AI linguistic analysis — paste an article, run the prompt in any LLM, render the analysis
Paste an article into Step 1. The tool builds a self-contained analysis prompt — the full module glossary is embedded — that you copy into Claude, ChatGPT, Gemini, or any frontier LLM. Paste the model's response back into Step 3, and the article renders with each cited passage highlighted by playbook (reasoning, rhetoric, audience). A clickable legend on the side links each detected module to its glossary entry.
Step 1 of 3
Paste the text to analyze
Anywhere from a paragraph to ~5,000 words works well. Plain text — markdown formatting is fine.
0 words · 0 characters
Optional context — narrows the analysis
Glossary scope — which playbooks to include
Reasoning
Rhetoric
Audience
~0KB meta-prompt size
Step 2 of 3
Run this prompt in your chat
Copy and paste it into Claude, ChatGPT, or any model. The format strings (`> "passage"`) are required — the renderer parses them.
Step 3 of 3
Paste the LLM's analysis here
First, copy the prompt above and run it in a Claude/ChatGPT chat. Then paste the model's response here (not the prompt itself). The renderer extracts every **`module:id`** with its > "passage" citations and highlights them in the article.
Annotated View
The article, illuminated
Hover a highlighted span to see its modules. Click the highlight (or any module ID in the tooltip) to open the glossary entry for that module in a new tab. Click a legend entry to filter to that module's highlights only.
Net Read
Synthesis
ReasoningRhetoricAudience
Module reference
Glossary of every module detected in this analysis
