paper-autoraters
Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App.
Skill by rcrede
Chalk Labs
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Install
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/rcrede-paper-autoraters
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
Use cases: research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/paper-autoraters
What's inside
- Skill name
paper-autoraters- Description
- Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis 0-100 with anti-inflation rules), SxS Overall Paper Quality (side-by-side), and SxS Literature Review Quality (side-by-side). TRIGGER when the user asks to "score this paper draft", "evaluate against the benchmark", "compare two papers", or "run the autoraters".
- License
- unknown
- Instructions
- 150 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (6)
- SKILL.md
- citation-f1-prompt.md · references/
- litreview-quality-prompt.md · references/
- sxs-litreview-prompt.md · references/
- sxs-paper-quality-prompt.md · references/
- compute_f1.py · scripts/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 18, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/rcrede/antigravity-config
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillBFreshness: BClaude Code +9 - 0.524score
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Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018).
SkillBFreshness: BClaude Code +9 - 0.524score
literature-review-agent
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Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018).
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paper-writing-bench
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Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating…
SkillBFreshness: BClaude Code +9 - 0.524score
plotting-agent
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Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018).
SkillBFreshness: BClaude Code +9
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paper-autoraters skill. Agent Mart. https://agentmart.dev/skills/rcrede-paper-autoraters (last updated 2026-10-24)