Individual skill
paper-orchestra
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines, optional figures) into a submission-ready LaTeX manuscript and compiled PDF. TRIGGER when the user asks to "write a paper from my experiments", "turn this idea and these results into a paper", "generate a conference submission", "run paper-orchestra on X", or otherwise wants the end-to-end paper-writing pipeline. Coordinates the outline-agent, plotting-agent, literature-review-agent, section-writing-agent, and content-refinement-agent skills.
skills/paper-orchestra/SKILL.md
Source commit 6a319132932ee031e2d759b0f7f5075cf77bd1cf
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Local scripts
- 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)
- 697
- 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
- testing Derived category
- testing-browser Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 14,101 bytesSKILL.mdcore · 14,101 bytesSKILL.mdcore · 14,101 bytesSKILL.mdcore · 14,101 bytesSKILL.mdcore · 14,101 bytesSKILL.mdcore · 14,101 bytesreferences/anti-leakage-prompt.mddoc · 2,520 bytesreferences/host-integration.mddoc · 8,007 bytesreferences/io-contract.mddoc · 7,261 bytesreferences/outline-reconciliation.mddoc · 4,841 bytesreferences/paper-summary.mddoc · 4,163 bytesreferences/pipeline.mddoc · 7,341 bytesscripts/anti_leakage_check.pyruns · 3,372 bytesscripts/build_pdf.pyruns · 28,986 bytesscripts/check_idea_density.pyruns · 5,782 bytesscripts/check_tex_packages.pyruns · 6,078 bytesscripts/claim_evidence_gate.pyruns · 16,496 bytesscripts/diff_outlines.pyruns · 3,624 bytesscripts/init_workspace.pyruns · 4,604 bytesscripts/test_claim_evidence_gate.pyruns · 5,221 bytesscripts/validate_consistency.pyruns · 9,886 bytesscripts/validate_inputs.pyruns · 4,872 bytes
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