# content-refinement-agent

> Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018).

Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). Iteratively refine drafts/paper.tex by simulating peer review and applying targeted revisions, with strict accept/revert halt rules, deterministic 0-100 decision bands (Accept/Minor/Major/Reject) that drive a target-met early stop, and a Devil's Advocate concession-threshold guard that blocks acceptance on unresolved critical findings. Maintains a worklog and snapshots each iteration so revert is real, not symbolic. TRIGGER when the orchestrator delegates Step 5 or when the user asks to "refine the draft", "iterate on the paper", or "run peer review on this paper".

- Type: Skill
- Made by: Ar9av
- Category: Research
- Formats: Skills
- Version: faa2385
- Source: https://github.com/ar9av/paperorchestra/tree/HEAD/skills/content-refinement-agent
- Page: https://pluginboard.ai/skills/content-refinement-agent

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the content-refinement-agent folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Claude

In Claude (web or desktop): Download the content-refinement-agent folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Gemini

In Gemini: Download the content-refinement-agent folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.copilot/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Cursor

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.cursor/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Claude Code

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.claude/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Codex

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.agents/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Antigravity

In Antigravity: Copy the content-refinement-agent folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.gemini/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Replit

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent .agents/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### OpenClaw

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.openclaw/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### OpenCode

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.config/opencode/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.hermes/skills/content-refinement-agent
```

View the folder on GitHub: https://github.com/Ar9av/PaperOrchestra/tree/HEAD/skills/content-refinement-agent

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From Pluginboard (https://pluginboard.ai).