jameslemon2002

jameslemon2002 / research-idea-explorer

Public

Literature-grounded research idea exploration for CLI agents. 文献驱动的研究选题与方向探索工具。

agent ai llm research
18
2
69% credibility
Found Mar 26, 2026 at 18 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
JavaScript
AI Summary

A tool that searches academic literature and uses structured personas to generate, critique, and rank novel research ideas for a given topic.

How It Works

1
📚 Discover Research Idea Explorer

You hear about a helpful tool that brainstorms fresh research ideas based on your topic by scanning academic papers.

2
🚀 Get the tool ready

Download and launch the simple program on your computer so you can start exploring ideas right away.

3
💭 Type your research question

Enter a topic like 'urban heat equity' and let it find relevant papers from journals and archives.

4
✨ See brainstormed ideas appear

Watch as different thinking styles generate creative research angles, ranked by novelty and fit.

5
📋 Review idea summaries

Read short cards with titles, designs, and why each idea stands out from existing work.

6
👍 Pick and rate your favorites

Mark promising ideas as keepers or pass on others to refine future suggestions.

🏆 Build your idea collection

Enjoy a personalized set of grounded, innovative research directions ready to pursue.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 18 to 18 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is research-idea-explorer?

This JavaScript CLI turns a research query into a frontier of literature-grounded ideas, pulling papers from arXiv, OpenAlex, Crossref, EuropePMC, and more to map neighborhoods and probe gaps. It brainstorms via personas like anomaly hunters, crystallizes ideas around puzzles (e.g., blind spots, mechanisms) and claims (e.g., measure, intervene), then critiques, ranks, and presents markdown cards with designs and scores. Developers get persistent memory graphs for feedback and iteration, ideal for CLI agents exploring research directions.

Why is it gaining traction?

Unlike generic prompt chains, it enforces structure—contrasts, evidence types, scopes—for defensible, novel ideas tied to live literature, cutting hallucination risks. The hybrid search (lexical, embedding, graph) surfaces orthogonal papers fast, and commands like `ideas --query "X"`, `feedback --ideaId Y accepted`, plus JSON/MD outputs hook agent builders. At 18 stars, it's niche but hooks JavaScript devs tired of manual lit reviews.

Who should use this?

PhD students or postdocs brainstorming paper angles in social science, urban studies, or biomed; AI engineers prototyping research agents that chain lit search to ideation; policy analysts mapping equity gaps in adaptation or economics.

Verdict

Grab it for structured research exploration if you're in CLI agents—outputs crisp idea cards that spark real work. 18 stars and 0.7% credibility score signal prototype status with thin tests/docs, so expect tweaks before production.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.