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research-paper-summary

Summarize research papers or small paper sets with emphasis on problem, method, evidence, limitations, and practical relevance.

Skill by vectie

IndexedApache-2.0★ 25
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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/vectie-research-paper-summary

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

Summarize research papers or small paper sets with emphasis on problem, method, evidence, limitations, and practical relevance. Use when a workflow step needs a concise, grounded paper summary from parsed research artifacts.

Use cases: research, productivity

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Permissions

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

Tools
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Secrets
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Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/research-paper-summary

What's inside

Skill name
research-paper-summary
Description
Summarize research papers or small paper sets with emphasis on problem, method, evidence, limitations, and practical relevance. Use when a workflow step needs a concise, grounded paper summary from parsed research artifacts.
License
Apache-2.0
Instructions
30 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Research Paper Summary

Use this skill when summarizing one paper or a small set of closely related papers.

## Output shape

Produce these sections when possible:

- Problem
- Main idea
- Key method details
- Evidence and results
- Limitations
- Why it matters

## Rules

- Stay grounded in the provided paper text and metadata.
- Prefer precise claims over hype.
- Call out uncertainty when the paper text is incomplete.
- If multiple papers are present, separate shared themes from per-paper findings.
- Do not fabricate benchmarks, datasets, or numeric results.

## Good defaults

- Keep summaries compact and decision-oriented.
- Mention novelty only when you can compare it to obvious prior baselines in the text.
- End with 2-4 bullet takeaways if the caller asks for a digest.

From vectie/moonclaw, Apache-2.0.

More from vectie/moonclaw

Signals

Stars
25
Forks
0
Open issues
0
Last commit (this folder)
Mar 14, 2026 (7 months ago)
Last release
Aug 23, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
Repository
github.com/vectie/moonclaw
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from vectie

Cite this page

research-paper-summary skill. Agent Mart. https://agentmart.dev/skills/vectie-research-paper-summary (last updated 2026-10-24)