{"adoption": {"forks": 212, "observed_at": "2026-08-28T04:04:36.834481+00:00", "stars": 1398}, "canonical_url": "https://ross.abutalabs.com/products/torchcraft", "card": {"archived": true, "artifact_type": "library", "description": "Connecting Torch to StarCraft", "domain": ["reinforcement-learning", "machine-learning", "artificial-intelligence"], "enriched": true, "function": ["reinforcement-learning", "machine-learning", "simulation", "sdk"], "health_score": 10, "homepage": null, "language": "C++", "license": "NOASSERTION", "license_family": "other", "maturity": "maintenance", "member_repos": ["TorchCraft/TorchCraft"], "name": "TorchCraft/TorchCraft", "platform": ["windows", "cpp", "python", "lua"], "pushed_at": "2021-08-30T19:19:38+00:00", "repo": "TorchCraft/TorchCraft", "stars": 1398, "tags": ["starcraft", "bwapi", "torch", "zmq", "real-time-strategy", "game-ai", "research", "game-development", "linux"], "topics": ["starcraft", "torchcraft", "bwapi", "torch", "reinforcement-learning", "deep-learning", "machine-learning"], "urls": [], "use_cases": ["train reinforcement learning agents on StarCraft: Brood War", "parse StarCraft game state for machine learning research", "control StarCraft bots from Python or Lua", "run real-time strategy game experiments with BWAPI", "research deep learning on RTS games"], "what_it_is": "TorchCraft is a bridge library connecting the Torch machine learning framework to StarCraft: Brood War via a BWAPI module that streams game state over ZMQ. It enables machine learning and reinforcement learning research on real-time strategy games from C++, Python, or Lua clients.", "when_to_avoid": ["you want to work with StarCraft II instead of Brood War", "you use PyTorch rather than the legacy Torch7 framework", "you need an actively maintained project - development has largely stopped"], "when_to_choose": ["you need a programmatic interface to StarCraft: Brood War for RL research", "you want to use Torch/Lua or Python clients against a BWAPI game server", "you need OpenBW or WINE-based headless StarCraft setups for experiments"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/torchcraft", "repo": "TorchCraft/TorchCraft", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.834481+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:39:12.642104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6dc46a86fd26f5560877efea1f31efb15e62043d49a26243d940d8220027914e", "fetched_at": "2026-08-28T04:04:36.834481+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TorchCraft/TorchCraft"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["archived", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3561, "days_push": 1829, "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}}