{"adoption": {"forks": 1550, "observed_at": "2026-08-28T04:11:16.878161+00:00", "stars": 16633}, "canonical_url": "https://ross.abutalabs.com/products/a-programmers-guide-to-english", "card": {"archived": false, "artifact_type": "learning-resource", "description": "专为程序员编写的英语学习指南 v1.2。在线版本请点 ->", "domain": ["education", "tutorials"], "enriched": true, "function": ["documentation"], "health_score": 20, "homepage": "https://a-programmers-guide-to-english.harryyu.me/", "language": null, "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["yujiangshui/A-Programmers-Guide-to-English"], "name": "yujiangshui/A-Programmers-Guide-to-English", "platform": [], "pushed_at": "2023-01-28T07:48:04+00:00", "repo": "yujiangshui/A-Programmers-Guide-to-English", "stars": 16633, "tags": ["english-learning", "guide", "language-learning", "programmers", "self-study", "localization", "web"], "topics": ["english", "english-learning"], "urls": [], "use_cases": ["learn english as a programmer", "how to study english from scratch", "prepare for ielts or pte exam", "find effective english learning methods", "understand how language learning works", "build a personal english study plan"], "what_it_is": "A free online guide to learning English written specifically for programmers, based on the author's journey from a low test score to IELTS 6.5 equivalent. It explains the fundamentals of language acquisition and derives training methods using programmer-friendly analogies.", "when_to_avoid": ["you want quick results like 'fluent in 21 days' or cram shortcuts", "you need interactive lessons, exercises, or audio content rather than a text guide", "you are already fluent and only need advanced specialized vocabulary"], "when_to_choose": ["you are a programmer or technical person wanting to genuinely master English over months", "you are a beginner or weak at English and tired of generic quick-fix advice", "you want a principled framework to design your own study methods and evaluate learning materials"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/a-programmers-guide-to-english", "repo": "yujiangshui/A-Programmers-Guide-to-English", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:16.878161+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:04:50.055470+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5e98298184976d43c6fc08523976e94a26a566d3d357cecf556c4b560510f044", "fetched_at": "2026-08-28T04:11:16.878161+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yujiangshui/A-Programmers-Guide-to-English"}, {"content_hash": "4191a5a394ce8796cd884a6a4d2db9f58dff55bb7f5972d21742283d9729e93a", "fetched_at": "2026-08-29T08:02:20.264013+00:00", "kind": "homepage", "missing": false, "url": "https://a-programmers-guide-to-english.harryyu.me/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2966, "days_push": 1313, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}