bambu-studio-ai
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AI-native OCR platform that turns documents into high-accuracy data in minutes. Using multi-model consensus, DeepRead achieves 97%+ accuracy and flags only uncertain fields for Human-in-the-Loop (HIL) review—reducing manual work from 100% to 5-10%. Zero prompt engineering required.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install deepread001/deepread-ocrInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
DeepRead is an AI-native OCR platform that turns documents into high-accuracy data in minutes. Using multi-model consensus, DeepRead achieves 97%+ accuracy and flags only uncertain fields for Human-in-the-Loop (HIL) review—reducing manual work from 100% to 5-10%. Zero prompt engineering required.
DeepRead is a production-grade document processing API that gives you high-accuracy structured data output in minutes with human review flagging so manual review is limited to the flagged exceptions
Core Features:
hil_flag) so only exceptions need manual reviewSign up and create an API key:
# Visit the dashboard
https://www.deepread.tech/dashboard
# Or use this direct link
https://www.deepread.tech/dashboard/?utm_source=clawdhub
Save your API key:
export DEEPREAD_API_KEY="sk_live_your_key_here"
Add to your clawdbot.config.json5:
{
skills: {
entries: {
"deepread": {
enabled: true
// API key is read from DEEPREAD_API_KEY environment variable
// Do NOT hardcode your API key here
}
}
}
}
Option A: With Webhook (Recommended)
# Upload PDF with webhook notification
curl -X POST https://api.deepread.tech/v1/process \
-H "X-API-Key: $DEEPREAD_API_KEY" \
-F "file=@document.pdf" \
-F "webhook_url=https://your-app.com/webhooks/deepread"
# Returns immediately
{
"id": "550e84...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# DeepRead - Production OCR API
DeepRead is an AI-native OCR platform that turns documents into high-accuracy data in minutes. Using multi-model consensus, DeepRead achieves 97%+ accuracy and flags only uncertain fields for Human-in-the-Loop (HIL) review—reducing manual work from 100% to 5-10%. Zero prompt engineering required.
## What This Skill Does
DeepRead is a production-grade document processing API that gives you high-accuracy structured data output in minutes with human review flagging so manual review is limited to the flagged exceptions
**Core Features:**
- **Text Extraction**: Convert PDFs and images to clean markdown
- **Structured Data**: Extract JSON fields with confidence scores
- **HIL Interface**: Built-in Human-in-the-Loop review — uncertain fields are flagged (`hil_flag`) so only exceptions need manual review
- **Multi-Pass Processing**: Multiple validation passes for maximum accuracy
- **Multi-Model Consensus**: Cross-validation between models for reliability
- **Free Tier**: 2,000 pages/month (no credit card required)
## Setup
### 1. Get Your API Key
Sign up and create an API key:
```bash
# Visit the dashboard
https://www.deepread.tech/dashboard
# Or use this direct link
https://www.deepread.tech/dashboard/?utm_source=clawdhub
```
Save your API key:
```bash
export DEEPREAD_API_KEY="sk_live_your_key_here"
```
### 2. Clawdbot Configuration (Optional)
Add to your `clawdbot.config.json5`:
```json5
{
skills: {
entries: {
"deepread": {
enabled: true
// API key is read from DEEPREAD_API_KEY environment variable
// Do NOT hardcode your API key here
}
}
}
}
```
### 3. Process Your First Document
**Option A: With Webhook (Recommended)**
```bash
# Upload PDF with webhook notification
curl -X POST https://api.deepread.tech/v1/process \
-H "X-API-Key: $DEEPREAD_API_KEY" \
-F "file=@document.pdf" \
-F "webhook_url=https://your-app.com/webhooks/deepread"
# Returns immediately
{
"id": "550e84...Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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