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Updated 4mo ago

by Punktheory

research-idea-and-battle

A Claude Skill that acts as your senior professor advisor for AI/ML research. It searches the latest literature before speaking, challenges your ideas like a rigorous reviewer, suggests research directions across two tiers (top-venue ambition vs. practical & publishable), and guides you through the full lifecycle of a research idea

Works with
  • Claude
View on GitHub (opens in a new tab)

97 GitHub stars (97)

Steady at 97 stars — no new stars in the 4 days since Oct 12.

  • 1 skill (1 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 4mo ago last update (Last updated 4mo ago)

Install

Skills CLI

npx skills add Punktheory/research-idea-and-battle

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/Punktheory/research-idea-and-battlecp -r "research-idea-and-battle" ~/.claude/skills/research-idea-and-battle

Copies the research-idea-and-battle skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Punktheory/research-idea-and-battle

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • research-idea-and-battle

    Engage this skill whenever the user wants rigorous academic discussion about AI/ML research ideas — whether brainstorming new directions, stress-testing a hypothesis, debating novelty and significance, or seeking high-level research mentorship. Trigger on: 'I have a research idea', 'let's battle this', 'is this novel enough', 'what would reviewers think', 'help me think through this direction', '…

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.