在现代软件开发中，测试的效率和准确性是保证产品质量的关键。然而，许多开发团队在进行本地和持续集成（CI）检查时，面临着测试速度慢和准确性不足的问题。这种情况不仅影响了开发进度，还可能导致产品质量下降。因此，开发一个优化L2测试和工具的解决方案显得尤为重要。 该解决方案可以通过Chrome扩展的形式实现，旨在为开发者提供一个快速的优化路径。用户可以通过该扩展实时监控测试执行的速度和准确性，并获得针对性的优化建议。通过集成智能算法，系统能够自动识别瓶颈并提供相应的解决方案，从而帮助团队提高测试效率。 为了快速推出MVP，建议首先开发一个基本的Chrome扩展，提供核心的测试优化功能，并在用户使用过程中收集反馈，逐步完善产品。通过不断迭代，最终形成一个全面的L2测试工具优化平台，帮助开发者提升工作效率。
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用户原话
[L2] Local and CI checks lack a measured fast optimization path ## Incident The current optimization goal is to make tests, CI, and agent-run local checks faster and more correct. Starting from the live repo showed related but scattered tickets for hook speed, Bun evaluation, and full npm test failures, but no single ticket tying this work to measured local/CI check latency and an incremental optimization loop. ## Problem space Agent productivity depends on checks that are fast enough to run frequently and trustworthy enough to gate merges. When local and CI checks are not measured, stratified, and optimized as a system, agents either run broad slow gates too often or skip useful checks because the feedback loop is too expensive. ## Directional guess L2 testing/tooling optimization —
intent: L2 testing/tooling optimization