{"adoption": {"forks": 37808, "observed_at": "2026-08-28T04:03:53.999574+00:00", "stars": 1181}, "canonical_url": "https://ross.abutalabs.com/products/swot", "card": {"archived": true, "artifact_type": "library", "description": "Archived — SWOT delighted millions of students with GitHub discounts and saved bazillions of review hours. Follow JetBrains/swot  for future updates.", "domain": ["education", "developer-tools"], "enriched": true, "function": ["form-handling", "developer-tools"], "health_score": 10, "homepage": null, "language": "Ruby", "license": "MIT", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["leereilly/swot"], "name": "leereilly/swot", "platform": ["ruby"], "pushed_at": "2025-09-13T20:17:03+00:00", "repo": "leereilly/swot", "stars": 1181, "tags": ["academic-verification", "email-validation", "domain-verification", "student-discounts", "archived"], "topics": ["ruby", "academia", "education", "github"], "urls": [], "use_cases": ["verify student email addresses for academic discounts", "check if a domain belongs to a university", "automate eligibility checks for education pricing", "validate .edu and international academic domains", "detect academic email domains without a TLD-specific suffix"], "what_it_is": "Swot is a Ruby library for verifying that email addresses and domain names belong to legitimate academic institutions, using a crowdsourced dataset. It was the backbone of GitHub Education's student verification and is now archived in favor of JetBrains/swot.", "when_to_avoid": ["you're starting a new project - use the actively maintained JetBrains/swot fork instead", "you need a non-Ruby implementation without porting", "you need guaranteed up-to-date academic domain data"], "when_to_choose": ["you need to verify academic email addresses in a Ruby application", "you want a crowdsourced dataset of academic domains worldwide", "you're maintaining legacy code that already uses swot"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/swot", "repo": "leereilly/swot", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:53.999574+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:25:12.085313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9c33a0181640b71c9c16e426fd0e9e92ba231ad32093f4dec10b41f092336b5b", "fetched_at": "2026-08-28T04:03:53.999574+00:00", "kind": "readme", "missing": false, "url": "https://github.com/leereilly/swot"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 41, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["archived"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5328, "days_push": 354, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}