skill-suite

#skill-suite

@Xudong07452910: Many people talk about Research Agent, and the easiest image to imagine is: give it a bunch of papers and let it come up with a new idea. But this paper reminds me of a critical issue: the quality of an idea often depends on whether it has been placed back into the real literature context. The paper proposes a system called R…

X AI KOLs Timeline ↗ · 5d ago Cached

This paper introduces ResearchStudio-Idea, a reusable research ideation skill suite based on analysis of ML conference papers. It includes Paper-Search, Scoop-Check, and IdeaSpark, generating evidence-supported research ideas using 15 patterns extracted from 1,947 papers.

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#skill-suite

@vintcessun: So this is how AI writing for academic papers can be done: not by direct polishing, but by first having the agent learn the target scenario, read excellent examples, and then record why each paragraph was written that way. PaperSpine uses a writing rationale matrix to turn writing into an auditable reasoning process, rather than black-box generation.…

X AI KOLs Timeline ↗ · 2026-06-05 Cached

PaperSpine is a paper writing skill suite for Codex, Claude Code, and OpenClaw, which transforms AI writing into an auditable reasoning process through a writing rationale matrix, rather than black-box generation.

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