{"repo":"rollinsio/beyond-test-coverage","free":true,"listed":false,"github":"https://github.com/rollinsio/beyond-test-coverage","clone":"git clone https://github.com/rollinsio/beyond-test-coverage.git","description":"Benchmark for the quality of LLM-generated test suites — anti-fragility, rigor, mocking discipline, reuse — scored against human baselines, not coverage. Python, JS/TS, Go.","language":"Python","stars":51,"topics":["benchmark","claude","code-quality","llm","mocha","pytest","test-generation","testing","vitest"],"license":"MIT","category":"dev-tools","readme_excerpt":"beyond-test-coverage A Claude Code skill that hardens test quality , not coverage — packaged with the cross-language benchmark that built and validated it. The skill ( test-quality ) audits, hardens, or generates unit tests against a multi-axis quality scorecard. Everything else in this repo is the experiment that derived that scorecard and proved the approach beats human-written suites across nine libraries in three languages. Install it → Are LLM-generated tests better than human-written tests? We need to put numbers to it. Code coverage is a vanity metric. 100%-covered suites are routinely brittle, over-mocked, and noisy; coverage tells you a line ran , not that a test would catch the regression that breaks it . beyond-test-coverage measures the thing coverage can't: test quality . Point it at a repository and it regenerates the test suite from the source through a read → build → evaluate loop, optimizing for the qualities that make a suite actually load-bearing: - Anti-fragility — tests that survive a benign refactor. No asserting on error-message substrings , no recomputing the expected value with the same code under test, no reaching into private internals, no -joined \"passes if any of these\" assertions. - Rigor — assert against known-good fixed values (precomputed vectors, inline snapshots), cover the boundaries, and exercise real behavior end-to-end rather than re-deriving it. - Mocking discipline — zero hand-rolled mocks of the unit under test. Drive the real thing t","default_branch":null,"files":null,"tree":[],"storefront":"/r/rollinsio","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rollinsio/beyond-test-coverage/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}