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Ar9avAr9avCommunity·9 Agent Skills Included

PaperOrchestra

Turn raw research notes into submission-ready LaTeX papers

Converts unstructured research ideas, experiment logs, and conference templates into complete, submission-ready LaTeX papers with verified citations and publication-quality figures. Eliminates manual literature searches, citation hallucinations, table formatting, and endless peer-review revision cycles. Runs a five-agent pipeline inside your existing coding agent, with deterministic checks that keep every number and citation grounded in your real data.
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npx skills add Ar9av/PaperOrchestra --all -g -y

All Skills in This Repository (9)

Pure Emerald Level Indicators
📦 In Repo
Ar9avAr9av

paper-writing-bench

Reverse-engineer I/E benchmarks from research papers into three markdown artifacts.

Community
Advanced
📦 In Repo
Ar9avAr9av

content-refinement-agent

Refines LaTeX drafts via simulated peer review and score-driven revert decisions.

Community
Advanced
📦 In Repo
Ar9avAr9av

plotting-agent

Render publication-ready PNG figures and captions from plotting plans and experimental logs.

Community
Advanced
📦 In Repo
Ar9avAr9av

agent-research-aggregator

Aggregate AI coding-agent cache logs into PaperOrchestra idea.md and experimental_log.md files.

Community
Advanced
📦 In Repo
Ar9avAr9av

section-writing-agent

Generate LaTeX research paper sections from outlines, logs, figures, and citations.

Community
Advanced
📦 In Repo
Ar9avAr9av

literature-review-agent

Discover and verify academic citations via web search and Semantic Scholar.

Community
Advanced
📦 In Repo
Ar9avAr9av

paper-orchestra

Convert unstructured research inputs into a submission-ready LaTeX manuscript and compiled PDF.

Community
Advanced
📦 In Repo
Ar9avAr9av

outline-agent

Convert raw research materials into a schema-validated outline JSON.

Community
Advanced
📦 In Repo
Ar9avAr9av

paper-autoraters

Compute quality metrics and side-by-side judgments for research paper drafts.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install PaperOrchestra?▼

Run `npx skills add Ar9av/PaperOrchestra --all -g -y` in your terminal to install the full skill suite globally.

How to turn experiment notes into a research paper?▼

Drop your idea summary, experimental log, LaTeX template, and conference guidelines into a workspace folder, then ask your agent to run the paper-orchestra pipeline. It outlines, plots figures, writes and refines every section automatically.

Can AI write a paper without fake citations?▼

Yes. PaperOrchestra verifies every candidate against Semantic Scholar, Crossref, and OpenAlex, then forces the writer to use only that verified pool with at least 90% citation coverage.

Does PaperOrchestra work with Claude Code and Cursor?▼

Yes. The skills follow the universal SKILL.md standard and run in Claude Code, Cursor, Antigravity, Cline, Aider, and OpenCode with no API keys required.

Can it use my scattered AI agent experiment history?▼

Yes. The agent-research-aggregator skill scans your Claude, Cursor, Antigravity, or OpenClaw logs and converts them into the structured idea and experiment files the pipeline needs.

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