{"adoption": {"forks": 204, "observed_at": "2026-08-28T04:04:35.560295+00:00", "stars": 1391}, "canonical_url": "https://ross.abutalabs.com/products/easy-learn-ai", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Easy-to-understand AI learning resources for beginners.", "domain": ["artificial-intelligence", "large-language-models", "tutorials", "education", "awesome-lists"], "enriched": true, "function": ["documentation", "search-engine", "data-visualization"], "health_score": 75, "homepage": "https://mmh1.top/", "language": "HTML", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["ConardLi/easy-learn-ai"], "name": "ConardLi/easy-learn-ai", "platform": ["cross-platform"], "pushed_at": "2026-07-12T14:55:32+00:00", "repo": "ConardLi/easy-learn-ai", "stars": 1391, "tags": ["ai-learning", "knowledge-base", "llm-concepts", "prompt-engineering", "chinese-content", "static-site", "beginner-friendly", "web-server"], "topics": [], "urls": [], "use_cases": ["learn AI concepts like transformers and attention from scratch", "understand what tokens and LLMs are as a beginner", "find and analyze well-crafted AI prompts with explanations", "compare mainstream large language models and their parameters", "track daily AI industry news and updates", "find structured AI tutorials and learning paths", "understand AI evaluation benchmarks and model capability limits"], "what_it_is": "Easy AI is an editorially curated knowledge website that explains AI concepts, catalogs large language models, benchmarks, prompts, tutorials, and daily industry news for beginners. It is built as a static site (HTML) with interactive pages for learning concepts like Transformers, attention mechanisms, and prompt engineering.", "when_to_avoid": ["you need hands-on code, notebooks, or runnable training examples", "you need English-only resources", "you need a formal course with certifications or exercises", "you need up-to-the-minute research papers rather than curated explainers"], "when_to_choose": ["you are a beginner wanting plain-language explanations of AI/LLM concepts", "you want a curated, editorially organized AI learning portal rather than a raw link dump", "you want to study prompt examples with translations and analysis", "you prefer Chinese-language AI learning material"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/easy-learn-ai", "repo": "ConardLi/easy-learn-ai", "role": "main", "score": 60}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:35.560295+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:39:34.839538+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "745fba9284a7e6883ffb657d526ad8cd65f08ce10f98be7e656858a390125388", "fetched_at": "2026-08-28T04:04:35.560295+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ConardLi/easy-learn-ai"}, {"content_hash": "223e906ce2709a2cc6cb9c3d5ed57c331f7562bee9065c19c8da9aedcf084e5a", "fetched_at": "2026-08-29T11:54:32.078773+00:00", "kind": "homepage", "missing": false, "url": "https://mmh1.top/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 92, "longevity": 31, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 446, "days_push": 52, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 60, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}