Skip to content
Agentmart
Submit a tool

research-ideation

End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refinement →…

Skill by EvoScientist

IndexedLicense unknown★ 128
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ai4scientist-research-ideation

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refinement → ELO tournament ranking → update evo-memory (IDE) → user selects direction → expand into manuscript-quality proposal. Use when: user wants to find a research direction, brainstorm ideas, evaluate idea novelty, design a novel solution, rank/compare research ideas, or generate a research proposal. Do NOT use for finding/searching/reading papers (use paper-navigator), literature survey reports (use research-survey), or planning a paper (use paper-planning).

Use cases: design, data, research

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/research-ideation

Tools it pre-approves 1

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Bash

What's inside

Skill name
research-ideation
Description
End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refinement → ELO tournament ranking → update evo-memory (IDE) → user selects direction → expand into manuscript-quality proposal. Use when: user wants to find a research direction, brainstorm ideas, evaluate idea novelty, design a novel solution, rank/compare research ideas, or generate a research proposal. Do NOT use for finding/searching/reading papers (use paper-navigator), literature survey reports (use research-survey), or planning a paper (use paper-planning).
License
unknown
Allowed tools
Bash
Metadata
author: EvoScientist · version: 2.1.0
Instructions
313 lines in SKILL.md · view on GitHub

Before installing

  • Pre-approves any shell command

Files (13)

  • SKILL.md
  • direction-summary-template.md · assets/
  • idea-candidate-template.md · assets/
  • paper-summary-template.md · assets/
  • proposal-template.md · assets/
  • ranking-scorecard-template.md · assets/
  • elo-ranking-guide.md · references/
  • literature-tree.md · references/
  • paper-reading.md · references/
  • problem-selection.md · references/
  • proposal-extension.md · references/
  • solution-design.md · references/
  • tree-search-protocol.md · references/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from AI4Scientist/nano-scientist

Signals

Stars
128
Forks
20
Open issues
1
Last commit (this folder)
Apr 16, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
2.1.0
License
License unknown
Repository
github.com/AI4Scientist/nano-scientist
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from EvoScientist

Cite this page

research-ideation skill. Agent Mart. https://agentmart.dev/skills/ai4scientist-research-ideation (last updated 2026-10-24)