{"adoption": {"forks": 235, "observed_at": "2026-08-28T04:03:51.886329+00:00", "stars": 1173}, "canonical_url": "https://ross.abutalabs.com/products/groovy-geb", "card": {"archived": false, "artifact_type": "library", "description": "Apache Geb: Very Groovy Browser Automation", "domain": ["testing", "web-development", "developer-tools"], "enriched": true, "function": ["e2e-testing", "testing", "web-scraping"], "health_score": 78, "homepage": "https://groovy.apache.org/geb", "language": "Groovy", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["apache/groovy-geb"], "name": "apache/groovy-geb", "platform": ["jvm", "cross-platform"], "pushed_at": "2026-08-11T08:59:12+00:00", "repo": "apache/groovy-geb", "stars": 1173, "tags": ["browser-automation", "selenium", "webdriver", "page-object-model", "groovy", "spock", "screen-scraping", "acceptance-testing", "automation"], "topics": ["apache", "bdd-style-testing-framework", "browser-testing", "devtools", "e2e-testing", "end-to-end-testing", "functional-testing", "groovy", "java", "open-source", "selenium", "test", "test-automation", "testing-framework", "testing-library", "webdriver"], "urls": [], "use_cases": ["automate browser interactions in groovy", "write functional web tests with spock", "scrape web pages with a headless browser", "implement page object pattern tests", "run cross-browser end-to-end test suites", "script login flows and form submissions"], "what_it_is": "Apache Geb is a Groovy-based browser automation library built on WebDriver, combining jQuery-like content selection with Page Object modelling. It is used for web testing, screen scraping, and general browser automation, integrating with test frameworks like Spock, JUnit, and TestNG.", "when_to_avoid": ["you need a non-JVM stack like Python or JavaScript", "you want a record-and-playback tool rather than code-based tests", "your team is not comfortable with the Groovy language"], "when_to_choose": ["your team works on the JVM with Groovy or Java", "you want expressive jQuery-style selectors with WebDriver", "you need Page Object modelling for maintainable web tests", "you want one tool for both scraping and acceptance testing"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/groovy-geb", "repo": "apache/groovy-geb", "role": "main", "score": 76}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:51.886329+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:28:21.583487+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dd913666afb60e86887c2e1e07f48cb06d3d504b1a416e13d9daa2a25011b5d9", "fetched_at": "2026-08-28T04:03:51.886329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/apache/groovy-geb"}, {"content_hash": "a8078f796b45aa326d77df3c1b21a366a65f7ee723dc58897b1a7c9e4ac06c5b", "fetched_at": "2026-08-29T12:33:34.286828+00:00", "kind": "homepage", "missing": false, "url": "https://groovy.apache.org/geb"}, {"content_hash": "0d254b209e46fda0775bad60d6a31f8a8a8da8c62dbd4000d517a27e9d75cfc9", "fetched_at": "2026-08-29T12:33:34.294167+00:00", "kind": "site_page", "missing": false, "url": "https://groovy.apache.org/geb/manual/current"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 97, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5874, "days_push": 22, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 76, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}