Stop promptsplaining
Vostra lets you build reusable, shareable instruction sets for LLMs - tone, brand voice, length, output format - and sync them across your team. Never start a conversation with AI from scratch again.
Meet the instruction layer
LLM output is only as good as the input - and most teams are still making it up as they go. Instruction sets turn messy prompts into reusable building blocks that work across tools, teammates, and tasks.
Modular Contexts
Build a system of reusable blocks that capture how your team speaks, writes, and thinks.
Write an overview of our roadmap as:
One-click Switching
The team has shifted timelines due to unexpected dependencies…
Share with Teams
Give everyone the same system for voice, structure, and output - and scale it.
Brand Email
Bold, punchy
Anisha, Growth
Support Playbook
Empathetic, clear
Noah, CX Ops
Model Agnostic
Use your contexts across ChatGPT, Gemini, Claude, or any tool of your choice.
“Sure! I'd be happy to...”
“Happy to help! Let's go..”
“Absolutely! Let's...”
Agent Orchestration
Build agent workflows that align on tone, tasks, and intent - fully autonomous and adaptive.
Auto-optimize prompts
Contexts automatically adapt based on input, success rates, and results.
Modular Thinking, Real-Time Execution
Your workflow isn't linear - your tools shouldn't be either. Here's how modular context powers everything from solo prompts to full team, increasing consistency, speed, and collaboration.
Build how you think
Combine tone, structure, and goals into modular blocks. Save them as reusable contexts for any task or teammate.
Use it inside any model
Apply your saved context across GPT, Claude, or other tools. Your voice, structure, and thinking — instantly activated.
[Output using: Hiring - Calm - Outcome-driven]
Share once, use everywhere
Push contexts to your team, clients, or alternate workflows. Update once, scale everywhere.
✅ Used by 6 teammates
Orchestrate multi-agent systems
Use your contexts to drive multi-agent coordination. Assign roles, structure output flows, and automate your team's AI logic.
Try it out
Pick a prompt. Switch a context. See the difference.
// Professional context Write a welcome message for new users → Here's how it might sound when generated using the 'Professional' context.
Start building smarter LLM workflows with Vostra.
Go live with your first instruction stack in minutes.