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1. omega-lock omega-lock Public

   Catch overfitting before you ship it: a walk-forward / held-out gate for any optimizer (Optuna, sweeps, prompt search). The highest score isn't deployable until it survives data it never saw. CLI +…

   Python 1

2. antemortem-cli antemortem-cli Public

   Make your AI coding agent prove every claim with a file:line citation, then machine-check each one offline. A verified-citation gate (CLI + MCP server + GitHub Action) that catches LLM hallucinatio…

   Python 1

3. omegaprompt omegaprompt Public

   The overfit gate for your prompts: re-test the winning prompt on held-out examples it never tuned on, and block the ship if it doesn't generalize. Sits on top of promptfoo/DSPy. CLI + MCP + CI.

   Python 1

4. mini-omega-lock mini-omega-lock Public

   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.

   Python 1

5. mini-antemortem-cli mini-antemortem-cli Public

   Deterministic, offline linter that catches silent traps in your prompt-eval setup — train/test leakage, judge bias, homogeneous variants — before they fake a passing score. 11 trap rules.

   Python 1