Generate and rank research ideas with hypotheses and risk assessments.
npx skills add https://github.com/jkfee/Auto-Research --skill idea-creator-jkfee
Please help me install this Agent Skill. Skill: idea-creator Source: https://github.com/jkfee/Auto-Research/tree/main/skills/idea-creator Command: npx skills add https://github.com/jkfee/Auto-Research --skill idea-creator-jkfee
Researchers often spend excessive time generating and prioritizing ideas from broad directions. This skill provides a structured approach to translate high-level goals into a ranked set of publishable ideas, with evaluation criteria and planned next steps.
Provide a broad research direction and receive a ranked list of actionable ideas with evaluation metrics.
High-intent search queries and answers about installing and using this skill.
To generate publishable research ideas from a broad direction, provide your high-level topic to receive a ranked list of 8-12 actionable proposals. Each idea includes hypotheses, minimum viable experiments, and risk assessments derived from landscape analysis and literature synthesis.
The best way to structure research ideation and check for novelty is through phase-based filtering. This process evaluates generated concepts against existing literature gaps, applies novelty checks, and simulates reviewer feedback to ensure pilot-ready prioritization for early-stage planning.
Yes, you can use this for early-stage proposal planning across different disciplines. It translates high-level goals into a prioritized list of actionable ideas with evaluation metrics, making it suitable for literature synthesis and proposal ideation regardless of the specific research field.
It preserves memory and traceability by exporting a formal IDEA_REPORT.md file and writing generated ideas to a research-wiki. This integration maintains a persistent record of hypotheses, pilot experiments, and landscape analysis to enable ongoing collaboration.
A generated research idea output includes a concrete summary, testable hypotheses, minimum viable experiments, and risk and impact assessments. These components are structured to provide a complete, actionable plan for early-stage research development and proposal ideation.
Rycen7822Generate 2-3 literature-grounded research directions with rationale and seed outlines.
chenghaoYangGenerate and rank research ideas with hypotheses and experiments in an IDEA_REPORT.md.
Chanw-researchAutomate five-phase ideation from landscape insights to wiki write-back.
Embers-of-the-FireGenerate and refine research ideas with literature-backed novelty checks.
