Research Idea Generation and Evaluation
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About this skill
Problem
Researchers often rely on ad-hoc inspiration and lack a reusable pipeline for judging new directions: what has already been done, how feasible the work is, and how to avoid repeated brainstorming. researchideation treats research ideas as objects that can be generated, evaluated, and tracked. It keeps literature notes, idea candidates, and evaluation conclusions in one Markdown ledger for later review.
How it works
- Literature baseline first: read
05-文献库/notes, extract each paper's direction and core claim, write them into索引.md, and identify uncovered gaps. - Systematic idea generation: use documented methods, the existing index, and literature gaps to propose candidates, then register them as
待评估. - Evaluation white paper: run multiple web searches, check adjacent work and competing directions, and produce score, risks, comparison, and recommendation.
- Status transitions: move ideas through
待评估,评估中,进行中, and已归档, syncing the index and folders at each step.
Boundaries
It suits academic researchers organizing directions, assessing projects, and maintaining a research ledger. It does not replace experiments, writing, or peer review. Quality depends on literature notes and search results, so scores should stay conservative rather than promotional.
Use Cases
- Score a research idea against adjacent work before drafting a proposal.
- Filter duplicate brainstorm ideas using literature gaps and index entries.
- Sync new paper notes to the index and check for topic collisions.
- Move an idea from evaluation to active and update its status.
Best For
- PhD students who need comparable assessments before proposal selection.
- PIs who need to review literature gaps and prioritize next projects.
- Researchers who need one index for notes, ideas, and status.
- Writers who need evidence for related work and novelty claims.
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