llmwhisperer
Extract text and layout from images and PDFs using LLMWhisperer API. Good for handwriting and complex forms.
Best use case
llmwhisperer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Extract text and layout from images and PDFs using LLMWhisperer API. Good for handwriting and complex forms.
Teams using llmwhisperer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/llmwhisperer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How llmwhisperer Compares
| Feature / Agent | llmwhisperer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Extract text and layout from images and PDFs using LLMWhisperer API. Good for handwriting and complex forms.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# LLMWhisperer
Extract text from images and PDFs using the [LLMWhisperer API](https://unstract.com/llmwhisperer/) — great for handwriting and complex forms.
## Configuration
Requires `LLMWHISPERER_API_KEY` in `~/.clawdbot/.env`:
```bash
echo "LLMWHISPERER_API_KEY=your_key_here" >> ~/.clawdbot/.env
```
### Get an API Key
Get a free API key at [unstract.com/llmwhisperer](https://unstract.com/llmwhisperer/).
- **Free Tier:** 100 pages/day
## Usage
```bash
llmwhisperer <file>
```
## Script Source
The executable script is located at `scripts/llmwhisperer`.
```bash
#!/bin/bash
# Extract text using LLMWhisperer API
if [ -z "$LLMWHISPERER_API_KEY" ]; then
if [ -f ~/.clawdbot/.env ]; then
# shellcheck disable=SC2046
export $(grep -v '^#' ~/.clawdbot/.env | grep 'LLMWHISPERER_API_KEY' | xargs)
fi
fi
if [ -z "$LLMWHISPERER_API_KEY" ]; then
echo "Error: LLMWHISPERER_API_KEY not found in env or ~/.clawdbot/.env"
exit 1
fi
FILE="$1"
if [ -z "$FILE" ]; then
echo "Usage: $0 <file>"
exit 1
fi
curl -s -X POST "https://llmwhisperer-api.us-central.unstract.com/api/v2/whisper?mode=high_quality&output_mode=layout_preserving" \
-H "Content-Type: application/octet-stream" \
-H "unstract-key: $LLMWHISPERER_API_KEY" \
--data-binary "@$FILE"
```
## Examples
**Print text to terminal:**
```bash
llmwhisperer flyer.jpg
```
**Save output to a text file:**
```bash
llmwhisperer invoice.pdf > invoice.txt
```
**Process a handwritten note:**
```bash
llmwhisperer notes.jpg
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