Generate structured AI research ideas with falsifiable hypotheses and feasibility checks.
npx skills add https://github.com/louzhengshuai/seepscientist --skill idea-louzhengshuai
Please help me install this Agent Skill. Skill: idea Source: https://github.com/louzhengshuai/seepscientist/tree/main/src/skills/idea Command: npx skills add https://github.com/louzhengshuai/seepscientist --skill idea-louzhengshuai
This Skill helps researchers develop concrete, testable research directions by leveraging literature search, feasibility checks, and controlled brainstorming.
Use the idea skill to generate a research idea for optimizing a deep learning model.
High-intent search queries and answers about installing and using this skill.
To generate a research idea, this Skill conducts a literature search, compares existing methods, and evaluates feasibility to output a novel approach with a detailed plan and associated risks.
Structured AI idea generation uses controlled brainstorming with defined boundaries, identifying limitations and formulating falsifiable hypotheses to produce a concrete, testable research direction.
Literature search to inform research directions is performed by comprehensively reviewing existing AI literature, comparing current methods, and establishing a clear rationale for novelty and feasibility.
Research ideation is specifically tailored for the artificial intelligence field, focusing on identifying novel AI approaches, limitations, and falsifiable hypotheses rather than general scientific domains.
Controlled brainstorming for research idea selection is bounded by defined constraints and literature feasibility checks, meaning the output is limited to testable AI hypotheses with clearly associated risks.
sixscripts-aiImplement RAG systems with vector stores, embeddings, and retrieval pipelines.
lix965996-artGenerate and execute experiment suites with publication-quality PDF figures and LaTeX tables.
u9401066Draft and edit medical research paper sections with citation-aware workflows and reference synchronization.
leoplastureGenerate and select research directions for AI algorithms using literature review and feasibility checks.
