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[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and state, in one or two natural sentences, what it most likely is.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malici...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and state, in one or two natural sentences, what it most likely is.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malici...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object with a short verdict.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, no prose before ...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code.\n\nYour task: review the Luau script in the user message and return a single JSON object describing your full classification.\n\nOUTPUT FORMAT β€” STRICT:\n- Return exactly ONE JSON object. No markdown fences, n...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and explain your reasoning in a detailed, natural paragraph.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malicious_ste...
[ { "from": "system", "value": "You are an expert security analyst specializing in Roblox Luau code. Your task is to review a Luau script and state, in one or two natural sentences, what it most likely is.\n\nChoose the most likely classification from this set:\n- executor_code\n- malicious_backdoor\n- malici...
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Luaudev2 decision reasoning

This is a part of the Luaudev2 post-training data. This dataset should be used for decision models (like jev) and or for general chat models.

Code data is from: https://huggingface.co/datasets/Pinkstack/luau-pretrain-corpus-filtered (only verified luau code was used)

Luaudev2 decision reasoning dataset teaches models to reason through input code, and understand if the code is malicious or not / what the intentions of the code is.

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