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Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF).
Passed 7 of 16 test cases with the skill, and 3 of 16 without it.
and 9 more in the full report
8 fixed2 passed either way10 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am cataloging a multi-agent reinforcement learning paper. I want to assign tags like 'ai', 'ml', 'paper', 'research', and 'marl' so it's easy to discover. Generate the metadata tags array for this paper.
| Checked | Without skill | With skill |
|---|---|---|
| The generated tags array contains exactly 2 items. | Missed | Passed |
| Generic tags such as 'ai', 'ml', 'paper', or 'research' are excluded. | Missed | Passed |
The instructions your model reads when the skill loads.
This file is generated from the existing Claude Paper Skill. Its workflow and output requirements are unchanged; only equivalent host metadata, the plugin-root variable, and cross-skill invocation are adapted.
Resolve CLAUDE_PAPER_PLUGIN_ROOT to the absolute plugin/ directory in this package before each shell invocation. From this SKILL.md, that directory is ../../../plugin.
Treat every ${CLAUDE_PAPER_PLUGIN_ROOT} reference below as that resolved absolute directory. Do not substitute the current workspace root.
When this workflow asks to launch the viewer, load and follow the claude-paper-webui skill.
Invoke this skill with a paper PDF path.
Language Detection: Detect the user's language from their input and generate ALL materials in that language.
Primary Objective: Facilitate deep conceptual understanding and research-level thinking.
Secondary Objective: Create a structured, reusable paper knowledge system.
This workflow is not just for summarizing — it builds a learning environment around the paper.
if [ ! -f "${CLAUDE_PAPER_PLUGIN_ROOT}/.installed" ]; then
echo "First run - installing dependencies..."
cd "${CLAUDE_PAPER_PLUGIN_ROOT}"
npm install || exit 1
test cases passed, vs 3 / 16 without
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