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Updated 5mo 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)

100 GitHub stars (100)

+3 in 24 days

Stars gained per day · daily snapshots since Oct 12
Stars gained per day, Oct 12 to Nov 5: +3 in total; the busiest day was Nov 1 with +2 stars.Oct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 starsOct 17: 0 starsOct 18: 0 starsOct 19: 0 starsOct 20: 0 starsOct 21: 0 starsOct 22: 0 starsOct 23: +1 starsOct 24: 0 starsOct 25: 0 starsOct 26: 0 starsOct 27: 0 starsOct 28: 0 starsOct 29: 0 starsOct 30: 0 starsOct 31: 0 starsNov 1: +2 starsNov 2: 0 starsNov 3: 0 starsNov 4: 0 starsNov 5: 0 stars
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  • 1 skill (1 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 5mo ago last update (Last updated 5mo 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.