{"adoption": {"forks": 205, "observed_at": "2026-08-28T04:04:44.321094+00:00", "stars": 1441}, "canonical_url": "https://ross.abutalabs.com/products/textworld", "card": {"archived": false, "artifact_type": "library", "description": "​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.", "domain": ["reinforcement-learning", "artificial-intelligence"], "enriched": true, "function": ["reinforcement-learning", "game-engine", "simulation", "nlp"], "health_score": 76, "homepage": null, "language": "Jupyter Notebook", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["microsoft/TextWorld"], "name": "microsoft/TextWorld", "platform": ["python"], "pushed_at": "2026-01-30T19:15:32+00:00", "repo": "microsoft/TextWorld", "stars": 1441, "tags": ["text-based-games", "rl-environment", "gym-environment", "game-generator", "sandbox", "game-development", "natural-language-processing", "linux", "macos", "docker"], "topics": ["text-based-game", "reinforcement-learning", "text-based-adventure"], "urls": [], "use_cases": ["train reinforcement learning agents on text-based games", "generate text adventure games programmatically", "benchmark RL agents on text environments", "research NLP and RL in interactive fiction settings", "visualize game states for text-based environments"], "what_it_is": "TextWorld is a Python library from Microsoft that generates text-based adventure games and provides a sandbox learning environment for training and evaluating reinforcement learning agents. It supports game state visualization and integrates with standard RL workflows.", "when_to_avoid": ["you need native Windows support without Docker", "you want graphical (non-text) game environments", "you need a production game engine rather than a research tool"], "when_to_choose": ["you need a reproducible sandbox of text games for RL research", "you want procedurally generated text adventures with controllable difficulty", "you work in Python on Linux or macOS"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/textworld", "repo": "microsoft/TextWorld", "role": "main", "score": 62}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.321094+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:36:28.774233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "59e3ca5e57633f56bdf6a76b9e6647696e294d5cd33281e0a4e11f4f1a96b9c3", "fetched_at": "2026-08-28T04:04:44.321094+00:00", "kind": "readme", "missing": false, "url": "https://github.com/microsoft/TextWorld"}, {"content_hash": "c17af3a7e457156c5beac5bf408d02fd1f410b93b75236b6972f08ec68a5122a", "fetched_at": "2026-08-29T11:46:40.422325+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/textworld/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 65, "longevity": 100, "rhythm": 36}, "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": 2990, "days_push": 215, "days_rel": 215, "gap_med": null, "n_releases_24m": 1}, "score": 62, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}