Prompt Systems, Not Prompt Guesswork
Framework-native
Switch between structured prompting systems without rebuilding your prompt from scratch.
Dynamic variables
Auto-detect
Budget aware
See prompt metrics and benchmark API spend before a single production call goes out.
Stop Chatting. Start Engineering.
XySide AI Prompt Studio transforms casual text into bulletproof, structured prompt frameworks (CO-STAR, CRISPE, TRACI). Inject dynamic variables, visualize temperature dynamics, and budget enterprise LLM API costs 100% locally in your browser.
{{tokens}}, render value inputs, and substitute them in real time.
🛠Dynamic {{Variable}} Injection
📊 Token & API Cost Budgeter
💻 Developer JSON Escape Ready
Framework Selector
Switch prompting systems instantly. XySide keeps each framework's values stored locally so you can compare methodologies without losing work.
Template Factory
Write a custom system prompt, drop in {{variables}}, and let the engine render matching inputs automatically.
Dynamic placeholders support letters, numbers, underscores, and hyphens, for example
{{project_goal}} or {{launch-stage}}.Detected Variables
Populate template placeholders and watch the final prompt update with zero latency.
Hyperparameter Visualizer
Model guidance shifts as you tune determinism and sampling breadth. This keeps prompt authors and engineers aligned before runtime.
Cost Budgeter
Estimate prompt-side input spend and blended output spend using current 2026 benchmark proxy pricing from official vendor pages.
This value multiplies the prompt usage forecast for each benchmark model.
An enhancement for realistic budgeting. A ratio of 1.2 assumes outputs are 120% of prompt length.
Live Prompt Matrix
Every field, slider, and variable injection is structured into a markdown-ready system prompt with explicit sections and deployment notes.
Characters
0
Words
0
Estimated Tokens
0
Benchmark Spend Matrix
Seven live benchmark cards compare flagship, production, and value-tier model economics in a compact planning dashboard.
Latest benchmark set in this board uses the currently audited 2026 rate sheet for OpenAI, Anthropic, Google Gemini, and DeepSeek public API pricing. DeepSeek-V4-Pro is shown with its current public API baseline at approximately $0.435/M input and $0.87/M output.
Copy & Reset Controls
Move fast between chat UIs and backend code without manually escaping quotes or rebuilding formatting.
Workspace state is persisted locally in your browser so you can close the tab and come back later.