ThinkVelocity Sandbox

Let's clarify your intent

Answer the questions below to help me understand your task.

Clarification

Enhanced Prompt

⚠ Rendered as single segment (annotation parse fallback)

Fill Placeholders

Refine

Mode Comparison

✦

Enter a prompt above and hit Enhance to see the magic.

Diagnostics

Test all backend endpoints and pipeline stages end-to-end.

Health Check

Verify the backend is online and responding.

Enhance Pipeline

POST /enhance with a short test prompt. Checks LLM round-trip, JSON parsing, and output validation.

Intent Detection

POST /intent/confirm — detects intent and returns structured interpretation before enhancement.

Refine Pipeline

POST /refine — takes an enhanced prompt and clarification Q&A, returns refined output.

Compare Modes

POST /enhance/compare — runs Normal and Caveman modes side-by-side and returns both results.

Memory Read

GET /context/:userId — fetches the stored user context object for the current User ID.

Incognito Mode

Enhance with incognito:true — verifies memory is not read or written during this call.

Annotation Segments

Run an enhance and check that annotated_segments concatenate exactly to the final prompt (no fallback triggered).

Source Catalog

GET /sources — returns the loaded source catalog from Scraping Sources.md.