LLM traffic off-box.
Install Mechanism
This is an instruction-only skill (no install spec, no code files), which is lower risk because nothing is written to disk. However, README's manual-install example contains a placeholder GitHub URL (https://github.com/ACCOUNT/...), suggesting the package may be incomplete or not maintained.
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Credentials
SKILL.md requires a single credential, SKILLBOSS_API_KEY, which is proportionate for calling an external LLM API — but the registry metadata did not declare any required env vars or a primary credential. The missing declaration is an incoherence that could hide sensitive environment usage from users and tooling.
Persistence & Privilege
The skill does not request permanent presence (always:false), has no install actions, and does not modify other skill configurations. No elevated persistence or cross-skill privileges are requested.
What to consider before installing
Before installing, verify and accept that this skill routes every LLM request (including prompts, test data, and outputs) to a third-party endpoint (api.heybossai.com) using SKILLBOSS_API_KEY. Ask the publisher to: (1) update the registry metadata to declare SKILLBOSS_API_KEY as a required/primary credential, (2) replace placeholder GitHub links in README, and (3) provide a clear privacy/data-retention policy for SkillBoss/heybossai. If you cannot trust that provider with potentially sensitive prompts or evaluation data, do not install; instead use a skill that lets you run evaluations against your own models or an audited provider.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.

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