{"adoption": {"forks": 185, "observed_at": "2026-08-28T04:06:04.384358+00:00", "stars": 2001}, "canonical_url": "https://ross.abutalabs.com/products/dynamodb-toolbox", "card": {"archived": false, "artifact_type": "library", "description": "Lightweight and type-safe query builder for DynamoDB and TypeScript", "domain": ["databases", "developer-tools", "web-development", "backend"], "enriched": true, "function": ["database-driver", "orm", "serialization", "type-system"], "health_score": 100, "homepage": "https://www.dynamodbtoolbox.com/", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["dynamodb-toolbox/dynamodb-toolbox"], "name": "dynamodb-toolbox/dynamodb-toolbox", "platform": ["serverless", "cloud"], "pushed_at": "2026-08-25T22:36:51+00:00", "repo": "dynamodb-toolbox/dynamodb-toolbox", "stars": 2001, "tags": ["dynamodb", "query-builder", "single-table-design", "schema-validation", "zod", "json-schema", "aws-sdk", "nosql", "nodejs", "typescript"], "topics": ["dynamodb", "serverless", "aws", "nosql", "typescript"], "urls": [], "use_cases": ["build type-safe DynamoDB queries in TypeScript", "validate items pushed to and fetched from DynamoDB against schemas", "implement single-table design patterns in DynamoDB", "replace the awkward AWS Document Client with a friendlier API", "share schemas between Zod, JSON Schema, and DynamoDB", "keep serverless bundle sizes small with a tree-shakable DynamoDB library"], "what_it_is": "DynamoDB-Toolbox is a lightweight, type-safe query builder and abstraction layer over the AWS DynamoDB Document Client for TypeScript. It provides rich schema definitions with validation, defaults, and portability to Zod/JSON Schema, with strong support for single-table designs.", "when_to_avoid": ["you use a relational or non-AWS database", "you want a full ORM with migrations and joins rather than a query builder", "your project doesn't use TypeScript and you don't need type safety"], "when_to_choose": ["you use DynamoDB with TypeScript and want end-to-end type safety", "you need schema validation and defaults for DynamoDB items", "you're building serverless applications on AWS with DynamoDB", "you query multiple entities from a single DynamoDB table"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/dynamodb-toolbox", "repo": "dynamodb-toolbox/dynamodb-toolbox", "role": "main", "score": 95}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:04.384358+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:02:06.116272+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f806afc0689292e32e66aac487530157c4a9f193dcbe62c801f62a188c865d52", "fetched_at": "2026-08-28T04:06:04.384358+00:00", "kind": "readme", "missing": false, "url": "https://github.com/dynamodb-toolbox/dynamodb-toolbox"}, {"content_hash": "5f749a29ced6c2e0a9235cd2e11a8bdf0ff5172cfa8e613b37ae098e4d1debf1", "fetched_at": "2026-08-29T10:42:02.736349+00:00", "kind": "homepage", "missing": false, "url": "https://www.dynamodbtoolbox.com/"}, {"content_hash": "569b65757e5cbc09fb7270487162417d2149a942551da1b4d1baae07cb5b0b1a", "fetched_at": "2026-08-29T10:42:02.745341+00:00", "kind": "site_page", "missing": false, "url": "https://www.dynamodbtoolbox.com/docs/getting-started/overview"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 86}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2474, "days_push": 8, "days_rel": 15, "gap_med": 2.0, "n_releases_24m": 91}, "score": 95, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}