OMNI - The Semantic for the Agentic AI
Eliminating 30–90% of token noise with Zero Semantic Loss.
OMNI - The Semantic for the Agentic AI launched on March 18, 2026 with 2 votes, #5,166 of 23,380 launches that month.
What it does
OMNI is the Semantic Core. It sits between your agent and its tools, refining chaotic streams into high-density intelligence. Our goal isn't just to send fewer tokens, but to ensure every token sent is high-signal. We don't just trunced, we distill. Your AI gets the full context, without the fluff. 30% - 90% token efficiency savings while improving reasoning signal. Analyzed and routed cleaner signal, better reasoning, benchmarks prove LLMs perform better with 50 pure tokens than 500 noisy ones.
Free Rust CLI. Output your AI agent has already been shown comes back as a handle, not the bytes again: 1.5% off file reads, 69.6% across 9,478 real commands.
OMNI is a shell hook for your coding agent. It drops the noise from command output before the model reads it, and returns what the model has already been shown as a handle rather than the bytes again: 10.7% off build and test output, 69.6% across all 9,478 replayed commands. Reproducible on tests/fixtures/ : 16,515 B of test output becomes 1,153 B, a 93.0% cut. A tool that asks to sit between you and your output should lead with the parts that go badly. Any tool claiming to save 90% of every command is telling you it summarised output you needed. A filter removes a line because a pattern calls it noise. The ledger removes it because your agent is already holding it. Filters are what every…from omni.weekndlabs.com
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