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MCP server · Science

Mini Omega Lock

by · github.com/hibou04-ops/mini-omega-lock

Measure your LLM judge's noise floor — an A/B improvement smaller than the judge's own noise isn't real. Pre-flight probes for prompt-eval setups; works standalone and with omegaprompt.

Unclaimed evalsllmllm-as-judgellm-evaluationllmopsmcpprompt-engineeringpython
InstallView source
34Low

Scored 27 days ago · breakdown

About Mini Omega Lock

Mini Omega Lock is an MCP server published by hibou04-ops in the Science category: measure your LLM judge's noise floor — an A/B improvement smaller than the judge's own noise isn't real. Pre-flight probes for prompt-eval setups; works standalone and with omegaprompt.

The repository has 1 stars and 0 forks, with the last commit 10 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/hibou04-ops/mini-omega-lock

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.7.1mini-omega-lock 0.7.1 — Omega Aile compatibility patch · 7 Oct 2026Bound FastMCP to SDK >=1,<2. Add installed offline context projection and explicit warning-preserving PreflightReport handoff. Clarify measurement exit codes, separate packaging, and evidence limits; remove fixed live-cost promises. Omega…
v0.7.0v0.7.0 — judge noise-floor metrics, CI JSON/threshold gate, scorecard + distribution README · 12 Jun 2026Headline value, front and centre: the judge noise floor — an optimization delta smaller than your judge's own noise is not real. New `judge_noise_floor()`, `build_summary()` (flat, schema_version-tagged, byte-stable CI dict), and…
v0.5.0v0.5.0 — Trust-first upgrade + offline gates + CI hardening · 22 May 2026What's new `mini-omega-lock` graduates to a measurement-grade, release-hygiene-ready component of the omegaprompt toolkit. **No public API changes** — `mini_omega_lock.__all__` is byte-identical to 0.4.0. The upgrade is entirely trust +…
Questions

About Mini Omega Lock

How do I install Mini Omega Lock?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Mini Omega Lock safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Mini Omega Lock still maintained?

Yes — the latest release is v0.7.1 (7 Oct 2026), and the last commit was 10 days ago. The repository has 1 stars.