{"adoption": {"forks": 136, "observed_at": "2026-08-28T04:07:25.997174+00:00", "stars": 2869}, "canonical_url": "https://ross.abutalabs.com/products/cordiverse-paper", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A Programming Paradigm for Spatiotemporal Composability", "domain": ["programming-languages", "developer-tools"], "enriched": true, "function": ["plugin-system", "concurrency", "programming-language", "developer-tools"], "health_score": 80, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "experimental", "member_repos": ["cordiverse/paper"], "name": "cordiverse/paper", "platform": ["cross-platform"], "pushed_at": "2026-08-26T05:27:04+00:00", "repo": "cordiverse/paper", "stars": 2869, "tags": ["research-paper", "effects", "coeffects", "dynamic-composition", "meta-framework", "cordis", "preprint", "algorithms"], "topics": [], "urls": [], "use_cases": ["understand formal foundations of dynamic plugin composition", "learn about revertible effects and reactive coeffects", "research runtime effect tracking and dependency management", "build self-evolving agent harnesses with composable components", "cite work on the context paradigm for component systems"], "what_it_is": "A research paper repository presenting a programming paradigm for spatiotemporal composability, formalizing revertible effects and reactive coeffects for dynamic component composition. It accompanies Cordis, a meta-framework implementing these ideas with effect tracking, coeffect resolution, and a declarative component loader.", "when_to_avoid": ["you need a production-ready library rather than a paper draft", "you want stable, finalized results - the preprint is under active revision", "you need a license-cleared artifact for redistribution"], "when_to_choose": ["you need theoretical grounding for plugin or component system design", "you are researching effect systems and dynamic composition", "you want to follow or cite the Cordis meta-framework's formal underpinnings"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cordiverse-paper", "repo": "cordiverse/paper", "role": "main", "score": 57}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.997174+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:35:54.951216+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "52af6116b527d18192f1a9c9794e68a8ca8d4a1c9af231d01804d80607f5da36", "fetched_at": "2026-08-28T04:07:25.997174+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cordiverse/paper"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 1, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "young", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 20, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 57, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}