FactoriaGo Agent Skill
Let your AI assistant operate FactoriaGo directly — completing the entire paper revision workflow.
What is OpenClaw Skill?
The OpenClaw Skill is an agent capability interface provided by FactoriaGo. It enables AI assistants like Claude and ChatGPT to directly invoke FactoriaGo's core features — from reviewer comment analysis to response letter writing, project management, and LaTeX compilation.
Core Features
Review Analysis
Parse reviewer feedback, categorize by importance, and automatically generate a structured revision plan.
Response Letter
Point-by-Point responses to reviewer comments in 3 tone modes: Collaborative / Assertive / Technical.
AI Chat
Context-aware conversation about your paper — discuss content, revision strategies, and writing suggestions.
Project Management
List projects, manage files, create revision tasks, and compile LaTeX — all through your AI assistant.
Quick Start
Register on FactoriaGo
Sign up at factoriago.com and create your first paper project.
Get an API Key
Obtain an API Key from your AI provider (Claude, ChatGPT, Gemini) and configure it in FactoriaGo Settings.
Install the Skill
Configure the OpenClaw Skill in your AI assistant and connect it to your FactoriaGo account.
Start Using
Chat with your AI assistant to operate paper revision, reviewer responses, and all features directly.
Full User Manual
FactoriaGo Skill — User Manual
> Version: v1.0 | Platform: OpenClaw | Updated: 2026-03-17
1. What is the FactoriaGo Skill?
This Skill lets your OpenClaw AI assistant directly operate FactoriaGo — the AI-native LaTeX editor built for academic paper revision and resubmission. It supports:
- 📋 Analyze reviewer comments and generate a structured revision plan
- ✉️ Write Point-by-Point reviewer response letters
- 🤖 AI Chat — context-aware conversation about your paper
- 📁 Manage projects, files, and revision tasks
- 🔧 LaTeX compilation
2. Prerequisites
Step 1: Register a FactoriaGo account
Sign up at 👉 https://factoriago.com (free tier available)
Step 2: Configure an AI Model API Key
> ⚠️ All AI features (review analysis, chat, revision suggestions) require an API key.
FactoriaGo uses a BYOK (Bring Your Own Key) model — you provide your own AI provider API key.
Supported AI providers:
| Provider | Recommended Model | Best For | Get Key |
|---|---|---|---|
| Anthropic | Claude Sonnet | English writing | https://console.anthropic.com/keys |
| OpenAI | GPT-4o | General purpose | https://platform.openai.com/api-keys |
| Gemini 2.0 Flash | Fast responses | https://aistudio.google.com/app/apikey | |
| Moonshot (Kimi) | kimi-k2 | Chinese papers | https://platform.moonshot.cn/console/api-keys |
| Zhipu (GLM) | GLM-4 Plus | Chinese papers | https://open.bigmodel.cn/usercenter/apikeys |
| MiniMax | MiniMax-Text | Chinese papers | https://platform.minimaxi.com/user-center/basic-information/interface-key |
Configuration (choose one):
- Web UI: Login to editor.factoriago.com → Avatar → Settings → AI Model
- Via AI assistant: Tell your OpenClaw assistant which provider you want and share your key — it will configure it for you
3. Core Features
Feature 1: Reviewer Comment Analysis
Trigger: Paste reviewer comments and say "analyze my reviewer comments"
What the AI assistant does:
- Identifies each individual concern (auto-groups by Reviewer 1 / Reviewer 2)
- Categorizes by importance: 🔴 Major / 🟡 Minor / 🟢 Optional
- Provides revision suggestions and priority order
- Calls the API to save the analysis to your project
Example: "Analyze these reviewer comments: [paste full review text]"
Feature 2: Reviewer Response Letter
Trigger: "Write my reviewer response letter" / "Generate Point-by-Point Response"
Three tone modes:
- Collaborative (default): Thank + explain + acknowledge
- Assertive: Politely defend your position
- Technical: Focus on technical details, good for methodology issues
Example: "Write a reviewer response, collaborative tone. Reviewer 1 says sample size is too small — I've expanded it to 200 participants."
Feature 3: AI Chat
Trigger: "Ask AI about my FactoriaGo project..."
What you can do:
- Ask questions about your paper's content
- Get AI help revising a specific paragraph
- Discuss revision strategy
Example: "In my FactoriaGo project [project ID], ask AI: how can I strengthen the Related Work section?"
Feature 4: Project & File Management
| Action | Example Command |
|---|---|
| List all projects | "List my FactoriaGo projects" |
| View project files | "Show files in project [ID]" |
| Create revision task | "Create a revision task for project [ID]" |
| View revision tasks | "Show tasks for project [ID]" |
| Compile LaTeX | "Compile project [ID]" |
4. End-to-End Workflow
- Receive reviewer decision from the journal
- Paste to AI assistant: "Analyze my reviewer comments" + paste full text
- AI generates structured list (Major / Minor / Optional categories)
- Create revision task: "Create a revision task in my FactoriaGo project [ID]"
- Edit LaTeX: Work in editor.factoriago.com, ask AI for suggestions anytime
- Generate response letter: "Write my reviewer response letter"
- Compile and verify: "Compile project [ID]"
- Download and submit: Download PDF + response letter, submit to journal
5. FAQ
Q: I see "No API key configured" — what do I do?
A: Configure your API key first. Tell your assistant which provider you want (Anthropic or OpenAI recommended), share the key, and it will configure it for you. Or go to editor.factoriago.com → Settings → AI Model.
Q: Where do I find my project ID?
A: Log in to editor.factoriago.com, click on a project, and look at the URL — the alphanumeric string is the project ID. You can also ask "List my projects" to see all IDs.
Q: Do I need to install anything locally?
A: No. FactoriaGo is fully browser-based, including LaTeX compilation (runs in the cloud).
Q: Is my API key secure?
A: Keys are encrypted server-side. When read back, only the last few characters are shown (e.g., ••••••4wAA) — the full key is never exposed.
Q: What are the free tier limits?
A: The free tier has a limited AI usage quota (AI Chat and review analysis both consume quota). Paid plans offer more quota and larger storage.
6. Support
- Product website: https://factoriago.com
- Editor: https://editor.factoriago.com
- Feedback: Contact the Factoria.AI team via the official website