{"adoption": {"forks": 1118, "observed_at": "2026-08-28T04:10:37.529706+00:00", "stars": 9860}, "canonical_url": "https://ross.abutalabs.com/products/sqlfluff", "card": {"archived": false, "artifact_type": "cli-tool", "description": "A modular SQL linter and auto-formatter with support for multiple dialects and templated code.", "domain": ["developer-tools", "databases"], "enriched": true, "function": ["linter", "formatter", "parser", "cli"], "health_score": 100, "homepage": "https://www.sqlfluff.com", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["sqlfluff/sqlfluff"], "name": "sqlfluff/sqlfluff", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-08-26T00:37:46+00:00", "repo": "sqlfluff/sqlfluff", "stars": 9860, "tags": ["sql", "sql-linter", "sql-formatter", "dbt", "jinja-templating", "sql-dialects", "auto-fix", "elt", "data-engineering", "command-line", "docker"], "topics": ["sql-linter", "pypi", "hacktoberfest", "sql"], "urls": [], "use_cases": ["lint sql files for style and syntax errors", "auto-format sql queries consistently across a team", "lint dbt models with jinja templating", "enforce sql style rules in ci pipelines", "check sql syntax for a specific dialect like snowflake or bigquery without a database", "fix sql indentation and keyword casing automatically"], "what_it_is": "SQLFluff is a dialect-flexible, configurable SQL linter and auto-formatter for Python. It supports many SQL dialects (BigQuery, Snowflake, Postgres, etc.), Jinja templating and dbt, and can auto-fix most linting errors.", "when_to_avoid": ["you need a full SQL parser or query engine rather than a linter", "you need runtime SQL validation against a live database", "your SQL dialect is unsupported or heavily non-standard"], "when_to_choose": ["you need a configurable SQL linter supporting many dialects and templated code", "your team wants automated SQL formatting and style enforcement in CI", "you work with dbt or Jinja-templated SQL in ELT workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sqlfluff", "repo": "sqlfluff/sqlfluff", "role": "main", "score": 98}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:37.529706+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:20:53.132962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bb200052bff3c357db30e566bc02db70e537cc72b583247b9148e27a1359f221", "fetched_at": "2026-08-28T04:10:37.529706+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sqlfluff/sqlfluff"}, {"content_hash": "6daa0c40bdc59ea284c383df49adce642cd4c3339fb4f8a3dfb88dd12cb3a256", "fetched_at": "2026-08-29T08:20:17.862245+00:00", "kind": "homepage", "missing": false, "url": "https://www.sqlfluff.com"}, {"content_hash": "20bcf27f4a3aec85922d1d72fbe6c4c6d66abe81dbcff57ed13d645f9282da4e", "fetched_at": "2026-08-29T08:20:17.871619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sqlfluff.com"}, {"content_hash": "4adfb6508157d4655546cf120ff51eceb8676e6ec1aa7229bba36b40cf62c2b3", "fetched_at": "2026-08-29T08:20:17.873927+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sqlfluff/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 96}, "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": 2862, "days_push": 8, "days_rel": 26, "gap_med": 21.5, "n_releases_24m": 23}, "score": 98, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}