eli5
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways.
Skill by Companion-Inc
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/companion-inc-eli5
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.
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About
Use cases: research, education, writing-editing
Reviews
Write a reviewNo 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. Checked Oct 25, 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/eli5
What's inside
- Skill name
eli5- Description
- Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways. Use when the user says "ELI5 this", asks for a simple explanation of a paper or research result, wants jargon removed, or asks what something technically dense actually means.
- License
- MIT
- Instructions
- 22 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# ELI5 Use Feynman's alpha tools first when the user names a specific paper, arXiv id, DOI, or paper URL. In shell, call `feynman alpha ...`, not a bare global `alpha` binary. If the user gives only a topic, identify 1-3 representative papers and anchor the explanation around the clearest or most important one. Structure the answer with: - `One-Sentence Summary` - `Big Idea` - `How It Works` - `Why It Matters` - `What To Be Skeptical Of` - `If You Remember 3 Things` Guidelines: - Use short sentences and concrete words. - Define jargon immediately or remove it. - Prefer one good analogy over several weak ones. - Separate what the paper actually shows from speculation or interpretation. - Keep the explanation inline unless the user explicitly asks to save it as an artifact.
From Companion-Inc/feynman, MIT.
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alpha-research
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Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools.
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literature-review
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Run a literature review using paper search and primary-source synthesis.
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paper-writing
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Turn research findings into a polished paper-style draft with sections, equations, and citations.
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preview
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Render Markdown or LaTeX research artifacts to HTML or PDF with pandoc.
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source-comparison
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Compare multiple sources on a topic and produce a grounded comparison matrix.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
session-search
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Search prior Feynman session transcripts on disk.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
session-log
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Write a durable session log capturing completed work, findings, open questions, and next steps.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
research-review
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Run a tough but constructive internal research critique of an AI research artifact.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
replication
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Plan a replication of a paper, claim, or benchmark, and execute only after an explicit environment choice.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
pdf-explore
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Read, extract, and cross-check content across scientific PDFs.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
paper-code-audit
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Compare a paper's claims against its public codebase.
SkillAFreshness: A★ 10KClaude Code +9
Signals
- Stars
- 10,016
- Forks
- 1,107
- Open issues
- 0
- Last commit (this folder)
- Jun 23, 2026 (4 months ago)
- Last release
- Oct 24, 2026 (3 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Companion-Inc/feynman
- Website
- feynman.is
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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preview
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Render Markdown or LaTeX research artifacts to HTML or PDF with pandoc.
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paper-writing
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Turn research findings into a polished paper-style draft with sections, equations, and citations.
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autoresearch
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Cite this page
eli5 skill. Agent Mart. https://agentmart.dev/skills/companion-inc-eli5 (last updated 2026-10-24)