{"adoption": {"forks": 91, "observed_at": "2026-08-28T04:03:33.327364+00:00", "stars": 1092}, "canonical_url": "https://ross.abutalabs.com/products/open-data-contract-standard", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Home of the Open Data Contract Standard (ODCS).", "domain": ["apis", "documentation", "developer-tools"], "enriched": true, "function": ["documentation", "yaml", "data-science"], "health_score": 95, "homepage": "https://bitol-io.github.io/open-data-contract-standard/", "language": "Shell", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["bitol-io/open-data-contract-standard"], "name": "bitol-io/open-data-contract-standard", "platform": ["cross-platform"], "pushed_at": "2026-08-18T11:14:09+00:00", "repo": "bitol-io/open-data-contract-standard", "stars": 1092, "tags": ["data-contract", "open-standard", "data-mesh", "data-quality", "specification", "-schema", "data-engineering"], "topics": ["data", "data-contract", "data-contracts", "data-engineering", "data-mesh", "data-quality", "standard"], "urls": [], "use_cases": ["define a data contract between data producer and consumers", "validate data contract YAML files with a JSON schema in my IDE", "standardize data quality expectations and SLAs across teams", "adopt a common format for data mesh data products", "document dataset schemas, pricing, and support channels", "learn how to write data contracts"], "what_it_is": "The Open Data Contract Standard (ODCS) is an open specification defining the structure of data contracts between data producers and consumers, covering schema, data quality, SLAs, pricing, and roles. It provides documentation, examples, and a JSON Schema for validating data contract files written in YAML.", "when_to_avoid": ["you need executable tooling to enforce contracts rather than a specification", "your organization already mandates a different data contract framework", "you want a runtime data quality monitoring solution"], "when_to_choose": ["you need a vendor-neutral, open standard for describing data contracts", "you are implementing data mesh or data product practices", "you want IDE validation of data contract definitions via JSON Schema", "you need a shared agreement format covering schema, quality, and SLAs"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/open-data-contract-standard", "repo": "bitol-io/open-data-contract-standard", "role": "main", "score": 78}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:33.327364+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:49:01.324973+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f572410cf6a29f8242d348e949ca52b91fa6feffe61e5ffdd1d68b11d0eaea4", "fetched_at": "2026-08-28T04:03:33.327364+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bitol-io/open-data-contract-standard"}, {"content_hash": "36c6c3c2e4f9f7e35fb7fea86ea9bfd1cf7fe7061016698b1a017ae1cc7f4a36", "fetched_at": "2026-08-29T12:50:50.013706+00:00", "kind": "homepage", "missing": false, "url": "https://bitol-io.github.io/open-data-contract-standard/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 83, "rhythm": 48}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1163, "days_push": 15, "days_rel": 269, "gap_med": 82, "n_releases_24m": 4}, "score": 78, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}