TokOps

Intelligent LLM Optimization Platform for VS Code

TokOps is a developer-first AI optimization platform that reduces LLM costs in real time through context pruning, prompt compression, semantic optimization, and smart model routing.

Instead of sending entire repositories and oversized prompts to expensive models, TokOps automatically minimizes token usage while preserving response quality.

Why TokOps?

Modern AI coding assistants often consume far more tokens than necessary.

This leads to:

Higher AI costs
Slower responses
Context window limitations
Unnecessary model usage

TokOps optimizes every request before it reaches an LLM.

Key Benefits

Reduce token consumption by up to 70%
Lower LLM costs automatically
Improve response latency
Smart model selection
Repository-aware context extraction
Multi-provider support

Features

Context Pruning

Analyzes repository structure and dependency relationships to identify only the files relevant to the current request.

Prompt Compression

Removes redundant information and compresses prompts before sending them to the model.

Smart Routing

Selects the most cost-effective model based on:

Complexity
Latency requirements
Estimated cost
Quality requirements

Cost Analytics

Track:

Tokens consumed
Estimated savings
Model usage
Cost optimization metrics

Security

TokOps is designed with enterprise security principles:

No source code retention
Tenant isolation
API key protection
Rate limiting
Secure request handling
Log masking

Installation

Open VS Code
Open Extensions Marketplace
Search for TokOps
Click Install

Or install via command line:

code --install-extension datsyio.tokops

Commands

Open TokOps Chat

TOKOPS: Open Chat

Launch the TokOps AI assistant.

Refactor Selection

TOKOPS: Refactor Selection

Refactor selected code using optimized prompts.

Explain Selection

TOKOPS: Explain Selection

Generate explanations for selected code while minimizing token usage.

Privacy

TokOps does not store source code unless explicitly configured by the customer.

All processing follows secure tenant-isolated workflows.

Support

For support, feature requests, or bug reports:

VS Code Marketplace Reviews

License

MIT License