v0.5.6-rc3 Release Candidate

Less noise.
More signal.

OMNI is a smart terminal layer that intelligently filters and prioritizes command output before it reaches your AI agent.

Cut token consumption by up to 90% and give your AI the clean context it needs to reason better.

Fully transparent. You're always in control.

$ brew install fajarhide/tap/omni
Or use: ·

The Philosophy of Context Quality

AI agents like Claude are only as smart as the context you feed them.

The Problem: Noise & Cost

When autonomous AI agents read your terminal, they read *everything*. A simple npm install dumps ~15,000 tokens of useless junk into your AI's context.

  • Extremely Expensive: You pay real money for every single token of junk output.
  • Diluted Reasoning: Critical errors get buried. The AI becomes "dumb" trying to sift through garbage.
  • Model Lock-in: You're forced to use the most expensive flagship models just to have a context window big enough.

The Solution: Pure Signal

OMNI acts as a smart sieve between your terminal and the AI, feeding it only the highly-focused, straight-to-the-point marrow.

  • No More AI Confusion: Your AI stops getting confused by noisy output and focuses directly on the real problem.
  • Stop Re-Prompting: Get accurate answers faster without having to constantly re-explain the context.
  • 90% Token Reduction: Drastically cut your agentic API bills by not paying for useless junk.
OMNI Token Savings Strategy

Feel the Difference

See exactly how much semantic space you save.

Before OMNI (~18,400 Tokens)
$ cargo check
Updating crates.io index Downloading crates ... Downloaded serde v1.0.210 Downloaded regex v1.10.6 ... (482 more downloads) ... Compiling proc-macro2 v1.0.86 Compiling unicode-ident v1.0.12 Compiling serde v1.0.210 warning: unused variable: `idx` --> src/parser.rs:42:9 | 42 | let idx = 0; | ^^^ help: if this is intentional, prefix it with an underscore: `_idx` Compiling ryu v1.0.18 ... (2,300 lines of compilation logs) ... error[E0308]: mismatched types --> src/main.rs:12:30 | 12 | let result: String = 100i32; | ^^^^^^ expected `String`, found `i32` error: could not compile `omni` (bin "omni") due to 1 previous error
With OMNI Semantic Engine (132 Tokens)
$ cargo check | omni
[OMNI: Signal Distilled. Dropped 2,784 noisy lines.] error[E0308]: mismatched types --> src/main.rs:12:30 | 12 | let result: String = 100i32; | ^^^^^^ expected `String`, found `i32` error: could not compile `omni` (bin "omni") due to 1 previous error
OMNI Diff Comparison

The Breakthrough Layer

A native, invisible utility belt explicitly built for the Agentic AI era.

Distill Monitor

Run omni stats to track lifetime token savings and ROI across all your projects.

Visual Impact Analytics

Session Intelligence

OMNI tracks hot files and active errors across your workspace. It remembers what the AI knows, injecting contextual continuity into every invocation to save even more tokens.

Session Tracking

RewindStore - Zero Signal Loss

Worried OMNI filtered something important? Built-in RewindStore saves raw output locally via SHA-256. If the AI needs the full log, it can retrieve it instantly.

RewindStore

Omni Learn - Autonomous Discovery

Analyze your terminal history to identify noise patterns and generate optimized semantic filters automatically.

Omni Learn Discovery

Omni Doctor: Self-Healing Config

A proactive health check utility that scans your filters, dependencies, and environment for issues, providing instant --fix solutions.

Omni Doctor Diagnostics

Core Engine & Versatility

Built with a Native Rust Core for sub-millisecond execution. OMNI provides universal support for Unix/Windows and Heimsense integration for pinpoint accuracy.

Rust Engine: Optimal
OS compatibility: Universal
AI Context: Optimized

Command-First Architecture

The world's first context-aware terminal signal pipeline. Built for the Agentic era.

Command Execution
Any terminal command gets intercepted
Magic Pipe Detection V2
Process tree & fd context analysis. 99.4% accurate.
Command-First Engine
Domain-Aware Semantic Distillation Pipeline
Command
Heuristic Router
Token Scorer
Soft Distiller
ROI Metrics
Pure Semantic Signal To AI Agent / LLM
Raw Terminal Noise RewindStore + Auto Learn