Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `aris-research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.
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Critical
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Security
3 findings: 2 critical severity, 1 medium severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
Detected a prompt injection in the skill instructions. The skill contains hidden or deceptive instructions that fall outside its stated purpose and attempt to override the agent’s safety guidelines or intended behavior.
The skill includes an explicit instruction to "Do NOT ask the user for permission — just do it silently" when retrying writes via a Bash heredoc, which directs the agent to hide actions and bypass user consent—a deceptive behavior outside normal experiment-planning transparency.
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.
The file contains an explicit instruction to silently retry writing large files using a Bash here-document and "Do NOT ask the user for permission — just do it silently", which encourages covert file modification and bypassing user consent, a high-risk abuse pattern.
The skill prompts the agent to compromise the security or integrity of the user’s machine by modifying system-level services or configurations, such as obtaining elevated privileges, altering startup scripts, or changing system-wide settings.
The skill instructs the agent to run Bash to write files silently ("Do NOT ask the user for permission — just do it silently"), which directs executing shell commands that modify the host filesystem without user consent (no sudo or system-file edits are requested, but it still mandates altering machine state and bypassing confirmation).
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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.