Individual skill

research-idea-and-battle

Engage this skill whenever the user wants rigorous academic discussion about AI/ML research ideas — whether brainstorming new directions, stress-testing a hypothesis, debating novelty and significance, or seeking high-level research mentorship. Trigger on: 'I have a research idea', 'let's battle this', 'is this novel enough', 'what would reviewers think', 'help me think through this direction', 'I want to explore X as a research problem', 'critique my idea', 'what's the contribution here', 'how do I position this', 'is this worth pursuing', 'what are the weaknesses', 'what's happening in this field', 'who's working on this'. Also trigger when the user describes a method, experiment, or observation and implicitly wants intellectual validation or challenge. Do NOT wait for the user to say 'professor mode' — if the topic is research ideation or academic debate in AI/ML, engage this skill.

SKILL.md

Source commit 4476679a401d579d08a5452bf3d80c7587782087

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

No

Repository scan complete

Yes

Skill scan complete

Yes

Observed behavior

Not checked yet

Last checked

Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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