Stop Paying for
Noisy Tokens.
OMNI is the Context Operating System for Autonomous AI Agents.
It acts as a high-performance semantic filter between your terminal and LLMs like Claude Code, Cursor, and Copilot. Intelligently distill noisy logs, cache states, and enforce strict token budgets to ensure your agents execute complex loops flawlessly.
Cut your AI tokens costs by up to 90%. Start building with pure signal.
brew install fajarhide/tap/omni The Context OS Advantage
Empower your AI agents to work autonomously for hours without token exhaustion or context amnesia.
1. Token Efficiency & Massive ROI
Every byte in the context window costs money. OMNI acts as a smart sieve, guaranteeing zero tokens are wasted on useless loading bars or dependency logs. Save $35+ per developer every month.
- Build Outputs: Compresses a 3,000 token compile error into just 80 tokens of pure signal.
- Test Runners: Filters out 4,000 tokens of passing tests to show only exact assertion failures.
- DevOps & Infra: Transforms thousands of lines of Terraform/Kubectl output into concise status summaries.
2. Zero Hallucinations & High Fidelity
High compression is dangerous if the AI loses facts. OMNI's multi-agent architecture ensures your agent never loses its train of thought, even after 4 hours of autonomous coding.
- Context Pressure Management: Proactively warns the AI before the context window crashes.
- Critical File Pinning: Permanently pins
AGENTS.mdor.cursorrulesso core instructions are never forgotten. - Dependency Graph Indexer: Warns agents when they mutate high-impact, frequently imported files.
Feel the Difference
Watch OMNI compress 18,400 tokens of raw logs into 132 tokens of actionable pure signal.
Real-World Use Cases
How top engineering teams use OMNI to scale multi-agent architectures and fix daily frustrations.
The "Infinite Loop of Death"
Scenario: AI gets distracted by 20,000 lines of npm install warnings, missing the actual build error at the end.
OMNI's Fix: Mutes all peer dependency warnings and surfaces only the exact Build Error with its stack trace. AI fixes the code instantly.
The "Silent Hallucination"
Scenario: AI reads a 3,000-line file via cat, struggles to keep it in working memory, and starts hallucinating.
OMNI's Fix: Replaces raw cat with a Structured Outline. Shows only imports, public APIs, and risk markers—reducing output by 80%.
Multi-Agent Collaboration
Scenario: Cursor IDE and Claude CLI run simultaneously, executing redundant commands and wasting tokens.
OMNI's Fix: Acts as a shared memory layer. Cursor and Claude share the same filtered memory streams, active errors, and environment.
The Breakthrough Context Layer
A native, invisible utility belt explicitly built for the Agentic AI era.
Real-Time ROI & Token Analytics
Run omni stats to track lifetime token savings, optimization percentages, and financial ROI across all your workspaces in beautiful terminal charts.
Persistent Session Memory
OMNI tracks hot files and active errors across your workspace. It natively understands what the AI already knows, injecting contextual continuity into every tool invocation.
RewindStore: 100% Context Safety
Worried OMNI filtered something important? Our built-in RewindStore saves raw output locally via SHA-256. If the AI needs the full log, it automatically retrieves it via MCP.
Machine Learning Noise Discovery
The omni learn engine automatically analyzes your terminal history to identify repetitive noise patterns, instantly generating optimized semantic TOML filters for your exact tech stack.
Self-Healing Diagnostic Tools
Never worry about broken integrations. The proactive omni doctor utility scans your hooks, MCP configs, and filter performance, offering instant 1-click --fix solutions.
Native Integration for 15+ AI Agents
Powered by a Rust Core for sub-millisecond execution. OMNI seamlessly integrates with Claude Code, Cursor, Cline, Pi, Copilot, Antigravity, and OpenClaw while exposing 12 dynamic MCP Tools.
Production-Grade Autonomous Loops
Scale multi-agent tasks cleanly with the Maker-Checker verification pattern. OMNI enforces predictive token constraints (via OMNI_LOOP_BUDGET) and natively orchestrates complex iterative loops.
Engrams: Cure AI Context Amnesia
OMNI automatically detects when a milestone subtask is completed and generates highly compressed state snapshots. Your agent will never suffer from "context amnesia" during long coding sessions.
Command-First Architecture
The world's first context-aware terminal signal pipeline. Built for the Agentic era.