Individual skill
paper-writing-bench
Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines. Replicates the PaperWritingBench dataset construction procedure from arXiv:2604.05018 §3 / App. C. TRIGGER when the user asks to "build a benchmark case from this paper", "reverse-engineer raw materials", or "evaluate my pipeline against PaperWritingBench".
skills/paper-writing-bench/SKILL.md
Source commit 6a319132932ee031e2d759b0f7f5075cf77bd1cf
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
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- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 699
- Repository last updated
- Nov 4, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agentic-ai Repository topic
- ai-research Repository topic
- anthropic Repository topic
- antigravity Repository topic
- arxiv Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- coding-agents Repository topic
- cursor Repository topic
- latex Repository topic
- research Derived category
- writing Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 5,625 bytesSKILL.mdcore · 5,625 bytesreferences/bench-overview.mddoc · 4,316 bytesreferences/dense-idea-prompt.mddoc · 3,287 bytesreferences/experimental-log-prompt.mddoc · 3,288 bytesreferences/sparse-idea-prompt.mddoc · 2,796 bytes
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