Generate and rank publishable research ideas with experimental designs.
npx skills add https://github.com/lix965996-art/MMM --skill idea-creator-lix965996-art
Please help me install this Agent Skill. Skill: idea-creator Source: https://github.com/lix965996-art/MMM/tree/main/resources/app/skills/idea-creator Command: npx skills add https://github.com/lix965996-art/MMM --skill idea-creator-lix965996-art
It eliminates the struggle of converting a broad research direction into concrete, testable, and potentially publishable research ideas with clear experiments and evaluation plans.
Use it when you want to explore a topic, brainstorm “what we can work on,” or find publishable directions for a research area.
Ask the AI to run idea-creator with your direction, for example: Generate research ideas for “federated learning with non-IID data” and include a pilot plan.
High-intent search queries and answers about installing and using this skill.
To generate publishable research ideas, you provide a broad research direction as YAML input. The system surveys recent literature, identifies structural gaps, and produces 8–12 ranked, testable proposals tailored for publication.
Checking research idea novelty involves filtering generated hypotheses against existing literature surveys. The system deep-validates top candidates by evaluating their structural gaps, assumptions, and feasibility to ensure high-impact, novel proposals.
Planning pilot studies requires estimating the GPU budget for the top 2–3 ranked ideas. The system facilitates this by preparing short parallel pilot validation pipelines and reranking the ideas based on the empirical signal gathered.
Yes, you can use literature survey results to brainstorm testable hypotheses. The system maps recent papers to identify open problems and assumptions, automatically translating these structural gaps into concrete research proposals.
Yes, the research ideation workflow outputs a structured IDEA_REPORT.md document. This file contains the ranked ideas, experimental designs, and pilot validation plans necessary for moving forward with the research.
PthahnixOrchestrate literature survey, gap analysis, ideation, and review across research rounds.
MACJONSWOrchestrate literature survey, idea creation, novelty checking, and critical review into a ranked IDEA_REPORT.md.
skogaiConduct structured critical interviews to evaluate and refine project plans.
lix965996-artConvert research directions into pilot-tested ideas with ranked experiment plans.
