{"adoption": {"forks": 37, "observed_at": "2026-08-28T04:04:24.860542+00:00", "stars": 1336}, "canonical_url": "https://ross.abutalabs.com/products/awesome-wam", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A curated, continuously updated reading list, paper blogs, and resources for World Action Models (WAMs) in embodied AI.", "domain": ["artificial-intelligence", "robotics", "machine-learning", "tutorials", "awesome-lists"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 80, "homepage": null, "language": "HTML", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["OpenMOSS/Awesome-WAM"], "name": "OpenMOSS/Awesome-WAM", "platform": [], "pushed_at": "2026-08-26T06:09:02+00:00", "repo": "OpenMOSS/Awesome-WAM", "stars": 1336, "tags": ["awesome-list", "world-action-models", "embodied-ai", "survey", "reading-list", "world-models", "vla", "paper-summaries", "web-server"], "topics": [], "urls": [], "use_cases": ["find papers on world action models", "learn about embodied AI world models", "get a survey of WAM architectures", "track new research on VLA and world models", "find benchmarks for embodied AI models", "read structured summaries of robotics AI papers"], "what_it_is": "A curated, continuously updated reading list and survey resource for World Action Models (WAMs) in embodied AI, accompanying a systematic survey paper. It includes paper summaries, blogs, benchmarks, and a leaderboard for the field.", "when_to_avoid": ["you need runnable code or a software library rather than a reading list", "you need a mature, finalized reference rather than a continuously evolving resource"], "when_to_choose": ["you need a curated, up-to-date overview of World Action Models research", "you want structured summaries and blogs to quickly understand papers", "you are surveying embodied AI, world models, or VLA learning"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-wam", "repo": "OpenMOSS/Awesome-WAM", "role": "main", "score": 59}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:24.860542+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:44:06.654116+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6a507e6eb70ed674644f39692e05a8004a9b550bc514183f41c43a6e80ddf374", "fetched_at": "2026-08-28T04:04:24.860542+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenMOSS/Awesome-WAM"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 9, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 139, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 59, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}