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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:

ProviderRecommended ModelBest ForGet Key
AnthropicClaude SonnetEnglish writinghttps://console.anthropic.com/keys
OpenAIGPT-4oGeneral purposehttps://platform.openai.com/api-keys
GoogleGemini 2.0 FlashFast responseshttps://aistudio.google.com/app/apikey
Moonshot (Kimi)kimi-k2Chinese papershttps://platform.moonshot.cn/console/api-keys
Zhipu (GLM)GLM-4 PlusChinese papershttps://open.bigmodel.cn/usercenter/apikeys
MiniMaxMiniMax-TextChinese papershttps://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:

  1. Identifies each individual concern (auto-groups by Reviewer 1 / Reviewer 2)
  2. Categorizes by importance: 🔴 Major / 🟡 Minor / 🟢 Optional
  3. Provides revision suggestions and priority order
  4. 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

ActionExample 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

  1. Receive reviewer decision from the journal
  2. Paste to AI assistant: "Analyze my reviewer comments" + paste full text
  3. AI generates structured list (Major / Minor / Optional categories)
  4. Create revision task: "Create a revision task in my FactoriaGo project [ID]"
  5. Edit LaTeX: Work in editor.factoriago.com, ask AI for suggestions anytime
  6. Generate response letter: "Write my reviewer response letter"
  7. Compile and verify: "Compile project [ID]"
  8. 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

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