{"adoption": {"forks": 743, "observed_at": "2026-08-28T04:06:55.050774+00:00", "stars": 2476}, "canonical_url": "https://ross.abutalabs.com/products/opencog", "card": {"archived": false, "artifact_type": "framework", "description": "A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)", "domain": ["artificial-intelligence", "robotics", "chatbots"], "enriched": true, "function": ["machine-learning", "nlp", "chatbot", "agent-framework", "robotics"], "health_score": 43, "homepage": "http://wiki.opencog.org/w/Development", "language": "Scheme", "license": "NOASSERTION", "license_family": "other", "maturity": "abandoned", "member_repos": ["opencog/opencog"], "name": "opencog/opencog", "platform": ["cpp", "python"], "pushed_at": "2025-08-26T11:35:50+00:00", "repo": "opencog/opencog", "stars": 2476, "tags": ["agi", "atomspace", "scheme", "cognitive-architecture", "unsupervised-learning", "humanoid-robots", "deprecated", "natural-language-processing", "linux"], "topics": ["agi", "natural-language", "natural-language-inference", "natural-language-understanding", "robotics", "robot-controller", "learning", "learning-algorithm", "unsupervised-learning", "unsupervised-machine-learning", "unsupervised-learning-algorithms"], "urls": [], "use_cases": ["research integrated AI and AGI architectures", "build natural language chatbots with reasoning", "control humanoid robot behavior and action selection", "experiment with unsupervised learning algorithms", "explore common-sense reasoning systems", "study embodied AI agents in simulated environments"], "what_it_is": "OpenCog is a framework for integrated artificial intelligence and artificial general intelligence (AGI) research, combining natural language processing, chatbots, reasoning, learning algorithms, and robot motor control. The repository is now obsolete and unmaintained, with its active components split into separate repos like atomspace and cogserver.", "when_to_avoid": ["building any new production or research system - the repo is explicitly obsolete", "needing working builds or passing tests - many fail or won't compile", "wanting maintained NLP, chatbot, or robotics AI components - use the split-off repos instead"], "when_to_choose": ["studying the history or design of AGI cognitive architectures", "exploring archived AI integration research code", "following links to the actively maintained successor repos like atomspace"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/opencog", "repo": "opencog/opencog", "role": "main", "score": 40}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:55.050774+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:28:22.002513+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd68867190cdf7631502a71f5eff07864437c3ff87bf1d6f91c5b8060838b158", "fetched_at": "2026-08-28T04:06:55.050774+00:00", "kind": "readme", "missing": false, "url": "https://github.com/opencog/opencog"}, {"content_hash": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "fetched_at": "2026-08-29T10:10:18.889272+00:00", "kind": "homepage", "missing": false, "url": "http://wiki.opencog.org/w/Development"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 38, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5061, "days_push": 372, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 40, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}