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fireworks-ai-inference

Fast inference and fine-tuning platform with serverless and on-demand GPU deployments. OpenAI-compatible API for chat completions, embeddings, function calling, vision, and structured output. Supports SFT, DPO, and RL fine-tuning. SOC2 + HIPAA compliant.

56

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Critical

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tessl review fix ./backend/cli/skills/cloud-compute/fireworks-ai/SKILL.md
SKILL.md
Quality
Evals
Security

Security

2 findings: 1 critical severity, 1 high severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E005: Suspicious download URL detected in skill instructions.

What this means

Detected a suspicious URL in the skill instructions that could lead the agent to download and execute malicious scripts or binaries. This includes links to executables from untrusted sources, typosquatting of official packages, URL shorteners that obscure the destination, and personal file hosting services.

Why it was flagged

One URL (https://cli.fireworks.ai/install.sh) is a direct .sh install script that the skill pipes to bash (curl | bash), a high-risk pattern for distributing malicious code.

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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 README includes examples that embed API keys directly in code/shell (os.environ["FIREWORKS_API_KEY"] = "fw_..." and export OPENAI_API_KEY="fw_..."), which encourages putting secrets verbatim in outputs or code rather than using safe secret handling, creating a high exfiltration risk.

Repository
synthetic-sciences/openscience
Audited
Security analysis
Snyk

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