omegaprompt

active

Provider-neutral prompt calibration engine with sensitivity-ranked meta-axes, hard-gate x soft-score fitness, walk-forward ship gates, guarded/expedition profiles, and explicit capability/risk reporting across Anthropic, OpenAI, Gemini, and local OpenAI-compatible backends. Optional sub-tools (mini-omega-lock, mini-antemortem-cli) distribute separately and plug in via the omegaprompt.preflight interface.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/hibou04-ops/omegaprompt
Package: pypi: omegaprompt
Run (stdio): uvx omegaprompt
The usual command for this package registry; check the repository README for required settings.
License: Apache Software License
Last update: 2026-11-06

evals llm-as-judge llm-evaluation llmops local-llm mcp overfitting prompt-calibration prompt-engineering prompt-optimization prompt-regression-testing prompt-testing

Listed in

pypi · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.