Repository change benchmark protocol

Protocol

Freeze repository commit, environment, issue, and acceptance tests.
Use tasks representing bug fixes, small features, tests, and constrained refactors.
Record tools, permissions, model identifiers, prompts, run time, and human interventions.
Run the repository's test, lint, type, security, and dependency checks where applicable.
Have maintainers review the diff for correctness, scope, security, and maintainability.

The page remains preview and noindex until every gate is met.

These are real missing run artifacts and external review conditions—not completed evidence.

No rights-cleared, reproducible licensed repository snapshot, task set, and executable acceptance tests with stable identifiers and expected-answer records has been published.
No candidate run has frozen the product surface, model identifier, prompt, settings, tools, region, runtime, dependency versions, and hardware or service environment.
No completed run log records sample size, exclusions, failures, interventions, start date, end date, and the exact configuration used for every candidate.
No versioned scoring rubric and scoring implementation have been published with examples that another reviewer can reproduce.
No blind or independent human-review record signed by repository maintainers and security reviewers has resolved disagreements and critical-failure labels.
No inspectable input-to-output evidence bundle exposes failed, incomplete, excluded, and successful cases rather than only selected examples.

Open the original pages before relying on a time-sensitive product decision.