database to the fully-qualified personal database (`USER$\u003cusername>`) when the connection carries a username.\n- The CLI needs the full name for validation queries (`SHOW DATABASES LIKE ...`) and error messages; the server already accep\n[…]\n/api/test_fqn.py` — covers bare `USER snowflakedb/snowflake-cli — health index 83/100, Good — inspect.software , quoted `\"USER$\"`, already-qualified PDB (no double-expansion), and no-username (no expansion) cases.\n\nGitOrigin-RevId: 1e2fcfabe06b7ee05ca1f0ba3bd1b662b3cff38d", "is_bot": false, "headline": "feat: expand bare USER$ to caller's personal database in FQN (#68)", "author_name": "Myles Borins", "author_login": "sfc-gh-mborins", "committed_at": "2026-07-23T16:24:25Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "27d7694c8db6d694a53e9b564f773c600bdcca56", "body": "…jects (#106)\n\n* SNOW-3445886: add environment variable and secret support for DCM projects\n\n`snow dcm deploy/plan/preview/raw-analyze` now collect declared\n`templating.env_vars`/`templating.env_secrets` from the shell\nenvironment and forward them via `ENVIRONMENT (?)`, matching the\nserver-side supp\n[…]\n.\n\nCo-Authored-By: Claude Sonnet 5 \u003cnoreply@anthropic.com>\n\n* review fixes\n\n---------\n\nCo-authored-by: Claude Sonnet 5 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 174c53bfa4a69c59053114e745113b00e5f68903", "is_bot": false, "headline": "SNOW-3445886: add environment variable and secret support for DCM pro…", "author_name": "Greg Jachimko", "author_login": "sfc-gh-gjachimko", "committed_at": "2026-07-23T15:53:21Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "8e5675061b3e7a26448f26c2a5727015b52bd9b2", "body": "GitOrigin-RevId: 41f954a944cd36330cf82d5f7fbfe4322f535739", "is_bot": false, "headline": "Promote DCM to GA (#109)", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-07-23T14:58:46Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "3be8fcd60f583ff4590753806219d549099767c9", "body": "* Parallelize DCM stage upload\n\nUploading a DCM project's files to the temporary stage previously issued\none blocking PUT per directory, serially (StageManager.put_recursive).\nUpload wall-clock is dominated by per-PUT round-trip latency (GS query +\ncloud-storage handshake), not payload size, so proj\n[…]\nlds. DCM's parallel=1 is unaffected. Adds a regression test that fails if\nthe clamp is removed, and updates the docstring's \"hard cap\" claim.\n\nGitOrigin-RevId: d6b676ae4ae73ee8b9aaa05309479732074b44c9", "is_bot": false, "headline": "Parallelize DCM stage upload (#92)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-23T14:25:56Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "5d84cbd06f095326874106d8d9e01825316c835d", "body": "* `snow dcm plan` now supports the `--delta` flag\n\nThis option enables processing only of statements that have changed since the last deploy, plus statements potentially impacted by those changes.\n\nThe feature is no longer early-access, but it's PuPr as the whole DCM Projects feature.\n\nCo-Authored-B\n[…]\n enabled by setting:\n SNOWFLAKE_CLI_FEATURES_ENABLE_DCM_PLAN_DELTA=true\n\n---------\n\nCo-authored-by: Claude Sonnet 4.5 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 814b8b088230772f34d98d809473273c6524e9ce", "is_bot": false, "headline": "`snow dcm plan` now supports the `--delta` flag (#100)", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-07-23T13:21:27Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "941f4e4ed402ac5e3806a2b4fec55274d01ddebb", "body": "test_list_with_in_account_flag asserted exact set-equality between the\ndatabases returned by `object list database --limit 100 --in-account`\nand a separate `show databases in account limit 100` SQL query.\n\nOn the shared integration account these two calls race against the many\nconcurrent test runs c\n[…]\ninistically\n(observed: a concurrent DB present in the SQL result but not the CLI\nresult), unrelated to the code under test.\n\nRemove the test.\n\nGitOrigin-RevId: 36ddc0f32c24cc38f3421388cff3c7d3012af946", "is_bot": false, "headline": "Remove flaky test_list_with_in_account_flag integration test (#111)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-23T12:20:38Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "5fc146b97d644ae02866a498729963859c082312", "body": "GitOrigin-RevId: 14dc4005cee14259cd7d4962c027ea357ed8671c", "is_bot": false, "headline": "dcm changeset contains alter details (#103)", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-07-23T09:19:30Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "d997c5754aa06d968c0f4e8cbc2d9880b8881459", "body": "* Snowflake Apps: remove legacy SPCS service flows\n\nSnowflake apps are now always deployed as APPLICATION SERVICE objects, so\ndrop the runtime detection and backward-compatibility paths that fell back\nto plain SPCS SERVICE objects.\n\n- Remove SnowflakeAppManager.is_application_service, get_service_st\n[…]\ne note for legacy service removal\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 62367f5b61eba2137577c096df518178defa534e", "is_bot": false, "headline": "Snowflake Apps: remove legacy SPCS service flows (#89)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-17T21:46:53Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "57bb56f80a493022b2c67ca90aa23521541d3803", "body": "* ci: add non-blocking UD integration job to PR checks\n\nAdds a `ud-integration` job to test_integration.yaml that runs the same\nsteps as the manual ud-manual-tests.yaml workflow on every trusted PR.\nThe job uses `continue-on-error: true` so it is informational only and\ndoes not block merging.\n\nCo-Au\n[…]\n python tests\n\nCo-Authored-By: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 412108c4b8ebcb720f4249047a6bcb0098439ac4", "is_bot": false, "headline": "SNOW-3511547: add non-blocking UD integration job to PR checks (#81)", "author_name": "Tomasz Urbaszek", "author_login": "sfc-gh-turbaszek", "committed_at": "2026-07-17T13:50:25Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "1f7271110d3b126952c91188188e853be9fa00d3", "body": "GitOrigin-RevId: e4b71d6e033a5feec36aa7a525aed80c911fd0ca", "is_bot": false, "headline": "docs: update dbt deploy docs about --force flag", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-17T07:03:12Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "4c511090969f7e26c9a957098f986d3b30028b75", "body": "* Update release notes for 3.23.0\n\n* Bump dev version to 3.24.0\n\nGitOrigin-RevId: 1eb83d32b938d84eff5afc86a07012bb4296e251", "is_bot": false, "headline": "Bump release notes 3.23.0", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-16T11:19:32Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "39efeea964a57e3178d7b3216ef26552a3f91ee6", "body": "GitOrigin-RevId: f63fe79d8ff07c335cd9eae986fd666bd8c32331", "is_bot": false, "headline": "chore: upgrade snowflake-snowpark-python", "author_name": "Jakub Maciej Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-16T06:34:52Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "9dd4326170e6ac59c713042487bbddabcfa2a751", "body": "GitOrigin-RevId: 65be1af7157a7015ae8c9c54ddd43c286ddb0314", "is_bot": false, "headline": "chore: upgrade snowflake-connector-python", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-16T06:34:48Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "f1579cc3cf756842cd1a87033f5328b68148eadf", "body": "GitOrigin-RevId: 87cad16613cfa0cbef64a7e18ddff58b57252658", "is_bot": false, "headline": "docs: fix section about installing from homebrew", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-15T11:19:55Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "104ec1dba80f1ca0d3c4d5db4016ff6857232368", "body": "* chore: report fetch_app_service_defaults span under caller span\n\nPass the caller's span name into\nSnowflakeAppManager.fetch_app_service_defaults so the server-defaults\ntelemetry span is named after (and reported under) the command that\ntriggered it (e.g. snowflake_app.setup.resolve_defaults.fetch_\n[…]\ny command's spans, not just apps.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 6a69af2a3cd02b5745c573241c3dc616df0ecf7e", "is_bot": false, "headline": "Snowflake Apps: telemetry span improvements and span error codes (#61)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-14T17:54:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "6cfb24e9eb5477dfb81f82402d291f765370fe8b", "body": "* feat: context-aware help for `snow app`\n\nThe `snow app` command group serves two distinct app families -- Native\nApps and Snowflake App Runtime -- but `snow app --help` listed every\ncommand for both, making it noisy and hard to tell which commands apply\nto the current project.\n\nThis makes help con\n[…]\nean\" suggestions.\n\nCo-Authored-By: Claude Opus 4.7 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 2d92d8ed5608470fe0fcf2806238746fa77f5d3f", "is_bot": false, "headline": "feat: context-aware help for `snow app` (#67)", "author_name": "Myles Borins", "author_login": "sfc-gh-mborins", "committed_at": "2026-07-14T15:05:16Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "8a66cd8ce0ee2d98f866d19df567a74757970ddf", "body": "…schema tags\n\nGitOrigin-RevId: 9047f905ca4eb8fd78bb8f80067163ef61141450", "is_bot": false, "headline": "SNOW-3766285: Fix streamlit redeploy incorrectly UNSETting inherited …", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-14T09:09:56Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "4d12a9164bf890c5f22431361ad84155b1c1561c", "body": "…events (#57)\n\n* SNOW-3755161 spcs service events: return service- and instance-level events\n\n`snow spcs service events` now returns service-level and\nservice-instance-level platform events in addition to container-level\nevents. `--container-name` and `--instance-id` are optional filters:\nwith neith\n[…]\nored-By: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\nGitOrigin-RevId: 4284e581f018348cebf39d7d85c60142c8bb9c1d", "is_bot": false, "headline": "SNOW-3755161 spcs service events: return service- and instance-level …", "author_name": "Adarsh Nandanwar", "author_login": "sfc-gh-anandanwar", "committed_at": "2026-07-14T06:38:58Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "f216d101d3772abdef9845e31ec9e1eb3b12e1ca", "body": "Add a --watch flag to `snow app open` for Snowflake App Runtime projects.\nWith --watch the command no longer fails when the app service does not\nexist yet; it polls until the service is created and its endpoint is ready\nbefore opening (or printing) the URL. Waiting stops early with a clear\nerror if the service reports FAILED.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 6538c4107253860b88d667aee37d5b2e390fd833", "is_bot": false, "headline": "Snowflake Apps: add --watch to snow app open (#65)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-13T16:00:47Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "ebadbfdf47989551af8ef2b36b8249bb749595a2", "body": "…ce (#35)\n\n* SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml precedence\n\nWhen ENABLE_DBT_PROJECTS_PROFILES_FILE_PRECEDENCE is on, snow dbt deploy\nnow recognises `dbt_projects_profiles.yml` in the --profiles-dir directory\nas a higher-precedence alternative to profiles.yml. The winning f\n[…]\n\n project source, so both remain in the deployed object. The warning\n clarifies that dbt_projects_profiles.yml takes precedence at runtime.\n\nGitOrigin-RevId: 2ebc07ff0c82516f6bad51fe71fd9ef338a489f0", "is_bot": false, "headline": "SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml preceden…", "author_name": "Nishant Jain", "author_login": "sfc-gh-nijain", "committed_at": "2026-07-10T21:28:18Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "7a722a9c1af8d364ac862b73f5afe49791fb10e1", "body": "* fix: try to warm up spcs services upfront\n\n* fix: use snowflake_session lazily\n\nGitOrigin-RevId: eb8f8c47450b4da10964eef16a5454333e69eacb", "is_bot": false, "headline": "fix: try to warm up spcs services upfront (#63)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-10T13:22:21Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "312eb436af0a236e11129325ec3676e24a6a2df9", "body": "…#56)\n\nsnow app deploy recreated the code stage by unconditionally dropping it\nbefore create so uploads always start empty. On a first deploy there is\nnothing to clear, yet the DROP still demanded OWNERSHIP the deploying\nrole need not hold. Gate the drop behind a new SnowflakeAppManager.\nstage_exist\n[…]\nn deploy, while existing stages are still dropped and\nrecreated to guarantee an empty upload.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\nGitOrigin-RevId: 5e8aece12632dbf7fe1725f284fedd65ed67fa82", "is_bot": false, "headline": "Snowflake Apps: drop code stage before recreate only when it exists (…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-08T20:48:24Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "af5b74bb3a14f4940248a2427ed262edc9b034e1", "body": "* Update release notes for 3.22.0\n\n* Bump dev version to 3.23.0\n\nGitOrigin-RevId: eb02c9ebe88dfbe4e7333ed7558b0a90b4a6b694", "is_bot": false, "headline": "Bump release notes 3.22.0 (#51)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-07T13:14:56Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "f7073ee315fd2f01c26fbe33df076a7e745439cf", "body": "GitOrigin-RevId: 7bab71e18695eec9c59a01741f840da062d33ad4", "is_bot": false, "headline": "Add E2E PR reviewer eval test cases (#43)", "author_name": "Kamil Olszewski", "author_login": "sfc-gh-kolszewski", "committed_at": "2026-07-07T10:02:35Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "de66f1962f237b51706cb30131469bf1c06c2870", "body": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)\"\n\nThis reverts commit 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa.\n\nGitOrigin-RevId: 9fa10ac3f5fc2c4ef81cf5bdb45265e027027b5c", "is_bot": false, "headline": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\" (#50)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-07T08:56:45Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a7b4372630e2f252d1605ab2240734682e8b505c", "body": "feat: align permission checking with Python connector semantics\nGitOrigin-RevId: 1782dd32e5aef3e9ea78b2da8481d4983a86d5d0", "is_bot": false, "headline": "Jw/snow 3718035 spcs permission bypass (#45)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T14:56:44Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a5d9529834999155583d207694a5b6e5e199c6db", "body": "GitOrigin-RevId: c91b82acaae2d6e8719cf73e6564543089edf9d9", "is_bot": false, "headline": "NO-SNOW improve workflow for internal development", "author_name": "Przemek Rafalski", "author_login": "sfc-gh-prafalski", "committed_at": "2026-07-06T13:41:28Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "57a1a2aa8358c7e78f5571652d2d0a4837218bb7", "body": "* chore: skip running tests when ony .ai/review gets modified\n\n* Update changes.yaml\n\nGitOrigin-RevId: 4e299d4cdc71de2d9655394242257afa67a99c0a", "is_bot": false, "headline": "chore: skip running tests when ony .ai/review gets modified (#46)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:25Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "61fd26732c254bb2ca10ac24c917bf5b0916361f", "body": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\n\nGitOrigin-RevId: 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa", "is_bot": false, "headline": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:22Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "960a24e82fced105fdcfa3dedf12047db8ad5c1a", "body": "…indows-unicode-output\n\nSnowflake Apps: fix UnicodeEncodeError crashing app events and setup --dry-run on Windows\n\nGitOrigin-RevId: d81aeab979c3bf53788ff87aaeea34806a37c821", "is_bot": false, "headline": "Merge pull request #41 from snowflake-eng/gbloom/snowflake-apps-fix-w…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:41:19Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "d197109f61ff3c7797618d5b534ec5e86a118ec4", "body": "…created-stage-after-build\n\nSnowflake Apps: drop the code stage after the build completes\n\nGitOrigin-RevId: 8a8bb7d2d537768987eabe83d85b8387cd71a225", "is_bot": false, "headline": "Merge pull request #34 from snowflake-eng/gbloom/snowflake-apps-drop-…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:41:17Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "1ca1e095a9c6376e3722577709c288f964b6491c", "body": "* feat: initial ruleset\n\n* feat: autogenerated tests\n\n* feat: improve review rule tests\n\nGitOrigin-RevId: a845a17d166d55b0ab88bbbc16ac3df11fba1e08", "is_bot": false, "headline": "Jw/snow 3740721 arcticowl initial setup (#37)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:14Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "75d1da607a589f2a8e4f17c494a9cb8571029944", "body": "…er-template\n\nExclude cookiecutter plugin template from Ruff\n\nGitOrigin-RevId: f205f09b7393b16cdc05ebc56d2a827416b4406d", "is_bot": false, "headline": "Merge pull request #28 from snowflake-eng/fix/ruff-exclude-cookiecutt…", "author_name": "Jan Bilek", "author_login": "sfc-gh-jbilek", "committed_at": "2026-07-06T13:41:11Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "ada5227a1cd582529b25e624ee35bb0b67b542d1", "body": "GitOrigin-RevId: 80f5a402b9908397dcf6c8789d2c8e62baa4317f", "is_bot": false, "headline": "feat(dcm): handle issues in raw-analyze (#30)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:08Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "741c739d96ec64b03e81d25038a90d64e9dea965", "body": "…pplication-service-defaults\n\nSnowflake Apps: Use system function to fetch defaults\n\nGitOrigin-RevId: 68eec565428d533175d4414588be0a5a9c94ac6c", "is_bot": false, "headline": "Merge pull request #21 from snowflake-eng/gbloom/snowflake-apps-get-a…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:41:05Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "3253d21dde599f4cbfad0c76d63290cefe76b736", "body": "GitOrigin-RevId: 8e0f8cb102c4858b3741b839008c5d00d601c1f6", "is_bot": false, "headline": "docs: route AI agents to the interface-first plugin workflow (#26)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:41:03Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "d845be51458f1183c779b08d8281674c1a9cfa93", "body": "a permission needed to execute `snow dcm test` related integration test\n\nGitOrigin-RevId: 7e48b8a991b4a748c8068635ec3603589d254e2e", "is_bot": false, "headline": "test: grant permission to execute dmf in integration account (#27)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:41:00Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "9e22b1a05a70cf304c1c061173c585a39b004db9", "body": "Record the authentication type actually resolved on the connection for every\ncommand that opens one, so auth usage (password / key_pair / oauth /\nexternalbrowser / workload_identity / programmatic_access_token / ...) can be\nsegmented regardless of CI/CD environment.\n\nThis complements command_ci_auth\n[…]\no a customer endpoint never reaches telemetry; unknown\ntokens are recorded lower-cased rather than dropped.\n\nAddresses review feedback on #7.\n\nGitOrigin-RevId: 4a6a0377d4a5bcbb721dbe85fee67b63a54b725a", "is_bot": false, "headline": "Add command_auth_type telemetry field for resolved connection auth (#24)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:57Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "c1222dfd99095a8f7d6dff9044cac21caedc5ef4", "body": "fix: [SNOW-3444080] Preserve customer's original key order in profiles.yml and env.yml\nGitOrigin-RevId: 878571c5428213ec1b08ab288c750828b8e411f3", "is_bot": false, "headline": "Merge pull request #23 from snowflake-eng/fix/dbt-yaml-staging-fixes", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-07-06T13:40:55Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a38d6bb437d9801ca531e8c3256200c55e768aaf", "body": "…-status-describe-service\n\nSnowflake Apps: poll build job status via DESCRIBE SERVICE\n\nGitOrigin-RevId: d82f96428a041e0a59efc80336f7ffd774f60250", "is_bot": false, "headline": "Merge pull request #15 from snowflake-eng/gbloom/snowflake-apps-build…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-07-06T13:40:52Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "76687c4d7304b70157e633a606e1a84cee9150a8", "body": "Record the authentication type the official Snowflake CI/CD integrations\nconfigure (currently \"oidc\") in a new command_ci_auth_type telemetry\nfield, read from the SF_CICD_AUTH_TYPE environment variable. Mirrors the\nexisting SF_CICD_INTEGRATION_VERSION / command_ci_integration_version\npattern. _get_c\n[…]\ningle resolution point so the value\nset can later be extended (e.g. inferred from the resolved connection)\nwithout changing the integrations.\n\nGitOrigin-RevId: 5740ce7b48dc73c6c6893605e801b95c326b17b2", "is_bot": false, "headline": "Add command_ci_auth_type telemetry field for CI/CD integrations (#7)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:49Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "3ea383c1e7f5c206ffd4ee8df64d9d74ad12b566", "body": "…tignore\n\nchore: NO-SNOW update .gitignore\nGitOrigin-RevId: d8a164371fa97dede4d07d3ab313bd2a19613d76", "is_bot": false, "headline": "Merge pull request #19 from snowflake-eng/prafalski/NO-SNOW-update-gi…", "author_name": "Przemek Rafalski", "author_login": "sfc-gh-prafalski", "committed_at": "2026-07-06T13:40:46Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "152b8fb88c1c410bd46361aa09d8aff345258c37", "body": "* docs: add interface-first plugin authoring guide\n\nAdd docs/contributing/writing-a-plugin.md describing the interface-first\nplugin pattern: the two-phase contribution workflow, defining the command\nsurface in interface.py, implementing handler.py, testing the spec/handler\ncontract, and wiring it to\n[…]\ne pyproject entry point required for snow plugin enable\n- explain that register_decorator's factory takes no args and returns the\n decorator\n\nGitOrigin-RevId: cc8d6361c5198c88810a3abafd9226d16026ad69", "is_bot": false, "headline": "docs: add interface-first plugin authoring guide (#9)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:43Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "0ba01760ac6d238fa4ff573a5c674b7bf482de58", "body": "* feat: [SNOW-3614891] support tags on streamlit deploy\n\n* feat: [SNOW-3614891] refactor after first review\n\n* feat: [SNOW-3614891] add support for altering tags\n\n* fix(arctic-owl): apply review fixes (3 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\n* fix: fix quoting\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nGitOrigin-RevId: 2dc32d659b120736219fc3e912a4452f14cb2a93", "is_bot": false, "headline": "feat: [SNOW-3614891] support tags on streamlit deploy (#8)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-07-06T13:40:41Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "6f3d2159214bc2eeaac3a292b3de898e76cd0abe", "body": "…l (#13)\n\nGitOrigin-RevId: be35e6e2da89c2b0ff7cdb777df1424664f21015", "is_bot": false, "headline": "Snowflake Apps: preserve quoted identifiers in generated snowflake.ym…", "author_name": "Jeremy Chen", "author_login": "sfc-gh-jchen", "committed_at": "2026-07-06T13:40:38Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "3548a02d74624740ab504e4d49c3c81952b63240", "body": "…nowpark (#14)\n\n* refactor: replace Python version check with importability check for Snowpark\n\nPython 3.12+ is now supported by snowflake-snowpark-python, so tying\nthe guard to a hardcoded version ceiling is maintenance work that never\nends. Replace the sys.version_info check with a try/except Impo\n[…]\nis installed.\n\nCo-Authored-By: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\nGitOrigin-RevId: ab1fd2e0592637398583aa5ed2c35f243cd4b129", "is_bot": false, "headline": "refactor: replace Python version check with importability check for S…", "author_name": "Tomasz Urbaszek", "author_login": "sfc-gh-turbaszek", "committed_at": "2026-07-06T13:40:35Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "f493c27abb14f3f184890a8f99d402ccfc121ff2", "body": "…nstead-of-replace\n\nfeat: use ALTER STREAMLIT instead of CREATE OR REPLACE for existing apps\nGitOrigin-RevId: 25fec8e76c297fd3a76df18ed927493ae11832c6", "is_bot": false, "headline": "Merge pull request #4 from snowflake-eng/zblackwood/streamlit-alter-i…", "author_name": "Zachary Blackwood", "author_login": "sfc-gh-zblackwood", "committed_at": "2026-07-06T13:40:32Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "195b4ccd7b21cbaef7696a9a70b600c018edff40", "body": "* chore: add interface-first plugin cookiecutter template\n\nScaffold under plugin-template/ for creating interface-first Snowflake\nCLI plugins. Supports both `group` (multiple subcommands) and `single`\ncommand plugins.\n\nGenerated projects follow the two-phase contribution workflow:\ninterface.py (Phas\n[…]\n(\"app\", \"bundle\",)`.\n\nVerified by rendering empty / single / multi parent paths across both\ncommand_type variants; all generated .py compile.\n\nGitOrigin-RevId: 40112e4db6603b4c56d83dc4dcba466562e176fb", "is_bot": false, "headline": "chore: add interface-first plugin cookiecutter template (#6)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-07-06T13:40:29Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "4ebc61fda983c9bf82d4bd0831a166108608cdff", "body": "* Snowflake Apps: add a dedicated service EAI.\n\nAllow snowflake-app projects to set a separate service external access integration while preserving the existing build_eai fallback for deployed application services.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n* Snowflake Apps: add release note \n[…]\nervice_eai support and clarify that the note applies to newly created application services.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: add a dedicated service_eai field (#3134)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-23T19:02:17Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "49b327c6a56deb54a0067ba5afb7fb845057eacc", "body": "* Snowflake Apps: keep setup dry runs non-failing\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n* Snowflake Apps: add dry-run release note\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n* Snowflake Apps: simplify setup dry-run exit handling\n\nNeutralize the exit code on a dry-run failure and r\n[…]\nrendering via Typer internals. Body extracted into an inner _run() to\nkeep the guard small.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: keep setup dry runs non-failing (#3133)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-23T17:41:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "818f8d913e5c3751faa1b3cd29c7f7fe1850bd52", "body": "Snowflake Apps: always use server-managed compute pools\n\n`snow app setup` no longer writes `build_compute_pool` /\n`service_compute_pool` to the generated `snowflake.yml`, and the\n`DEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL` /\n`DEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL` account parameters are no\nlon\n[…]\nat set these fields in `snowflake.yml` continue to be\nhonored by `snow app deploy` (the fields remain parseable and are still\nforwarded to the server).\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: always use managed compute pools (#3129)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-22T21:29:49Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "8c5be9a7ce1885f723af51732600bd2fe34830f8", "body": "* feat: add interface-first plugin framework\n\nIntroduce a declarative plugin API that separates a command's CLI surface\n(the spec) from its business logic (the handler):\n\n- interface.py: frozen dataclasses (ParamDef, CommandDef, CommandGroupSpec,\n SingleCommandSpec), the ParamKind enum, the REQUIRE\n[…]\n command and subgroup names\n(command/command, subgroup/subgroup, and command/subgroup), mirroring the\nexisting duplicate-command guard. Adds tests for the subgroup/subgroup and\ncommand/subgroup cases.", "is_bot": false, "headline": "feat: [SNOW-3680799] add interface-first plugin framework (#2860)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-22T20:18:12Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "a130178c1e34f051bcdc5a86fe5e1791818f3edb", "body": "chore: add telemetry spans to snowflake_app_setup\n\nWrap the `snowflake_app_setup` body in a top-level `snowflake_app.setup`\nspan and add child spans `snowflake_app.setup.get_personal_database`\n(personal-database lookup) and `snowflake_app.setup.write_manifest`\n(snowflake.yml write), so the command's\n[…]\ntrumentation only -- no behavior or output changes. Adds unit tests\nasserting the span tree and that the manifest-write span is skipped on\n`--dry-run`.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: add telemetry spans to setup command (#3124)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-22T17:04:44Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "ef16de6614289d0ca3e953c2a62c8706c356530d", "body": "* Update release notes for 3.21.0\n\n* Bump dev version to 3.22.0", "is_bot": false, "headline": "Bump release notes 3.21.0 (#3126)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-22T12:47:57Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "a5deabf50bf1b4347cae28cc8da258cde3050849", "body": "…and improve output message (#3125)\n\n* fix: skip role validation in profiles.yml for Jinja-templated values\n\nWhen profiles.yml uses a Jinja expression as the role value (e.g.\n{{ env_var('DBT_ROLE') }}), _validate_role tried to USE ROLE with the\nraw template string, which Snowflake rejects. Jinja-tem\n[…]\nts: update assertions to match pluralized --use-shell-env-vars messages\n\nCo-Authored-By: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "fix: skip role validation in profiles.yml for Jinja-templated values …", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-22T07:20:09Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "98540f4cae22556393b9748f71787261a5f1dc21", "body": "…#3123)\n\n* Snowflake Apps: record uploaded file count in upload telemetry span\n\nAdd a generic attributes mechanism to CLIMetricsSpan and use it to record\nthe number of files uploaded on the snowflake_app.upload.push_workspace_files\nand snowflake_app.upload.push_stage_files spans.\n\nCo-authored-by: Cu\n[…]\n workspace and stage flows. Reverts the generic span\nattribute additions to api/metrics.py.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: record uploaded file count in upload telemetry span (…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-19T21:52:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "2e35d20ffdc4900bd5652bb8fe8b99a1c1958272", "body": "feat: upload snowflake-app code files in parallel\n\nUpload up to 5 app code files concurrently during `snow app deploy`\ninstead of one PUT at a time. Both the stage and workspace upload paths\nbuild their PUT statements and run them through a shared thread pool,\nyielding results in completion order so\n[…]\nr threads can resolve the\nshared connection from the CLI context, which lives in a ContextVar that\nThreadPoolExecutor threads do not otherwise inherit.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: upload code files in parallel (#3122)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-19T17:05:52Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "3b82dbba520835a4a9f93ced47bd6b59f48700a8", "body": "* SNOW-2457402 Encoding handling fixes\n\n* Fix test\n\n* PR fixes", "is_bot": false, "headline": "SNOW-2457402 Encoding handling fixes (#3118)", "author_name": "Kamil Olszewski", "author_login": "sfc-gh-kolszewski", "committed_at": "2026-06-19T10:52:05Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "7e2bb95490d36d9b6db597ffdcd96601dcfabe5d", "body": "fix: recreate snow app code stage before upload\n\nsnow app deploy previously cleared an existing code stage with REMOVE\nbefore uploading. Stale chunks could remain and be mixed into the build,\nproducing incorrect or conflicting build artifacts. Drop and recreate the\nstage instead so each deploy always starts from an empty stage.\n\nRemoves the now-unused clear_stage and stage_exists helpers from the apps\nmanager and updates the affected unit tests.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: recreate code stage before upload (#3119)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-18T18:52:09Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "5f1c623ffb49dd7990a6d181922c3203d0263147", "body": "…108)\n\n* feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute\n\nAdds a new --use-shell-env-vars option to `snow dbt execute` that\nforwards exported shell environment variables (DBT_* prefix, excluding\nDBT_ENV_SECRET_*) into the dbt execution context as ENV_VARS=().\nDesigned for CI/CD pip\n[…]\nhe\nserver (account-parameter-gated, drift-prone).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute (#3…", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-18T07:47:08Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "ddc501044d224ea685eae4b1dadc1644befd500f", "body": "* feat: add --server-session-keep-alive flag for connections\n\nAdd a new CLI flag `--server-session-keep-alive` that prevents Snowflake\nfrom closing idle sessions. This is useful for long-running operations\nor connections held open between multiple operations.\n\nThe flag:\n- Works with both named conne\n[…]\nase note from v3.20.0 (already\nreleased) to the Unreleased version section.\n\nCo-Authored-By: Claude Opus 4.6 \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "feat: add --server-session-keep-alive flag for connections (#3100)", "author_name": "Rajaram Gaunker", "author_login": "sfc-gh-rgaunker", "committed_at": "2026-06-17T15:55:49Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "95bdfa57ff192533c7a00b55c4cd11667b7dc2f4", "body": "* Snowflake Apps: scope snowflake.yml UTF-8 handling to `snow app` commands\n\nThe previous fix forced UTF-8 decoding of snowflake.yml globally in the\nshared project-definition loader, overriding cli.encoding.file_io for every\ncommand family. This removes that global assumption and instead pins the\npr\n[…]\nding.file_io`, that setting\ntakes precedence for both reads and the `snow app setup` write.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Scope snowflake.yml UTF-8 handling to `snow app` commands (#3114)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-17T13:20:32Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "fa5a0f92737f6ccc03a561d19feed992e99863e8", "body": null, "is_bot": false, "headline": "chore: improve permissions in github actions (#3117)", "author_name": "Przemek Rafalski", "author_login": "sfc-gh-prafalski", "committed_at": "2026-06-17T12:21:51Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "9e81924cf672923802c961f1e8c685b494188f5c", "body": "…er v5 (#3113)\n\n* fix: make REST error handling work on connector v4 and Universal Driver v5\n\nThe object-create REST path imported HTTP error handling from the legacy\nconnector's vendored `requests` (`snowflake.connector.vendored.requests.\nexceptions.HTTPError`), which the Universal Driver v5 remove\n[…]\no\nthe real connector module, which exists there).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "fix: make REST error handling work on connector v4 and Universal Driv…", "author_name": "Tomasz Urbaszek", "author_login": "sfc-gh-turbaszek", "committed_at": "2026-06-17T12:03:17Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "e391f4df417a8cce8aa1f2f44e6fb9890ec62378", "body": "* fix: [SNOW-3253006] avoid PUT directory error on snowflake-app stage upload\n\nThe snowflake-app stage upload delegated to StageManager.put_recursive with\ntemp_directory set to the live bundle root. That helper uploads via\n`PUT \u003cdir>/*`, whose glob also matches subdirectories, which the connector\nre\n[…]\ns that exercise the upload phase\non windows-latest (every PR) and macos-latest (scheduled).\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: escape glob metacharacters in deploy PUT sources (#3110)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-16T21:52:56Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "599976e92242dae0a3bd72a039e7a16142bf6d30", "body": "* feat: [SNOW-3444080] add env.yml support to snow dbt deploy\n\nAdds three flags to `snow dbt deploy` that bring env.yml into the deploy\nflow alongside profiles.yml:\n\n- `--env-file-dir \u003cpath>`: inject env.yml from a separate directory into\n the staged project root, mirroring `--profiles-dir`.\n- `--d\n[…]\n- Drop trailing blank line left over from rebase.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) \u003cnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) \u003cnoreply@anthropic.com>", "is_bot": false, "headline": "feat: [SNOW-3444080] add env.yml support to snow dbt deploy (#3097)", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-16T19:43:33Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "a996c9b4ef7301169f9238f8580cfd1ddd44ba94", "body": "* Snowflake Apps: rename --deploy-only to --promote-only\n\nRename the `snow app deploy` `--deploy-only` flag (Snowflake Apps Deploy\nflow) to `--promote-only`. The previous `--deploy-only` name is retained\nas a hidden, backward-compatible alias so existing scripts keep working.\n\nUpdates the flag defin\n[…]\nent@cursor.com>\n\n* Snowflake Apps: clarify --deploy-only alias is temporary in release note\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: rename `--deploy-only` to `--promote-only` (#3112)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-16T15:48:39Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "d9c87b01a3d5a41974578f38e0dc8024e9fd14d9", "body": "…flake.yml (#3107)\n\n* Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snowflake.yml\n\nThe project-definition loader read snowflake.yml in text mode without an\nexplicit encoding, so Python fell back to the platform default code page\n(cp1252 on Windows). A non-ASCII character in the de\n[…]\nd\nfunnels through — and treat both None and the \"locale\" sentinel as the\nunguarded default.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snow…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-15T13:48:37Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "d5b59b024a6eb327ce38235f5397bf9ae5ae65d2", "body": "fix: [NOSNOW] fix dcm integration tests", "is_bot": false, "headline": "fix: [SNOW-3655490] fix dcm integration tests (#3109)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-06-15T11:16:00Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "bb860b82d73ce0126165f9ac2f86cc502e9d131d", "body": "* SNOW-2457402 Unify encoding support\n\n* Add encoding to path related operations\n\n* Add encoding warnings\n\n* Add unit tests\n\n* Mior warning change\n\n* Fix for file opened in binary mode\n\n* Add statement reader tests\n\n* Fixes to unit tests\n\n* Integration tests\n\n* Fixing integration tests\n\n* Remove str\n[…]\n Add release notes\n\n* Test fixes\n\n* Fix stdout encoding side effects in tests\n\n* Use CSV format in stdout encoding integration tests\n\n---------\n\nCo-authored-by: Oskar Lorek \u003coskar.lorek@snowflake.com>", "is_bot": false, "headline": "feat: [SNOW-2457402] Unify encoding support in SnowCLI (#2792)", "author_name": "Kamil Olszewski", "author_login": "sfc-gh-kolszewski", "committed_at": "2026-06-15T08:54:22Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "ea0154f550557b5e5b999900d8d52a729ef159d9", "body": "…(#2855)\n\n* Add Cortex AI end-to-end PR review workflow\n\nAdds a GitHub Actions workflow and orchestration script that uses the Cortex Code CLI as an autonomous agent to perform E2E verification of CLI behavioral changes on pull requests. The agent gets a dedicated Snowflake playground database and v\n[…]\ns any API error fail closed.\n\n* Change the user used by E2E reviewer\n\n* Fix the action trigger to check for ADMIN privileges\n\n---------\n\nCo-authored-by: Kamil Olszewski \u003ckamil.olszewski@snowflake.com>", "is_bot": false, "headline": "SNOW-3329144: Add Cortex Code CLI agent for autonomous E2E PR review …", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-15T08:10:04Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "e0246ebf32a85b9799e2528de691ee7760cca646", "body": "…3105)\n\n* SNOW-3388436 Link or copy DCM files to upload in the temporary directory rather than the output directory in the project root folder\n\n* Apply suggestion: Pass tmp_path to local_path", "is_bot": false, "headline": "SNOW-3388436 Link or copy DCM files to upload in the temporary dir (#…", "author_name": "Lukasz Kyc", "author_login": "sfc-gh-lkyc", "committed_at": "2026-06-12T06:42:46Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "914ad24d892a198eda9aa73713c5eab3b4a9e8aa", "body": "…idation (#3065)\n\n* feat: [SNOW-3579570] replace dbt-version regex with server-driven validation\n\nThe previous regex (^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$) rejected valid\nversions like 2.0.0-preview.175 and had to be updated each time the\nserver introduced a new naming pattern.\n\nFor deploy, DBTManager no\n[…]\new changes belong. Also drops the original long-form\nduplicate of the same bullet that was carried into v3.20.0 by the bump.\n\n---------\n\nCo-authored-by: Jakub Wilkowski \u003cjakub.wilkowski@snowflake.com>", "is_bot": false, "headline": "feat: [SNOW-3579570] replace dbt-version regex with server-driven val…", "author_name": "Andrew Faulds", "author_login": "sfc-gh-afaulds", "committed_at": "2026-06-11T15:28:42Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "7579ea2c5004cb9f7f741504f668f27bbf1d9236", "body": "chore: hide snowflake-app compute pool option/fields and drop managed-pool param checks\n\nHide the `snow app setup --compute-pool` option and the `build_compute_pool` /\n`service_compute_pool` snowflake-app entity fields from help and the generated\nproject-definition JSON schema (via SkipJsonSchema), \n[…]\ne\nDEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL /\nDEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL account parameters and any pools\nconfigured in snowflake.yml.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: hide compute pool option/fields (#3104)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-11T12:33:04Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "089b55bd7ccf4210135800f23421d01f1fa0e0b8", "body": "* Add no prompt exit option to repl\n\n* Also get no_prompt_exit option from env var or config\n\n* Rename no_prompt_exit option to no_prompt_exit_repl\n\n* Add test for no_prompt_exit_repl option\n\n* Clarify no_prompt_exit_repl option help\n\n* Use get_config_bool_value and default envvar for no_prompt_exit\n[…]\nonfig getter mock\n\n* Update help message snapshots for --no-prompt-exit-repl option\n\nCo-Authored-By: Remi Salmon \u003csalmon.remi@gmail.com>\n\n---------\n\nCo-authored-by: Remi Salmon \u003csalmon.remi@gmail.com>", "is_bot": false, "headline": "Add --no-prompt-exit-repl option to snow sql REPL (#3103)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-06-11T12:26:32Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "24b04dc7b3880b451ec797f11bc72320543b7c4a", "body": "…096)\n\n* feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute\n\n`--env` selects a named environment from `env.yml` at execution time\n(`NO_ENV` skips the file entirely). `--env-vars` accepts a YAML/JSON\nobject of overrides applied on top of the selected environment, mirroring\n`dbt run --v\n[…]\n8)\n- Gate --env and --env-vars behind ENABLE_DBT_PROJECT_ENV_VARS feature\n flag per PrPr lifecycle rules; remove RELEASE-NOTES entry; update\n snapshots so hidden options don't appear in --help (#10)", "is_bot": false, "headline": "feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute (#3…", "author_name": "Yuxin Ding", "author_login": "sfc-gh-yuding", "committed_at": "2026-06-11T10:38:47Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "c8964b6c967f036b4b05d45e195cd49ba93e59da", "body": "…ameters (#3102)\n\nSHOW PARAMETERS returns a non-empty value with an empty level string when\na parameter has never been explicitly set (i.e. it is at the system\ndefault). Previously the CLI treated these system defaults as\nadmin-configured values, causing build_compute_pool and\nservice_compute_pool to appear in snow app setup output even after\nALTER ACCOUNT UNSET. Now only parameters with a non-empty level\n(ACCOUNT or USER) are used.\n\nCo-authored-by: Cortex Code \u003cnoreply@snowflake.com>", "is_bot": false, "headline": "Snowflake Apps: skip system-default parameters in fetch_snow_apps_par…", "author_name": "Myles Borins", "author_login": "sfc-gh-mborins", "committed_at": "2026-06-10T18:32:30Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "b7dde67b9904cdf85598f08872ce1e41278e5c08", "body": "…snow app setup\" (#3099)\n\n* feat: support warehouse, database and schema overrides in snow app setup\n\n`snow app setup` now treats the global --warehouse, --database, and\n--schema connection options as explicit overrides for the generated\nsnowflake.yml, taking precedence over account parameters and c\n[…]\n not belong to the\nrequested database. Require --schema alongside --database to avoid this.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: support warehouse, database and schema overrides in \"…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-10T17:30:30Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "cee788e2e997dba29663047d43e83adc6b22ed0f", "body": "…x (#3101)\n\n* Snowflake Apps: clearer deploy errors and Windows workspace upload fix\n\nSurface privilege failures during the upload phase of `snow app deploy`\nas actionable CliErrors instead of raw ProgrammingErrors. Both the stage\n(`prepare_stage`) and workspace (`prepare_workspace`) paths now repor\n[…]\nndows file-URI fix)\nagainst a real account without needing build/service compute resources.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: clearer deploy errors and Windows workspace upload fi…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-10T17:30:16Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "f06ddc5eb70607a5b388cbdb5d2f5fd74279ff4c", "body": "feat: support bare string for snowflake-app build_eai\n\nExternal access integrations are account-level objects, so build_eai now\naccepts a bare name string (e.g. `build_eai: MY_EAI`) in addition to the\nexisting object form with a single `name` field.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: support bare string for snowflake-app build_eai (#3098)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-09T20:30:45Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "5d446e648a9ef609db7fac1f83d4f640e23ee594", "body": null, "is_bot": false, "headline": "docs: add CLI design principles to adding-commands.md (#3093)", "author_name": "Jan Bílek", "author_login": "sfc-gh-jbilek", "committed_at": "2026-06-09T09:48:18Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "577bba92a692d2a6565b4804170c47ab37fcce12", "body": "…ions (#3095)\n\n* Snowflake Apps: always use a workspace for personal-database destinations\n\nPersonal databases (USER$\u003cuser>) do not support stages, but the\nworkspace-vs-stage decision keyed off config provenance (the database\nresolving from the built-in personal-DB default tier) / explicit config\nra\n[…]\n: bool` field with a clearer\n`type: \"workspace\" | \"stage\"` literal, per PR review feedback.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: always use a workspace for personal-database destinat…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-08T20:03:28Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "0ccafa96935a05a728592802428d212ed75ccdbc", "body": "* refactor: remove unused snowflake-app entity model fields\n\nDrop fields that were defined on the snowflake-app entity model but never\nread by `snow app setup` or `snow app deploy`: service_eai, app_port,\nbuild_image, execute_as_caller, dev_roles, and image_repository (plus the\nnow-unused ImageRepos\n[…]\nxplicit rule so the native-apps\nteam co-owns these fixtures alongside the other apps paths.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: remove unused snowflake-app entity model fields (#3089)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-08T14:07:08Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "ee5adf23a1eca581ec773a268cc7cf8c958dda37", "body": "* chore: upgrade pip to 26.1.2\n\n* fix: use sys.executable -m pip in test plugin install fixtures", "is_bot": false, "headline": "chore: upgrade pip to 26.1.2 (#3090)", "author_name": "Jakub Wilkowski", "author_login": "sfc-gh-jwilkowski", "committed_at": "2026-06-08T13:38:47Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "6abd6a4d5748156f9af77153372571f93486d5d8", "body": "* Update release notes for 3.20.0\n\n* Bump dev version to 3.21.0", "is_bot": false, "headline": "Bump release notes 3.20.0 (#3091)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-08T11:27:45Z", "body_truncated": false, "is_coding_agent": false }, { "oid": "cacaa6f948f11754a2cabc0ae737af24a0d16a9e", "body": "…tion is inaccessible (#3088)\n\n* Snowflake Apps: fall back to personal DB when account default destination is inaccessible\n\nVerify the current role can access the account-configured destination\ndatabase/schema (DEFAULT_SNOWFLAKE_APPS_DESTINATION_DATABASE/SCHEMA)\nbefore using them. When the database \n[…]\name user-facing\n\"Snowflake Apps\" / \"SnowApps\" text to the official \"Snowflake App Runtime\".\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: fall back to personal DB when account default destina…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-05T22:13:22Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "0d76a8d9d7c562fed5f1c2a2603b61af2abd6f84", "body": "fix: skip snow app query spinner in non-interactive mode\n\nHonor --no-interactive (and detect non-interactive output such as piped/\nredirected/CI) so `snow app` commands do not emit a loading spinner while\nrunning queries, avoiding spinner control characters in captured output.\nThe spinner interactivity is scoped to the apps plugin.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: skip query spinner in non-interactive mode (#3078)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-05T13:58:36Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "ef831eae1b6817eae05f2fac0ee90d97ea5d7263", "body": "…otes (#3083)\n\nAdd native-apps team as owner of nativeapp plugin and release notes\n\nExtend CODEOWNERS so the native-apps team also owns the nativeapp plugin\nsource, its unit and integration test paths, and RELEASE-NOTES.md.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Add native-apps team as CODEOWNERS for nativeapp plugin and release n…", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-05T13:32:55Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "43f3433b38479d2df9571ca8dd9bac767c93f79d", "body": "* refactor: fetch Snowflake App build logs via SYSTEM$GET_SERVICE_LOGS\n\nSwitch get_build_job_logs from the build job's SPCS_GET_LOGS table\nfunction to a CALL SYSTEM$GET_SERVICE_LOGS query, matching how the\napplication logs in `snow app events` are retrieved. The build job is a\nsingle-instance SPCS j\n[…]\nnt and fix stray\n whitespace accidentally introduced in build_app_artifact_repo docstring.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: fetch build logs via SYSTEM$GET_SERVICE_LOGS (#3084)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-04T19:43:43Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "00677bd23a5ce8d9b460592e4f566888876105f1", "body": "… (#2959)\n\n``get_account_identifier()`` unconditionally indexed the row returned by\n``CURRENT_ORGANIZATION_NAME() / CURRENT_ACCOUNT_NAME()``. If the query\nreturned no row (e.g. session without an org assigned, or a permission\nlayer dropping rows) ``fetchone()`` would yield ``None`` and the next\nexpr\n[…]\nper,\n removing the duplicate SQL round-trip and inheriting the new guard.\n* Tests updated to mock the ORG/ACCT two-column result; added a\n parametrized test for the None / NULL / empty-string cases.", "is_bot": false, "headline": "fix: guard get_account_identifier / spcs build-image against NULL org…", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-03T11:41:54Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "3632f2edc2d0edab66e7673f5cdd1c3f9ccc020f", "body": "* feat: [SNOW-1904824] add `snow helpers generate-project-schema`\n\nAdds a CLI command that dumps a JSON Schema (Draft 2020-12) for the\nsnowflake.yml project definition. The schema is generated directly from\nthe pydantic `DefinitionV10`/`DefinitionV11`/`DefinitionV20` models so it\nstays in sync with \n[…]\nirectory\nthat does not exist (previously surfaced an unhandled FileNotFoundError\nfrom Path.touch). Drop the redundant `is not None` guard on output_format,\nwhich is non-Optional and defaults to TABLE.", "is_bot": false, "headline": "feat: [SNOW-1904824] add `snow helpers generate-project-schema` (#2950)", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-03T11:37:16Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "064301ca04aa917780fc8a3196c4d84bc4ae97d4", "body": "feat: prefix snowflake-apps polling messages with HH:MM:SS timestamp\n\nAdd a `_ts()` helper in `manager.py` that returns the current local time\nformatted as ``HH:MM:SS``, and prefix every polling-related\n``cli_console.step`` message with ``[HH:MM:SS]`` so users can see\nexactly when each status check occurred during long-running deploys.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: prefix polling messages with timestamp (#3080)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-02T16:06:40Z", "body_truncated": false, "is_coding_agent": true }, { "oid": "7188d2d761fafecaed8ff60b43be824b2e0da7f7", "body": "refactor: remove dead code from snowflake-app plugin\n\nDrop three internal helpers in the apps manager that were never called by\nany command flow and only exercised by their own unit tests:\n\n- _find_dockerfile_expose_port (and its EXPOSE regexes / sentinel)\n- SnowflakeAppManager.role_has_bind_service\n[…]\nSnowflakeAppManager.get_app_service_logs (deploy/events use\n get_service_logs)\n\nAlso removes the corresponding tests. No user-facing interface change.\n\nCo-authored-by: Cursor \u003ccursoragent@cursor.com>", "is_bot": false, "headline": "Snowflake Apps: remove dead code (#3079)", "author_name": "Guy Bloom", "author_login": "sfc-gh-gbloom", "committed_at": "2026-06-02T15:44:25Z", "body_truncated": true, "is_coding_agent": true }, { "oid": "9a1383f777606350ad2d1b1c4d37d301dc156b74", "body": "…917443) (#2941)\n\n* fix: snow sql table output collapses to \"|\" with many columns (SNOW-2917443)\n\nWhen stdout is not a terminal, rich falls back to a console width of 80,\nwhich squeezes many-column tables to 0-1 characters per cell and renders\nas a series of \"|\" characters with no content.\n\nRender n\n[…]\n empty line no longer matched and the snapshot assertion failed.\nRestore the canonical 2-space blank line (tests_integration/ is excluded\nfrom the trailing-whitespace pre-commit hook, so it persists).", "is_bot": false, "headline": "fix: snow sql table output collapses to \"|\" with many columns (SNOW-2…", "author_name": "Oskar Lorek", "author_login": "sfc-gh-olorek", "committed_at": "2026-06-02T12:47:44Z", "body_truncated": true, "is_coding_agent": false }, { "oid": "fedc02375142a78df387a6222a1ab1b111aa4b71", "body": "…s (#3077)\n\n* fix: [NOSNOW] make /ok-to-test actually test and report fork PRs\n\nThe /ok-to-test flow (issue_comment -> repository_dispatch ->\nintegration-fork / e2e-fork -> test_fork.yaml) has been failing on\nevery fork PR. 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null, "unverified_reason": null, "unanswered_open_prs": null, "unanswered_open_issues": null, "days_since_last_merged_pr": null, "days_since_last_human_commit": 2, "days_since_last_human_commit_is_floor": false }, "components": [ { "key": "project_is_still_maintained", "name": "Project is still maintained", "detail": "last human commit 2 days ago", "points": 100, "status": "met", "details": [ { "code": "abandonment_maintained", "params": { "days": 2 } } ], "max_points": 100 } ] } ], "description": "Is the project alive — is code being written and are releases shipping?" }, { "key": "community", "band": "good", "name": "Community & Adoption", "value": 77, "weight": 0.18, "metrics": [ { "key": "popularity", "band": "moderate", "name": "Popularity & adoption", "note": null, "notes": [], "value": 63, "inputs": { "forks": 114, "stars": 263, "watchers": 14, "growth_state": "unverified", "growth_factor_pct": 100, "growth_unverified_reason": "no_history" }, "components": [ { "key": "stars", "name": "Stars", "detail": "263 stars", "points": 39.2, "status": "partial", "details": [ { "code": "stars", "params": { "count": 263 } } ], "max_points": 60 }, { "key": "forks", "name": "Forks", "detail": "114 forks", "points": 17.1, "status": "partial", "details": [ { "code": "forks", "params": { "count": 114 } } ], "max_points": 25 }, { "key": "watchers", "name": "Watchers", "detail": "14 watchers", "points": 6.2, "status": "partial", "details": [ { "code": "watchers", "params": { "count": 14 } } ], "max_points": 15 } ] }, { "key": "community_health", "band": "good", "name": "Community health", "note": null, "notes": [], "value": 77, "inputs": { "has_readme": true, "has_license": true, "has_contributing": true, "has_issue_template": false, "has_code_of_conduct": false, "has_pull_request_template": true }, "components": [ { "key": "readme", "name": "README", "detail": null, "points": 22.5, "status": "met", "details": [], "max_points": 22.5 }, { "key": "license", "name": "License", "detail": "recognized license (Apache-2.0)", "points": 22.5, "status": "met", "details": [ { "code": "license_standard", "params": {} }, { "code": "license_spdx", "params": { "spdx": "Apache-2.0" } } ], "max_points": 22.5 }, { "key": "contributing_guide", "name": "CONTRIBUTING guide", "detail": null, "points": 18, "status": "met", "details": [], "max_points": 18 }, { "key": "code_of_conduct", "name": "Code of conduct", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 13.5 }, { "key": "issue_template", "name": "Issue template", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 7.2 }, { "key": "pr_template", "name": "PR template", "detail": null, "points": 6.3, "status": "met", "details": [], "max_points": 6.3 } ] }, { "key": "ecosystem_adoption", "band": "excellent", "name": "Ecosystem adoption (downloads)", "note": "Excluded from scoring (no data or not applicable): Registry dependents. 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"band": "excellent", "name": "Sustainability & Governance", "value": 85, "weight": 0.24, "metrics": [ { "key": "maintainer_resilience", "band": "excellent", "name": "Maintainer resilience (bus factor)", "note": null, "notes": [], "value": 92, "inputs": { "bus_factor": 6, "contributors_sampled": 72, "top_contributor_share": 0.137 }, "components": [ { "key": "bus_factor", "name": "Bus factor", "detail": "6 contributor(s) cover half of all commits", "points": 48.6, "status": "partial", "details": [ { "code": "bus_factor", "params": { "count": 6 } } ], "max_points": 54 }, { "key": "commit_distribution", "name": "Commit distribution", "detail": "top contributor authored 14% of commits", "points": 19.4, "status": "partial", "details": [ { "code": "top_contributor_share", "params": { "share": 14 } } ], "max_points": 22.5 }, { "key": "contributor_breadth", "name": "Contributor breadth", "detail": "72 contributors", "points": 13.5, "status": "met", "details": [ { "code": "contributors_sampled", "params": { "count": 72 } } ], "max_points": 13.5 }, { "key": "openssf_scorecard_contributors", "name": "OpenSSF Scorecard: Contributors", "detail": "project has 3 contributing companies or organizations -- score normalized to 10", "points": 10, "status": "met", "details": [], "max_points": 10 } ] }, { "key": "responsiveness", "band": "good", "name": "Issue & PR responsiveness", "note": null, "notes": [], "value": 70, "inputs": { "merged_prs": 2175, "open_issues": 69, "closed_issues": 340, "issue_closed_ratio": 0.831, "closed_unmerged_prs": 447 }, "components": [ { "key": "issue_resolution", "name": "Issue resolution", "detail": "83% of issues closed", "points": 38.8, "status": "partial", "details": [ { "code": "issues_closed_share", "params": { "share": 83 } } ], "max_points": 46.75 }, { "key": "pr_acceptance", "name": "PR acceptance", "detail": "2175/2622 decided PRs merged", "points": 31.7, "status": "partial", "details": [ { "code": "decided_prs_merged", "params": { "merged": 2175, "decided": 2622 } } ], "max_points": 38.25 }, { "key": "openssf_scorecard_code_review", "name": "OpenSSF Scorecard: Code-Review", "detail": "Found 0/30 approved changesets -- score normalized to 0", "points": 0, "status": "missed", "details": [], "max_points": 15 } ] }, { "key": "stewardship", "band": "good", "name": "Ownership & stewardship", "note": null, "notes": [], "value": 78, "inputs": { "followers": 1616, "owner_type": "Organization", "is_verified": null, "owner_login": "snowflakedb", "public_repos": 63, "account_age_days": 4569 }, "components": [ { "key": "ownership_backing", "name": "Ownership backing", "detail": "organization-owned", "points": 30, "status": "met", "details": [ { "code": "owner_organization", "params": {} } ], "max_points": 30 }, { "key": "verified_domain", "name": "Verified domain", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 20 }, { "key": "owner_reach", "name": "Owner reach", "detail": "1,616 followers of snowflakedb", "points": 23.1, "status": "partial", "details": [ { "code": "owner_followers", "params": { "count": 1616, "login": "snowflakedb" } } ], "max_points": 25 }, { "key": "track_record", "name": "Track record", "detail": "63 public repos, account ~12 yr old", "points": 25, "status": "met", "details": [ { "code": "public_repos", "params": { "count": 63 } }, { "code": "account_age_years", "params": { "years": 12 } } ], "max_points": 25 } ] }, { "key": "package_maintenance", "band": "excellent", "name": "Package maintenance", "note": null, "notes": [], "value": 100, "inputs": { "packages": [ "snowflake-cli" ], "ecosystems": "pypi", "any_deprecated": false, "min_days_since_publish": 10 }, "components": [ { "key": "published_resolvable", "name": "Published & resolvable", "detail": "1 package(s) on pypi", "points": 25, "status": "met", "details": [ { "code": "packages_published", "params": { "count": 1, "ecosystems": "pypi" } } ], "max_points": 25 }, { "key": "publish_recency", "name": "Publish 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OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.", "notes": [ { "code": "excluded_no_data", "params": { "components": [ "openssf_scorecard_ci_tests" ] } }, { "code": "weights_renormalized", "params": {} } ], "value": 92, "inputs": { "has_ci": true, "has_tests": true, "has_editorconfig": false, "has_linter_config": true, "has_precommit_config": true }, "components": [ { "key": "ci_workflows", "name": "CI workflows", "detail": "23 workflow(s)", "points": 24, "status": "met", "details": [ { "code": "ci_workflows", "params": { "count": 23 } } ], "max_points": 24 }, { "key": "tests_present", "name": "Tests present", "detail": null, "points": 24, "status": "met", "details": [], "max_points": 24 }, { "key": "linter_config", "name": "Linter config", "detail": null, "points": 16, "status": "met", "details": [], "max_points": 16 }, { "key": "pre_commit_hooks", "name": "Pre-commit hooks", "detail": null, "points": 9.6, "status": "met", "details": [], "max_points": 9.6 }, { "key": "editorconfig", "name": ".editorconfig", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 6.4 }, { "key": "openssf_scorecard_ci_tests", "name": "OpenSSF Scorecard: CI-Tests", "detail": "no pull request found", "points": 0, "status": "excluded", "details": [ { "code": "no_data", "params": {} } ], "max_points": 20 } ] }, { "key": "documentation", "band": "excellent", "name": "Documentation", "note": null, "notes": [], "value": 90, "inputs": { "topics": [ "cli", "data-ops", "devops-tools", "snowflake", "sql" ], "has_wiki": false, "homepage": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index", "has_readme": true, "has_docs_dir": true, "has_description": true }, "components": [ { "key": "readme", "name": "README", "detail": null, "points": 30, "status": "met", "details": [], "max_points": 30 }, { "key": "documentation_directory", "name": "Documentation directory", "detail": null, "points": 25, "status": "met", "details": [], "max_points": 25 }, { "key": "documentation_homepage_site", "name": "Documentation / homepage site", "detail": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index", "points": 15, "status": "met", "details": [], "max_points": 15 }, { "key": "repository_description", "name": "Repository description", "detail": null, "points": 10, "status": "met", "details": [], "max_points": 10 }, { "key": "topics", "name": "Topics", "detail": "5 topics", "points": 10, "status": "met", "details": [ { "code": "topics_count", "params": { "count": 5 } } ], "max_points": 10 }, { "key": "wiki", "name": "Wiki", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 10 } ] } ], "description": "Are baseline engineering and documentation practices in place?" }, { "key": "security", "band": "moderate", "name": "Security", "value": 56, "weight": 0.16, "metrics": [ { "key": "security_posture", "band": "moderate", "name": "Security posture", "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. 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"max_points": 40 } ] }, { "key": "ai_verify_loop", "band": "moderate", "name": "Verify loop (build / test / typecheck)", "note": null, "notes": [], "value": 58, "inputs": { "has_nix": false, "has_tests": true, "lockfiles": [], "has_dockerfile": true, "typed_language": false, "bootstrap_files": [], "has_devcontainer": false, "has_linter_config": true, "typecheck_configs": [], "agent_commit_share": 0.39, "toolchain_manifests": [], "dependency_bot_commit_share": 0 }, "components": [ { "key": "one_command_bootstrap", "name": "One-command bootstrap", "detail": null, "points": 0, "status": "missed", "details": [], "max_points": 18 }, { "key": "automated_tests", "name": "Automated tests", "detail": null, "points": 22, "status": "met", "details": [], "max_points": 22 }, { "key": "lint_format_config", "name": "Lint / format config", "detail": null, "points": 11, "status": "met", "details": [], "max_points": 11 }, { "key": "static_type_checking", "name": "Static type checking", "detail": null, 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Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 18:51 UTC

snowflakedb / snowflake-cli

Snowflake CLI is an open-source command-line tool explicitly designed for developer-centric workloads in addition to SQL operations.

PythonApache-2.0★ 263 stars⑂ 114 forkssince Aug 2022View on GitHub ↗
#cli#data-ops#devops-tools#snowflake#sql

snowflakedb/snowflake-cli holds a health index of 83 out of 100, placing it in the Good band. It scores highest on Vitality (99/100) and lowest on AI Readiness (55/100). It was last updated 2 days ago. 6 contributors account for most of its recent work.

83
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

83
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

SnowflakeOrganization
1,616 followers63 public repossince Jan 2014

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIsnowflake-cli3.23.01,005,1513810 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

99Excellent · 22% of overall

Development activity

99Excellent
How it's scored
36/36Push recency — last push 2 days ago
34.6/36Commit cadence — 50/52 weeks with commits
18/18Commit volume — 403 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year403
human_commit_share1
days_since_last_push2
active_weeks_last_year50

Release discipline

98Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 10 days ago
27/27Release cadence — a release every ~7.6 days
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Inputs used
releases_count100
latest_release_tagv3.23.0
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases7.6

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

77Good · 18% of overall

Popularity & adoption

63Moderate
How it's scored
39.2/60Stars — 263 stars
17.1/25Forks — 114 forks
6.2/15Watchers — 14 watchers
Inputs used
forks114
stars263
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes

Ecosystem adoption (downloads)

100Excellent
How it's scored
80/80Monthly downloads — 1,005,151 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagessnowflake-cli
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1,005,151
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

85Excellent · 24% of overall

Maintainer resilience (bus factor)

92Excellent
How it's scored
48.6/54Bus factor — 6 contributor(s) cover half of all commits
19.4/22.5Commit distribution — top contributor authored 14% of commits
13.5/13.5Contributor breadth — 72 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor6
contributors_sampled72
top_contributor_share0.137

Issue & PR responsiveness

70Good
How it's scored
38.8/46.8Issue resolution — 83% of issues closed
31.7/38.3PR acceptance — 2,175/2,622 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs2,175
open_issues69
closed_issues340
issue_closed_ratio0.831
closed_unmerged_prs447

Ownership & stewardship

78Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
23.1/25Owner reach — 1,616 followers of snowflakedb
25/25Track record — 63 public repos, account ~12 yr old
Inputs used
followers1,616
owner_typeOrganization
is_verified—
owner_loginsnowflakedb
public_repos63
account_age_days4,569

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 10 days ago
20/20Version history — 38 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagessnowflake-cli
ecosystemspypi
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

91Excellent · 20% of overall

Engineering practices

92Excellent
How it's scored
24/24CI workflows — 23 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicscli, data-ops, devops-tools, snowflake, sql
has_wikino
homepagehttps://docs.snowflake.com/developer-guide/snowflake-cli-v2/index
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

56Moderate · 16% of overall

Security posture

52Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 28 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): ci_tests, packaging. Remaining weights renormalized.

Dependency advisories

73Good
How it's scored
7.8/35Direct dependencies free of known advisories — 3 affected: click 8.1.8 (high 7.2), gitpython 3.1.50 (high 8.8), setuptools 80.8.0 (moderate 6.1)
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories12
affected_packages3
assessed_packages63
unassessed_packages0
affected_by_severityhigh 2, moderate 1
direct_affected_packages3
Matched the pypi:snowflake-cli@3.23.0 runtime dependency closure — what installing the published package pulls in — 63 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

55Moderate · 0% of overall

Agent context & guidance

40At risk
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 97 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.97
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

58Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config
0/11Static type checking
10/10Reproducible environment — Dockerfile
10/10Demonstrated agent practice — 39 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles—
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.39
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

54Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
53.9/55Manageable file sizes — 16/831 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes335,119
source_files_sampled831
oversized_source_files16

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — src/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto
0/20MCP server
40/40Runnable examples — example, notebooks
Inputs used
example_dirsexample, notebooks
has_mcp_signalno
api_schema_filessrc/snowflake/cli/_plugins/streamlit/proto/developer/v1/logs_service.proto

Key facts

263GitHub stars
72contributors
403commits, last 12 months
2days since last push
100releases
6bus factor
69open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 114 ⇿
0Stars
114Forks
100Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

02040608010012011342022-112024-092026-07
Major 1Minor 26Patch 18

Each point covers 4 days.

OpenSSF Scorecard 5.2 / 10
5.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-26 18:49 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities28 existing vulnerabilities detected
Direct dependencies 22
RegistryPackageVersion constraintManifest
PyPIclick==8.1.8pyproject.toml
PyPIGitPython==3.1.50pyproject.toml
PyPIPyYAML==6.0.2pyproject.toml
PyPIid==1.5.0pyproject.toml
PyPIjinja2==3.1.6pyproject.toml
PyPIpackaging==25.0pyproject.toml
PyPIpip==26.1.2pyproject.toml
PyPIpluggy==1.6.0pyproject.toml
PyPIprompt-toolkit==3.0.51pyproject.toml
PyPIprotobuf>=5.29.6,<6pyproject.toml
PyPIpydantic==2.12.5pyproject.toml
PyPIrequests==2.33.0pyproject.toml
PyPIrequirements-parser==0.13.0pyproject.toml
PyPIrich==14.0.0pyproject.toml
PyPIsetuptools==80.8.0pyproject.toml
PyPIsnowflake-connector-python==4.7.1pyproject.toml
PyPIsnowflake-snowpark-python==1.53.0pyproject.toml
PyPIsnowflake.core==1.10.0pyproject.toml
PyPItomlkit==0.13.3pyproject.toml
PyPItyper==0.17.3pyproject.toml
PyPIurllib3>=2.6.3,<3pyproject.toml
PyPIwebsocket-client>=1.6.0,<2pyproject.toml
All dependencies 96

Full resolved dependency set from the GitHub dependency graph: 28 direct and 68 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIclick8.1.8direct
PyPIgitpython3.1.50direct
PyPIid1.5.0direct
PyPIjinja23.1.6direct
PyPIpackaging25.0direct
PyPIpip26.1.2direct
PyPIpluggy1.6.0direct
PyPIprompt-toolkit3.0.51direct
PyPIprotobuf—direct
PyPIprotobuf5.29.6direct
PyPIpydantic1.10.13direct
PyPIpydantic2.12.5direct
PyPIpyyaml6.0.2direct
PyPIrequests2.33.0direct
PyPIrequirements-parser0.13.0direct
PyPIrich14.0.0direct
PyPIsetuptools80.8.0direct
PyPIsnowflake-connector-python—direct
PyPIsnowflake-connector-python4.7.1direct
PyPIsnowflake-core1.10.0direct
PyPIsnowflake-snowpark-python—direct
PyPIsnowflake-snowpark-python1.53.0direct
PyPItomlkit0.13.3direct
PyPItyper0.17.3direct
PyPIurllib3—direct
PyPIurllib32.6.3direct
PyPIwebsocket-client—direct
PyPIwebsocket-client1.9.0direct
PyPIaiohttp—indirect
PyPIannotated-types0.7.0indirect
PyPIasn1crypto1.5.1indirect
PyPIboto31.39.14indirect
PyPIbotocore1.39.14indirect
PyPIcertifi2025.7.14indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.2indirect
PyPIcloudpickle3.0.0indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.10.4indirect
PyPIcryptography46.0.6indirect
PyPIdummy-pkg-for-tests—indirect
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PyPIpywin32-ctypes0.2.3indirect
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PyPIsecretstorage3.3.3indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsmmap5.0.2indirect
PyPIsnowflake-cli—indirect
PyPIsnowflake-cli3.0.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsyrupy—indirect
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Dependency advisories 3

Installing pypi:snowflake-cli@3.23.0 pulls in 63 packages, direct and transitive: 3 carry known advisories, of which 3 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
click8.1.8directhigh18.3.3
gitpython3.1.50directhigh93.1.55
setuptools80.8.0directmoderate283.0.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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          "body": "…istory CLI commands (#97)\n\n* Add cli changes for invoking builder\n\nDescription\n\nTesting\n\n* Add job status and hisotyr command\n\nDescription\n\nTesting\n\n* Fix comments\n\nDescription\n\nTesting\n\n* Test fix\n\nDescription\n\nTesting\n\n* Fixes\n\nDescription\n\nTesting\n\n* Fix bugbot bugs\n\nDescription\n\nTesting\n\n* Test\n[…]\nption\n\nTesting\n\n* Formatting\n\nDescription\n\nTesting\n\n* Merge gate failure fix\n\nDescription\n\nTesting\n\n* Add release notes\n\nDescription\n\nTesting\n\nGitOrigin-RevId: bb12d25e1ededd44aa65fd675138db7fcabcc5fb",
          "is_bot": false,
          "headline": "feat(spcs): add remote-build, remote-build-status, and remote-build-h…",
          "author_name": "Supriya Vasudevan",
          "author_login": "sfc-gh-svasudevan",
          "committed_at": "2026-07-23T20:07:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cdd5684898d3414bca63052dcbe0108ba3f4ef34",
          "body": "…(#69)\n\n* Snowflake Apps: wire apps commands to built-in FQN expansion\n\nThe apps plugin read entity.fqn directly without resolving it against\nthe active connection, unlike other CLI commands. As a result a bare\nUSER$ database in snowflake.yml was never expanded to the caller's\npersonal database.\n\nCa\n[…]\nnoreply@anthropic.com>\n\n---------\n\nCo-authored-by: Cortex Code <noreply@snowflake.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nGitOrigin-RevId: 94475a35efd2b10c3f88807c7229a26b6767d3e6",
          "is_bot": false,
          "headline": "refactor: apps commands resolve bare USER$ personal database via FQN …",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-07-23T17:28:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "573864b9cbf6f18635572045fc0eca0a1775c14d",
          "body": "## Summary\n- `FQN.using_connection()` now expands a bare `USER$` database to the fully-qualified personal database (`USER$<username>`) when the connection carries a username.\n- The CLI needs the full name for validation queries (`SHOW DATABASES LIKE ...`) and error messages; the server already accep\n[…]\n/api/test_fqn.py` — covers bare `USER$`, quoted `\"USER$\"`, already-qualified PDB (no double-expansion), and no-username (no expansion) cases.\n\nGitOrigin-RevId: 1e2fcfabe06b7ee05ca1f0ba3bd1b662b3cff38d",
          "is_bot": false,
          "headline": "feat: expand bare USER$ to caller's personal database in FQN (#68)",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-07-23T16:24:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "27d7694c8db6d694a53e9b564f773c600bdcca56",
          "body": "…jects (#106)\n\n* SNOW-3445886: add environment variable and secret support for DCM projects\n\n`snow dcm deploy/plan/preview/raw-analyze` now collect declared\n`templating.env_vars`/`templating.env_secrets` from the shell\nenvironment and forward them via `ENVIRONMENT (?)`, matching the\nserver-side supp\n[…]\n.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n* review fixes\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>\nGitOrigin-RevId: 174c53bfa4a69c59053114e745113b00e5f68903",
          "is_bot": false,
          "headline": "SNOW-3445886: add environment variable and secret support for DCM pro…",
          "author_name": "Greg Jachimko",
          "author_login": "sfc-gh-gjachimko",
          "committed_at": "2026-07-23T15:53:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e5675061b3e7a26448f26c2a5727015b52bd9b2",
          "body": "GitOrigin-RevId: 41f954a944cd36330cf82d5f7fbfe4322f535739",
          "is_bot": false,
          "headline": "Promote DCM to GA (#109)",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-07-23T14:58:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3be8fcd60f583ff4590753806219d549099767c9",
          "body": "* Parallelize DCM stage upload\n\nUploading a DCM project's files to the temporary stage previously issued\none blocking PUT per directory, serially (StageManager.put_recursive).\nUpload wall-clock is dominated by per-PUT round-trip latency (GS query +\ncloud-storage handshake), not payload size, so proj\n[…]\nlds. DCM's parallel=1 is unaffected. Adds a regression test that fails if\nthe clamp is removed, and updates the docstring's \"hard cap\" claim.\n\nGitOrigin-RevId: d6b676ae4ae73ee8b9aaa05309479732074b44c9",
          "is_bot": false,
          "headline": "Parallelize DCM stage upload (#92)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-23T14:25:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d84cbd06f095326874106d8d9e01825316c835d",
          "body": "* `snow dcm plan` now supports the `--delta` flag\n\nThis option enables processing only of statements that have changed since the last deploy, plus statements potentially impacted by those changes.\n\nThe feature is no longer early-access, but it's PuPr as the whole DCM Projects feature.\n\nCo-Authored-B\n[…]\n enabled by setting:\n  SNOWFLAKE_CLI_FEATURES_ENABLE_DCM_PLAN_DELTA=true\n\n---------\n\nCo-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>\nGitOrigin-RevId: 814b8b088230772f34d98d809473273c6524e9ce",
          "is_bot": false,
          "headline": "`snow dcm plan` now supports the `--delta` flag (#100)",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-07-23T13:21:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "941f4e4ed402ac5e3806a2b4fec55274d01ddebb",
          "body": "test_list_with_in_account_flag asserted exact set-equality between the\ndatabases returned by `object list database --limit 100 --in-account`\nand a separate `show databases in account limit 100` SQL query.\n\nOn the shared integration account these two calls race against the many\nconcurrent test runs c\n[…]\ninistically\n(observed: a concurrent DB present in the SQL result but not the CLI\nresult), unrelated to the code under test.\n\nRemove the test.\n\nGitOrigin-RevId: 36ddc0f32c24cc38f3421388cff3c7d3012af946",
          "is_bot": false,
          "headline": "Remove flaky test_list_with_in_account_flag integration test (#111)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-23T12:20:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5fc146b97d644ae02866a498729963859c082312",
          "body": "GitOrigin-RevId: 14dc4005cee14259cd7d4962c027ea357ed8671c",
          "is_bot": false,
          "headline": "dcm changeset contains alter details (#103)",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-07-23T09:19:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d997c5754aa06d968c0f4e8cbc2d9880b8881459",
          "body": "* Snowflake Apps: remove legacy SPCS service flows\n\nSnowflake apps are now always deployed as APPLICATION SERVICE objects, so\ndrop the runtime detection and backward-compatibility paths that fell back\nto plain SPCS SERVICE objects.\n\n- Remove SnowflakeAppManager.is_application_service, get_service_st\n[…]\ne note for legacy service removal\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 62367f5b61eba2137577c096df518178defa534e",
          "is_bot": false,
          "headline": "Snowflake Apps: remove legacy SPCS service flows (#89)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-17T21:46:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "57bb56f80a493022b2c67ca90aa23521541d3803",
          "body": "* ci: add non-blocking UD integration job to PR checks\n\nAdds a `ud-integration` job to test_integration.yaml that runs the same\nsteps as the manual ud-manual-tests.yaml workflow on every trusted PR.\nThe job uses `continue-on-error: true` so it is informational only and\ndoes not block merging.\n\nCo-Au\n[…]\n python tests\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nGitOrigin-RevId: 412108c4b8ebcb720f4249047a6bcb0098439ac4",
          "is_bot": false,
          "headline": "SNOW-3511547: add non-blocking UD integration job to PR checks (#81)",
          "author_name": "Tomasz Urbaszek",
          "author_login": "sfc-gh-turbaszek",
          "committed_at": "2026-07-17T13:50:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1f7271110d3b126952c91188188e853be9fa00d3",
          "body": "GitOrigin-RevId: e4b71d6e033a5feec36aa7a525aed80c911fd0ca",
          "is_bot": false,
          "headline": "docs: update dbt deploy docs about --force flag",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-17T07:03:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c511090969f7e26c9a957098f986d3b30028b75",
          "body": "* Update release notes for 3.23.0\n\n* Bump dev version to 3.24.0\n\nGitOrigin-RevId: 1eb83d32b938d84eff5afc86a07012bb4296e251",
          "is_bot": false,
          "headline": "Bump release notes 3.23.0",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-16T11:19:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39efeea964a57e3178d7b3216ef26552a3f91ee6",
          "body": "GitOrigin-RevId: f63fe79d8ff07c335cd9eae986fd666bd8c32331",
          "is_bot": false,
          "headline": "chore: upgrade snowflake-snowpark-python",
          "author_name": "Jakub Maciej Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-16T06:34:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dd4326170e6ac59c713042487bbddabcfa2a751",
          "body": "GitOrigin-RevId: 65be1af7157a7015ae8c9c54ddd43c286ddb0314",
          "is_bot": false,
          "headline": "chore: upgrade snowflake-connector-python",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-16T06:34:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1579cc3cf756842cd1a87033f5328b68148eadf",
          "body": "GitOrigin-RevId: 87cad16613cfa0cbef64a7e18ddff58b57252658",
          "is_bot": false,
          "headline": "docs: fix section about installing from homebrew",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-15T11:19:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "104ec1dba80f1ca0d3c4d5db4016ff6857232368",
          "body": "* chore: report fetch_app_service_defaults span under caller span\n\nPass the caller's span name into\nSnowflakeAppManager.fetch_app_service_defaults so the server-defaults\ntelemetry span is named after (and reported under) the command that\ntriggered it (e.g. snowflake_app.setup.resolve_defaults.fetch_\n[…]\ny command's spans, not just apps.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 6a69af2a3cd02b5745c573241c3dc616df0ecf7e",
          "is_bot": false,
          "headline": "Snowflake Apps: telemetry span improvements and span error codes (#61)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-14T17:54:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6cfb24e9eb5477dfb81f82402d291f765370fe8b",
          "body": "* feat: context-aware help for `snow app`\n\nThe `snow app` command group serves two distinct app families -- Native\nApps and Snowflake App Runtime -- but `snow app --help` listed every\ncommand for both, making it noisy and hard to tell which commands apply\nto the current project.\n\nThis makes help con\n[…]\nean\" suggestions.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>\nGitOrigin-RevId: 2d92d8ed5608470fe0fcf2806238746fa77f5d3f",
          "is_bot": false,
          "headline": "feat: context-aware help for `snow app` (#67)",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-07-14T15:05:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8a66cd8ce0ee2d98f866d19df567a74757970ddf",
          "body": "…schema tags\n\nGitOrigin-RevId: 9047f905ca4eb8fd78bb8f80067163ef61141450",
          "is_bot": false,
          "headline": "SNOW-3766285: Fix streamlit redeploy incorrectly UNSETting inherited …",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-14T09:09:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d12a9164bf890c5f22431361ad84155b1c1561c",
          "body": "…events (#57)\n\n* SNOW-3755161 spcs service events: return service- and instance-level events\n\n`snow spcs service events` now returns service-level and\nservice-instance-level platform events in addition to container-level\nevents. `--container-name` and `--instance-id` are optional filters:\nwith neith\n[…]\nored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nGitOrigin-RevId: 4284e581f018348cebf39d7d85c60142c8bb9c1d",
          "is_bot": false,
          "headline": "SNOW-3755161 spcs service events: return service- and instance-level …",
          "author_name": "Adarsh Nandanwar",
          "author_login": "sfc-gh-anandanwar",
          "committed_at": "2026-07-14T06:38:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f216d101d3772abdef9845e31ec9e1eb3b12e1ca",
          "body": "Add a --watch flag to `snow app open` for Snowflake App Runtime projects.\nWith --watch the command no longer fails when the app service does not\nexist yet; it polls until the service is created and its endpoint is ready\nbefore opening (or printing) the URL. Waiting stops early with a clear\nerror if the service reports FAILED.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 6538c4107253860b88d667aee37d5b2e390fd833",
          "is_bot": false,
          "headline": "Snowflake Apps: add --watch to snow app open (#65)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-13T16:00:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ebadbfdf47989551af8ef2b36b8249bb749595a2",
          "body": "…ce (#35)\n\n* SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml precedence\n\nWhen ENABLE_DBT_PROJECTS_PROFILES_FILE_PRECEDENCE is on, snow dbt deploy\nnow recognises `dbt_projects_profiles.yml` in the --profiles-dir directory\nas a higher-precedence alternative to profiles.yml.  The winning f\n[…]\n\n  project source, so both remain in the deployed object. The warning\n  clarifies that dbt_projects_profiles.yml takes precedence at runtime.\n\nGitOrigin-RevId: 2ebc07ff0c82516f6bad51fe71fd9ef338a489f0",
          "is_bot": false,
          "headline": "SNOW-3659937: dbt deploy — support dbt_projects_profiles.yml preceden…",
          "author_name": "Nishant Jain",
          "author_login": "sfc-gh-nijain",
          "committed_at": "2026-07-10T21:28:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a722a9c1af8d364ac862b73f5afe49791fb10e1",
          "body": "* fix: try to warm up spcs services upfront\n\n* fix: use snowflake_session lazily\n\nGitOrigin-RevId: eb8f8c47450b4da10964eef16a5454333e69eacb",
          "is_bot": false,
          "headline": "fix: try to warm up spcs services upfront (#63)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-10T13:22:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "312eb436af0a236e11129325ec3676e24a6a2df9",
          "body": "…#56)\n\nsnow app deploy recreated the code stage by unconditionally dropping it\nbefore create so uploads always start empty. On a first deploy there is\nnothing to clear, yet the DROP still demanded OWNERSHIP the deploying\nrole need not hold. Gate the drop behind a new SnowflakeAppManager.\nstage_exist\n[…]\nn deploy, while existing stages are still dropped and\nrecreated to guarantee an empty upload.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nGitOrigin-RevId: 5e8aece12632dbf7fe1725f284fedd65ed67fa82",
          "is_bot": false,
          "headline": "Snowflake Apps: drop code stage before recreate only when it exists (…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-08T20:48:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "af5b74bb3a14f4940248a2427ed262edc9b034e1",
          "body": "* Update release notes for 3.22.0\n\n* Bump dev version to 3.23.0\n\nGitOrigin-RevId: eb02c9ebe88dfbe4e7333ed7558b0a90b4a6b694",
          "is_bot": false,
          "headline": "Bump release notes 3.22.0 (#51)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-07T13:14:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7073ee315fd2f01c26fbe33df076a7e745439cf",
          "body": "GitOrigin-RevId: 7bab71e18695eec9c59a01741f840da062d33ad4",
          "is_bot": false,
          "headline": "Add E2E PR reviewer eval test cases (#43)",
          "author_name": "Kamil Olszewski",
          "author_login": "sfc-gh-kolszewski",
          "committed_at": "2026-07-07T10:02:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de66f1962f237b51706cb30131469bf1c06c2870",
          "body": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)\"\n\nThis reverts commit 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa.\n\nGitOrigin-RevId: 9fa10ac3f5fc2c4ef81cf5bdb45265e027027b5c",
          "is_bot": false,
          "headline": "Revert \"Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\" (#50)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-07T08:56:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7b4372630e2f252d1605ab2240734682e8b505c",
          "body": "feat: align permission checking with Python connector semantics\nGitOrigin-RevId: 1782dd32e5aef3e9ea78b2da8481d4983a86d5d0",
          "is_bot": false,
          "headline": "Jw/snow 3718035 spcs permission bypass (#45)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T14:56:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5d9529834999155583d207694a5b6e5e199c6db",
          "body": "GitOrigin-RevId: c91b82acaae2d6e8719cf73e6564543089edf9d9",
          "is_bot": false,
          "headline": "NO-SNOW improve workflow for internal development",
          "author_name": "Przemek Rafalski",
          "author_login": "sfc-gh-prafalski",
          "committed_at": "2026-07-06T13:41:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a1a2aa8358c7e78f5571652d2d0a4837218bb7",
          "body": "* chore: skip running tests when ony .ai/review gets modified\n\n* Update changes.yaml\n\nGitOrigin-RevId: 4e299d4cdc71de2d9655394242257afa67a99c0a",
          "is_bot": false,
          "headline": "chore: skip running tests when ony .ai/review gets modified (#46)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61fd26732c254bb2ca10ac24c917bf5b0916361f",
          "body": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468)\n\nGitOrigin-RevId: 0d35546e0f9f21654ff5c45e3d7627a7ce34f2fa",
          "is_bot": false,
          "headline": "Update snowflake-connector-python to 4.7.0 (SNOW-3735468) (#44)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "960a24e82fced105fdcfa3dedf12047db8ad5c1a",
          "body": "…indows-unicode-output\n\nSnowflake Apps: fix UnicodeEncodeError crashing app events and setup --dry-run on Windows\n\nGitOrigin-RevId: d81aeab979c3bf53788ff87aaeea34806a37c821",
          "is_bot": false,
          "headline": "Merge pull request #41 from snowflake-eng/gbloom/snowflake-apps-fix-w…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:41:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d197109f61ff3c7797618d5b534ec5e86a118ec4",
          "body": "…created-stage-after-build\n\nSnowflake Apps: drop the code stage after the build completes\n\nGitOrigin-RevId: 8a8bb7d2d537768987eabe83d85b8387cd71a225",
          "is_bot": false,
          "headline": "Merge pull request #34 from snowflake-eng/gbloom/snowflake-apps-drop-…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:41:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ca1e095a9c6376e3722577709c288f964b6491c",
          "body": "* feat: initial ruleset\n\n* feat: autogenerated tests\n\n* feat: improve review rule tests\n\nGitOrigin-RevId: a845a17d166d55b0ab88bbbc16ac3df11fba1e08",
          "is_bot": false,
          "headline": "Jw/snow 3740721 arcticowl initial setup (#37)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75d1da607a589f2a8e4f17c494a9cb8571029944",
          "body": "…er-template\n\nExclude cookiecutter plugin template from Ruff\n\nGitOrigin-RevId: f205f09b7393b16cdc05ebc56d2a827416b4406d",
          "is_bot": false,
          "headline": "Merge pull request #28 from snowflake-eng/fix/ruff-exclude-cookiecutt…",
          "author_name": "Jan Bilek",
          "author_login": "sfc-gh-jbilek",
          "committed_at": "2026-07-06T13:41:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ada5227a1cd582529b25e624ee35bb0b67b542d1",
          "body": "GitOrigin-RevId: 80f5a402b9908397dcf6c8789d2c8e62baa4317f",
          "is_bot": false,
          "headline": "feat(dcm): handle issues in raw-analyze (#30)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "741c739d96ec64b03e81d25038a90d64e9dea965",
          "body": "…pplication-service-defaults\n\nSnowflake Apps: Use system function to fetch defaults\n\nGitOrigin-RevId: 68eec565428d533175d4414588be0a5a9c94ac6c",
          "is_bot": false,
          "headline": "Merge pull request #21 from snowflake-eng/gbloom/snowflake-apps-get-a…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:41:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3253d21dde599f4cbfad0c76d63290cefe76b736",
          "body": "GitOrigin-RevId: 8e0f8cb102c4858b3741b839008c5d00d601c1f6",
          "is_bot": false,
          "headline": "docs: route AI agents to the interface-first plugin workflow (#26)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:41:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d845be51458f1183c779b08d8281674c1a9cfa93",
          "body": "a permission needed to execute `snow dcm test` related integration test\n\nGitOrigin-RevId: 7e48b8a991b4a748c8068635ec3603589d254e2e",
          "is_bot": false,
          "headline": "test: grant permission to execute dmf in integration account (#27)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:41:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e22b1a05a70cf304c1c061173c585a39b004db9",
          "body": "Record the authentication type actually resolved on the connection for every\ncommand that opens one, so auth usage (password / key_pair / oauth /\nexternalbrowser / workload_identity / programmatic_access_token / ...) can be\nsegmented regardless of CI/CD environment.\n\nThis complements command_ci_auth\n[…]\no a customer endpoint never reaches telemetry; unknown\ntokens are recorded lower-cased rather than dropped.\n\nAddresses review feedback on #7.\n\nGitOrigin-RevId: 4a6a0377d4a5bcbb721dbe85fee67b63a54b725a",
          "is_bot": false,
          "headline": "Add command_auth_type telemetry field for resolved connection auth (#24)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1222dfd99095a8f7d6dff9044cac21caedc5ef4",
          "body": "fix: [SNOW-3444080] Preserve customer's original key order in profiles.yml and env.yml\nGitOrigin-RevId: 878571c5428213ec1b08ab288c750828b8e411f3",
          "is_bot": false,
          "headline": "Merge pull request #23 from snowflake-eng/fix/dbt-yaml-staging-fixes",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-07-06T13:40:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a38d6bb437d9801ca531e8c3256200c55e768aaf",
          "body": "…-status-describe-service\n\nSnowflake Apps: poll build job status via DESCRIBE SERVICE\n\nGitOrigin-RevId: d82f96428a041e0a59efc80336f7ffd774f60250",
          "is_bot": false,
          "headline": "Merge pull request #15 from snowflake-eng/gbloom/snowflake-apps-build…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-07-06T13:40:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76687c4d7304b70157e633a606e1a84cee9150a8",
          "body": "Record the authentication type the official Snowflake CI/CD integrations\nconfigure (currently \"oidc\") in a new command_ci_auth_type telemetry\nfield, read from the SF_CICD_AUTH_TYPE environment variable. Mirrors the\nexisting SF_CICD_INTEGRATION_VERSION / command_ci_integration_version\npattern. _get_c\n[…]\ningle resolution point so the value\nset can later be extended (e.g. inferred from the resolved connection)\nwithout changing the integrations.\n\nGitOrigin-RevId: 5740ce7b48dc73c6c6893605e801b95c326b17b2",
          "is_bot": false,
          "headline": "Add command_ci_auth_type telemetry field for CI/CD integrations (#7)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ea383c1e7f5c206ffd4ee8df64d9d74ad12b566",
          "body": "…tignore\n\nchore: NO-SNOW update .gitignore\nGitOrigin-RevId: d8a164371fa97dede4d07d3ab313bd2a19613d76",
          "is_bot": false,
          "headline": "Merge pull request #19 from snowflake-eng/prafalski/NO-SNOW-update-gi…",
          "author_name": "Przemek Rafalski",
          "author_login": "sfc-gh-prafalski",
          "committed_at": "2026-07-06T13:40:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "152b8fb88c1c410bd46361aa09d8aff345258c37",
          "body": "* docs: add interface-first plugin authoring guide\n\nAdd docs/contributing/writing-a-plugin.md describing the interface-first\nplugin pattern: the two-phase contribution workflow, defining the command\nsurface in interface.py, implementing handler.py, testing the spec/handler\ncontract, and wiring it to\n[…]\ne pyproject entry point required for snow plugin enable\n- explain that register_decorator's factory takes no args and returns the\n  decorator\n\nGitOrigin-RevId: cc8d6361c5198c88810a3abafd9226d16026ad69",
          "is_bot": false,
          "headline": "docs: add interface-first plugin authoring guide (#9)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ba01760ac6d238fa4ff573a5c674b7bf482de58",
          "body": "* feat: [SNOW-3614891] support tags on streamlit deploy\n\n* feat: [SNOW-3614891] refactor after first review\n\n* feat: [SNOW-3614891] add support for altering tags\n\n* fix(arctic-owl): apply review fixes (3 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\n* fix: fix quoting\n\nfix(arctic-owl): apply review fixes (2 files)\n\nfix(arctic-owl): apply review fixes (2 files)\n\nGitOrigin-RevId: 2dc32d659b120736219fc3e912a4452f14cb2a93",
          "is_bot": false,
          "headline": "feat: [SNOW-3614891] support tags on streamlit deploy (#8)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-07-06T13:40:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f3d2159214bc2eeaac3a292b3de898e76cd0abe",
          "body": "…l (#13)\n\nGitOrigin-RevId: be35e6e2da89c2b0ff7cdb777df1424664f21015",
          "is_bot": false,
          "headline": "Snowflake Apps: preserve quoted identifiers in generated snowflake.ym…",
          "author_name": "Jeremy Chen",
          "author_login": "sfc-gh-jchen",
          "committed_at": "2026-07-06T13:40:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3548a02d74624740ab504e4d49c3c81952b63240",
          "body": "…nowpark (#14)\n\n* refactor: replace Python version check with importability check for Snowpark\n\nPython 3.12+ is now supported by snowflake-snowpark-python, so tying\nthe guard to a hardcoded version ceiling is maintenance work that never\nends. Replace the sys.version_info check with a try/except Impo\n[…]\nis installed.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nGitOrigin-RevId: ab1fd2e0592637398583aa5ed2c35f243cd4b129",
          "is_bot": false,
          "headline": "refactor: replace Python version check with importability check for S…",
          "author_name": "Tomasz Urbaszek",
          "author_login": "sfc-gh-turbaszek",
          "committed_at": "2026-07-06T13:40:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f493c27abb14f3f184890a8f99d402ccfc121ff2",
          "body": "…nstead-of-replace\n\nfeat: use ALTER STREAMLIT instead of CREATE OR REPLACE for existing apps\nGitOrigin-RevId: 25fec8e76c297fd3a76df18ed927493ae11832c6",
          "is_bot": false,
          "headline": "Merge pull request #4 from snowflake-eng/zblackwood/streamlit-alter-i…",
          "author_name": "Zachary Blackwood",
          "author_login": "sfc-gh-zblackwood",
          "committed_at": "2026-07-06T13:40:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "195b4ccd7b21cbaef7696a9a70b600c018edff40",
          "body": "* chore: add interface-first plugin cookiecutter template\n\nScaffold under plugin-template/ for creating interface-first Snowflake\nCLI plugins. Supports both `group` (multiple subcommands) and `single`\ncommand plugins.\n\nGenerated projects follow the two-phase contribution workflow:\ninterface.py (Phas\n[…]\n(\"app\", \"bundle\",)`.\n\nVerified by rendering empty / single / multi parent paths across both\ncommand_type variants; all generated .py compile.\n\nGitOrigin-RevId: 40112e4db6603b4c56d83dc4dcba466562e176fb",
          "is_bot": false,
          "headline": "chore: add interface-first plugin cookiecutter template (#6)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-07-06T13:40:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ebc61fda983c9bf82d4bd0831a166108608cdff",
          "body": "* Snowflake Apps: add a dedicated service EAI.\n\nAllow snowflake-app projects to set a separate service external access integration while preserving the existing build_eai fallback for deployed application services.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Snowflake Apps: add release note \n[…]\nervice_eai support and clarify that the note applies to newly created application services.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: add a dedicated service_eai field (#3134)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-23T19:02:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "49b327c6a56deb54a0067ba5afb7fb845057eacc",
          "body": "* Snowflake Apps: keep setup dry runs non-failing\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Snowflake Apps: add dry-run release note\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Snowflake Apps: simplify setup dry-run exit handling\n\nNeutralize the exit code on a dry-run failure and r\n[…]\nrendering via Typer internals. Body extracted into an inner _run() to\nkeep the guard small.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: keep setup dry runs non-failing (#3133)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-23T17:41:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "818f8d913e5c3751faa1b3cd29c7f7fe1850bd52",
          "body": "Snowflake Apps: always use server-managed compute pools\n\n`snow app setup` no longer writes `build_compute_pool` /\n`service_compute_pool` to the generated `snowflake.yml`, and the\n`DEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL` /\n`DEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL` account parameters are no\nlon\n[…]\nat set these fields in `snowflake.yml` continue to be\nhonored by `snow app deploy` (the fields remain parseable and are still\nforwarded to the server).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: always use managed compute pools (#3129)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-22T21:29:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8c5be9a7ce1885f723af51732600bd2fe34830f8",
          "body": "* feat: add interface-first plugin framework\n\nIntroduce a declarative plugin API that separates a command's CLI surface\n(the spec) from its business logic (the handler):\n\n- interface.py: frozen dataclasses (ParamDef, CommandDef, CommandGroupSpec,\n  SingleCommandSpec), the ParamKind enum, the REQUIRE\n[…]\n command and subgroup names\n(command/command, subgroup/subgroup, and command/subgroup), mirroring the\nexisting duplicate-command guard. Adds tests for the subgroup/subgroup and\ncommand/subgroup cases.",
          "is_bot": false,
          "headline": "feat: [SNOW-3680799] add interface-first plugin framework (#2860)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-22T20:18:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a130178c1e34f051bcdc5a86fe5e1791818f3edb",
          "body": "chore: add telemetry spans to snowflake_app_setup\n\nWrap the `snowflake_app_setup` body in a top-level `snowflake_app.setup`\nspan and add child spans `snowflake_app.setup.get_personal_database`\n(personal-database lookup) and `snowflake_app.setup.write_manifest`\n(snowflake.yml write), so the command's\n[…]\ntrumentation only -- no behavior or output changes. Adds unit tests\nasserting the span tree and that the manifest-write span is skipped on\n`--dry-run`.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: add telemetry spans to setup command (#3124)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-22T17:04:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ef16de6614289d0ca3e953c2a62c8706c356530d",
          "body": "* Update release notes for 3.21.0\n\n* Bump dev version to 3.22.0",
          "is_bot": false,
          "headline": "Bump release notes 3.21.0 (#3126)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-22T12:47:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5deabf50bf1b4347cae28cc8da258cde3050849",
          "body": "…and improve output message (#3125)\n\n* fix: skip role validation in profiles.yml for Jinja-templated values\n\nWhen profiles.yml uses a Jinja expression as the role value (e.g.\n{{ env_var('DBT_ROLE') }}), _validate_role tried to USE ROLE with the\nraw template string, which Snowflake rejects. Jinja-tem\n[…]\nts: update assertions to match pluralized --use-shell-env-vars messages\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: skip role validation in profiles.yml for Jinja-templated values …",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-22T07:20:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "98540f4cae22556393b9748f71787261a5f1dc21",
          "body": "…#3123)\n\n* Snowflake Apps: record uploaded file count in upload telemetry span\n\nAdd a generic attributes mechanism to CLIMetricsSpan and use it to record\nthe number of files uploaded on the snowflake_app.upload.push_workspace_files\nand snowflake_app.upload.push_stage_files spans.\n\nCo-authored-by: Cu\n[…]\n workspace and stage flows. Reverts the generic span\nattribute additions to api/metrics.py.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: record uploaded file count in upload telemetry span (…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-19T21:52:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2e35d20ffdc4900bd5652bb8fe8b99a1c1958272",
          "body": "feat: upload snowflake-app code files in parallel\n\nUpload up to 5 app code files concurrently during `snow app deploy`\ninstead of one PUT at a time. Both the stage and workspace upload paths\nbuild their PUT statements and run them through a shared thread pool,\nyielding results in completion order so\n[…]\nr threads can resolve the\nshared connection from the CLI context, which lives in a ContextVar that\nThreadPoolExecutor threads do not otherwise inherit.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: upload code files in parallel (#3122)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-19T17:05:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3b82dbba520835a4a9f93ced47bd6b59f48700a8",
          "body": "* SNOW-2457402 Encoding handling fixes\n\n* Fix test\n\n* PR fixes",
          "is_bot": false,
          "headline": "SNOW-2457402 Encoding handling fixes (#3118)",
          "author_name": "Kamil Olszewski",
          "author_login": "sfc-gh-kolszewski",
          "committed_at": "2026-06-19T10:52:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e2bb95490d36d9b6db597ffdcd96601dcfabe5d",
          "body": "fix: recreate snow app code stage before upload\n\nsnow app deploy previously cleared an existing code stage with REMOVE\nbefore uploading. Stale chunks could remain and be mixed into the build,\nproducing incorrect or conflicting build artifacts. Drop and recreate the\nstage instead so each deploy always starts from an empty stage.\n\nRemoves the now-unused clear_stage and stage_exists helpers from the apps\nmanager and updates the affected unit tests.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: recreate code stage before upload (#3119)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-18T18:52:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5f1c623ffb49dd7990a6d181922c3203d0263147",
          "body": "…108)\n\n* feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute\n\nAdds a new --use-shell-env-vars option to `snow dbt execute` that\nforwards exported shell environment variables (DBT_* prefix, excluding\nDBT_ENV_SECRET_*) into the dbt execution context as ENV_VARS=().\nDesigned for CI/CD pip\n[…]\nhe\nserver (account-parameter-gated, drift-prone).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-3444081] add --use-shell-env-vars to snow dbt execute (#3…",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-18T07:47:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ddc501044d224ea685eae4b1dadc1644befd500f",
          "body": "* feat: add --server-session-keep-alive flag for connections\n\nAdd a new CLI flag `--server-session-keep-alive` that prevents Snowflake\nfrom closing idle sessions. This is useful for long-running operations\nor connections held open between multiple operations.\n\nThe flag:\n- Works with both named conne\n[…]\nase note from v3.20.0 (already\nreleased) to the Unreleased version section.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add --server-session-keep-alive flag for connections (#3100)",
          "author_name": "Rajaram Gaunker",
          "author_login": "sfc-gh-rgaunker",
          "committed_at": "2026-06-17T15:55:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "95bdfa57ff192533c7a00b55c4cd11667b7dc2f4",
          "body": "* Snowflake Apps: scope snowflake.yml UTF-8 handling to `snow app` commands\n\nThe previous fix forced UTF-8 decoding of snowflake.yml globally in the\nshared project-definition loader, overriding cli.encoding.file_io for every\ncommand family. This removes that global assumption and instead pins the\npr\n[…]\nding.file_io`, that setting\ntakes precedence for both reads and the `snow app setup` write.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Scope snowflake.yml UTF-8 handling to `snow app` commands (#3114)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-17T13:20:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fa5a0f92737f6ccc03a561d19feed992e99863e8",
          "body": null,
          "is_bot": false,
          "headline": "chore: improve permissions in github actions (#3117)",
          "author_name": "Przemek Rafalski",
          "author_login": "sfc-gh-prafalski",
          "committed_at": "2026-06-17T12:21:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e81924cf672923802c961f1e8c685b494188f5c",
          "body": "…er v5 (#3113)\n\n* fix: make REST error handling work on connector v4 and Universal Driver v5\n\nThe object-create REST path imported HTTP error handling from the legacy\nconnector's vendored `requests` (`snowflake.connector.vendored.requests.\nexceptions.HTTPError`), which the Universal Driver v5 remove\n[…]\no\nthe real connector module, which exists there).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: make REST error handling work on connector v4 and Universal Driv…",
          "author_name": "Tomasz Urbaszek",
          "author_login": "sfc-gh-turbaszek",
          "committed_at": "2026-06-17T12:03:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e391f4df417a8cce8aa1f2f44e6fb9890ec62378",
          "body": "* fix: [SNOW-3253006] avoid PUT directory error on snowflake-app stage upload\n\nThe snowflake-app stage upload delegated to StageManager.put_recursive with\ntemp_directory set to the live bundle root. That helper uploads via\n`PUT <dir>/*`, whose glob also matches subdirectories, which the connector\nre\n[…]\ns that exercise the upload phase\non windows-latest (every PR) and macos-latest (scheduled).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: escape glob metacharacters in deploy PUT sources (#3110)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-16T21:52:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "599976e92242dae0a3bd72a039e7a16142bf6d30",
          "body": "* feat: [SNOW-3444080] add env.yml support to snow dbt deploy\n\nAdds three flags to `snow dbt deploy` that bring env.yml into the deploy\nflow alongside profiles.yml:\n\n- `--env-file-dir <path>`: inject env.yml from a separate directory into\n  the staged project root, mirroring `--profiles-dir`.\n- `--d\n[…]\n- Drop trailing blank line left over from rebase.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-3444080] add env.yml support to snow dbt deploy (#3097)",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-16T19:43:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a996c9b4ef7301169f9238f8580cfd1ddd44ba94",
          "body": "* Snowflake Apps: rename --deploy-only to --promote-only\n\nRename the `snow app deploy` `--deploy-only` flag (Snowflake Apps Deploy\nflow) to `--promote-only`. The previous `--deploy-only` name is retained\nas a hidden, backward-compatible alias so existing scripts keep working.\n\nUpdates the flag defin\n[…]\nent@cursor.com>\n\n* Snowflake Apps: clarify --deploy-only alias is temporary in release note\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: rename `--deploy-only` to `--promote-only` (#3112)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-16T15:48:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d9c87b01a3d5a41974578f38e0dc8024e9fd14d9",
          "body": "…flake.yml (#3107)\n\n* Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snowflake.yml\n\nThe project-definition loader read snowflake.yml in text mode without an\nexplicit encoding, so Python fell back to the platform default code page\n(cp1252 on Windows). A non-ASCII character in the de\n[…]\nd\nfunnels through — and treat both None and the \"locale\" sentinel as the\nunguarded default.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: fix Windows UnicodeDecodeError reading non-ASCII snow…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-15T13:48:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5b59b024a6eb327ce38235f5397bf9ae5ae65d2",
          "body": "fix: [NOSNOW] fix dcm integration tests",
          "is_bot": false,
          "headline": "fix: [SNOW-3655490] fix dcm integration tests (#3109)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-06-15T11:16:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb860b82d73ce0126165f9ac2f86cc502e9d131d",
          "body": "* SNOW-2457402 Unify encoding support\n\n* Add encoding to path related operations\n\n* Add encoding warnings\n\n* Add unit tests\n\n* Mior warning change\n\n* Fix for file opened in binary mode\n\n* Add statement reader tests\n\n* Fixes to unit tests\n\n* Integration tests\n\n* Fixing integration tests\n\n* Remove str\n[…]\n Add release notes\n\n* Test fixes\n\n* Fix stdout encoding side effects in tests\n\n* Use CSV format in stdout encoding integration tests\n\n---------\n\nCo-authored-by: Oskar Lorek <oskar.lorek@snowflake.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-2457402] Unify encoding support in SnowCLI (#2792)",
          "author_name": "Kamil Olszewski",
          "author_login": "sfc-gh-kolszewski",
          "committed_at": "2026-06-15T08:54:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea0154f550557b5e5b999900d8d52a729ef159d9",
          "body": "…(#2855)\n\n* Add Cortex AI end-to-end PR review workflow\n\nAdds a GitHub Actions workflow and orchestration script that uses the Cortex Code CLI as an autonomous agent to perform E2E verification of CLI behavioral changes on pull requests. The agent gets a dedicated Snowflake playground database and v\n[…]\ns any API error fail closed.\n\n* Change the user used by E2E reviewer\n\n* Fix the action trigger to check for ADMIN privileges\n\n---------\n\nCo-authored-by: Kamil Olszewski <kamil.olszewski@snowflake.com>",
          "is_bot": false,
          "headline": "SNOW-3329144: Add Cortex Code CLI agent for autonomous E2E PR review …",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-15T08:10:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e0246ebf32a85b9799e2528de691ee7760cca646",
          "body": "…3105)\n\n* SNOW-3388436 Link or copy DCM files to upload in the temporary directory rather than the output directory in the project root folder\n\n* Apply suggestion: Pass tmp_path to local_path",
          "is_bot": false,
          "headline": "SNOW-3388436 Link or copy DCM files to upload in the temporary dir (#…",
          "author_name": "Lukasz Kyc",
          "author_login": "sfc-gh-lkyc",
          "committed_at": "2026-06-12T06:42:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "914ad24d892a198eda9aa73713c5eab3b4a9e8aa",
          "body": "…idation (#3065)\n\n* feat: [SNOW-3579570] replace dbt-version regex with server-driven validation\n\nThe previous regex (^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$) rejected valid\nversions like 2.0.0-preview.175 and had to be updated each time the\nserver introduced a new naming pattern.\n\nFor deploy, DBTManager no\n[…]\new changes belong. Also drops the original long-form\nduplicate of the same bullet that was carried into v3.20.0 by the bump.\n\n---------\n\nCo-authored-by: Jakub Wilkowski <jakub.wilkowski@snowflake.com>",
          "is_bot": false,
          "headline": "feat: [SNOW-3579570] replace dbt-version regex with server-driven val…",
          "author_name": "Andrew Faulds",
          "author_login": "sfc-gh-afaulds",
          "committed_at": "2026-06-11T15:28:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7579ea2c5004cb9f7f741504f668f27bbf1d9236",
          "body": "chore: hide snowflake-app compute pool option/fields and drop managed-pool param checks\n\nHide the `snow app setup --compute-pool` option and the `build_compute_pool` /\n`service_compute_pool` snowflake-app entity fields from help and the generated\nproject-definition JSON schema (via SkipJsonSchema), \n[…]\ne\nDEFAULT_SNOWFLAKE_APPS_BUILD_COMPUTE_POOL /\nDEFAULT_SNOWFLAKE_APPS_SERVICE_COMPUTE_POOL account parameters and any pools\nconfigured in snowflake.yml.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: hide compute pool option/fields (#3104)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-11T12:33:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "089b55bd7ccf4210135800f23421d01f1fa0e0b8",
          "body": "* Add no prompt exit option to repl\n\n* Also get no_prompt_exit option from env var or config\n\n* Rename no_prompt_exit option to no_prompt_exit_repl\n\n* Add test for no_prompt_exit_repl option\n\n* Clarify no_prompt_exit_repl option help\n\n* Use get_config_bool_value and default envvar for no_prompt_exit\n[…]\nonfig getter mock\n\n* Update help message snapshots for --no-prompt-exit-repl option\n\nCo-Authored-By: Remi Salmon <salmon.remi@gmail.com>\n\n---------\n\nCo-authored-by: Remi Salmon <salmon.remi@gmail.com>",
          "is_bot": false,
          "headline": "Add --no-prompt-exit-repl option to snow sql REPL (#3103)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-06-11T12:26:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24b04dc7b3880b451ec797f11bc72320543b7c4a",
          "body": "…096)\n\n* feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute\n\n`--env` selects a named environment from `env.yml` at execution time\n(`NO_ENV` skips the file entirely). `--env-vars` accepts a YAML/JSON\nobject of overrides applied on top of the selected environment, mirroring\n`dbt run --v\n[…]\n8)\n- Gate --env and --env-vars behind ENABLE_DBT_PROJECT_ENV_VARS feature\n  flag per PrPr lifecycle rules; remove RELEASE-NOTES entry; update\n  snapshots so hidden options don't appear in --help (#10)",
          "is_bot": false,
          "headline": "feat: [SNOW-3563127] add --env and --env-vars to snow dbt execute (#3…",
          "author_name": "Yuxin Ding",
          "author_login": "sfc-gh-yuding",
          "committed_at": "2026-06-11T10:38:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8964b6c967f036b4b05d45e195cd49ba93e59da",
          "body": "…ameters (#3102)\n\nSHOW PARAMETERS returns a non-empty value with an empty level string when\na parameter has never been explicitly set (i.e. it is at the system\ndefault). Previously the CLI treated these system defaults as\nadmin-configured values, causing build_compute_pool and\nservice_compute_pool to appear in snow app setup output even after\nALTER ACCOUNT UNSET. Now only parameters with a non-empty level\n(ACCOUNT or USER) are used.\n\nCo-authored-by: Cortex Code <noreply@snowflake.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: skip system-default parameters in fetch_snow_apps_par…",
          "author_name": "Myles Borins",
          "author_login": "sfc-gh-mborins",
          "committed_at": "2026-06-10T18:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7dde67b9904cdf85598f08872ce1e41278e5c08",
          "body": "…snow app setup\" (#3099)\n\n* feat: support warehouse, database and schema overrides in snow app setup\n\n`snow app setup` now treats the global --warehouse, --database, and\n--schema connection options as explicit overrides for the generated\nsnowflake.yml, taking precedence over account parameters and c\n[…]\n not belong to the\nrequested database. Require --schema alongside --database to avoid this.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: support warehouse, database and schema overrides in \"…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-10T17:30:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cee788e2e997dba29663047d43e83adc6b22ed0f",
          "body": "…x (#3101)\n\n* Snowflake Apps: clearer deploy errors and Windows workspace upload fix\n\nSurface privilege failures during the upload phase of `snow app deploy`\nas actionable CliErrors instead of raw ProgrammingErrors. Both the stage\n(`prepare_stage`) and workspace (`prepare_workspace`) paths now repor\n[…]\nndows file-URI fix)\nagainst a real account without needing build/service compute resources.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: clearer deploy errors and Windows workspace upload fi…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-10T17:30:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f06ddc5eb70607a5b388cbdb5d2f5fd74279ff4c",
          "body": "feat: support bare string for snowflake-app build_eai\n\nExternal access integrations are account-level objects, so build_eai now\naccepts a bare name string (e.g. `build_eai: MY_EAI`) in addition to the\nexisting object form with a single `name` field.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: support bare string for snowflake-app build_eai (#3098)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-09T20:30:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5d446e648a9ef609db7fac1f83d4f640e23ee594",
          "body": null,
          "is_bot": false,
          "headline": "docs: add CLI design principles to adding-commands.md (#3093)",
          "author_name": "Jan Bílek",
          "author_login": "sfc-gh-jbilek",
          "committed_at": "2026-06-09T09:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "577bba92a692d2a6565b4804170c47ab37fcce12",
          "body": "…ions (#3095)\n\n* Snowflake Apps: always use a workspace for personal-database destinations\n\nPersonal databases (USER$<user>) do not support stages, but the\nworkspace-vs-stage decision keyed off config provenance (the database\nresolving from the built-in personal-DB default tier) / explicit config\nra\n[…]\n: bool` field with a clearer\n`type: \"workspace\" | \"stage\"` literal, per PR review feedback.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: always use a workspace for personal-database destinat…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-08T20:03:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0ccafa96935a05a728592802428d212ed75ccdbc",
          "body": "* refactor: remove unused snowflake-app entity model fields\n\nDrop fields that were defined on the snowflake-app entity model but never\nread by `snow app setup` or `snow app deploy`: service_eai, app_port,\nbuild_image, execute_as_caller, dev_roles, and image_repository (plus the\nnow-unused ImageRepos\n[…]\nxplicit rule so the native-apps\nteam co-owns these fixtures alongside the other apps paths.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: remove unused snowflake-app entity model fields (#3089)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-08T14:07:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ee5adf23a1eca581ec773a268cc7cf8c958dda37",
          "body": "* chore: upgrade pip to 26.1.2\n\n* fix: use sys.executable -m pip in test plugin install fixtures",
          "is_bot": false,
          "headline": "chore: upgrade pip to 26.1.2 (#3090)",
          "author_name": "Jakub Wilkowski",
          "author_login": "sfc-gh-jwilkowski",
          "committed_at": "2026-06-08T13:38:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6abd6a4d5748156f9af77153372571f93486d5d8",
          "body": "* Update release notes for 3.20.0\n\n* Bump dev version to 3.21.0",
          "is_bot": false,
          "headline": "Bump release notes 3.20.0 (#3091)",
          "author_name": "Oskar Lorek",
          "author_login": "sfc-gh-olorek",
          "committed_at": "2026-06-08T11:27:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cacaa6f948f11754a2cabc0ae737af24a0d16a9e",
          "body": "…tion is inaccessible (#3088)\n\n* Snowflake Apps: fall back to personal DB when account default destination is inaccessible\n\nVerify the current role can access the account-configured destination\ndatabase/schema (DEFAULT_SNOWFLAKE_APPS_DESTINATION_DATABASE/SCHEMA)\nbefore using them. When the database \n[…]\name user-facing\n\"Snowflake Apps\" / \"SnowApps\" text to the official \"Snowflake App Runtime\".\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: fall back to personal DB when account default destina…",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-05T22:13:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0d76a8d9d7c562fed5f1c2a2603b61af2abd6f84",
          "body": "fix: skip snow app query spinner in non-interactive mode\n\nHonor --no-interactive (and detect non-interactive output such as piped/\nredirected/CI) so `snow app` commands do not emit a loading spinner while\nrunning queries, avoiding spinner control characters in captured output.\nThe spinner interactivity is scoped to the apps plugin.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Snowflake Apps: skip query spinner in non-interactive mode (#3078)",
          "author_name": "Guy Bloom",
          "author_login": "sfc-gh-gbloom",
          "committed_at": "2026-06-05T13:58:36Z",
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "merged_prs": 2175,
              "open_issues": 69,
              "closed_issues": 340,
              "issue_closed_ratio": 0.831,
              "closed_unmerged_prs": 447
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "83% of issues closed",
                "points": 38.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 83
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2175/2622 decided PRs merged",
                "points": 31.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2175,
                      "decided": 2622
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1616,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "snowflakedb",
              "public_repos": 63,
              "account_age_days": 4569
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,616 followers of snowflakedb",
                "points": 23.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1616,
                      "login": "snowflakedb"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "63 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 63
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "snowflake-cli"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "38 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 91,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "23 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 23
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "cli",
                "data-ops",
                "devops-tools",
                "snowflake",
                "sql"
              ],
              "has_wiki": false,
              "homepage": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.snowflake.com/developer-guide/snowflake-cli-v2/index",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 56,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "28 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the pypi:snowflake-cli@3.23.0 runtime dependency closure — what installing the published package pulls in — 63 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:snowflake-cli@3.23.0",
                  "assessed": 63
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "source": "osv",
              "advisories": 12,
              "affected_packages": 3,
              "assessed_packages": 63,
              "unassessed_packages": 0,
              "affected_by_severity": "high 2, moderate 1",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: click 8.1.8 (high 7.2), gitpython 3.1.50 (high 8.8), setuptools 80.8.0 (moderate 6.1)",
                "points": 7.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "click 8.1.8 (high 7.2), gitpython 3.1.50 (high 8.8), setuptools 80.8.0 (moderate 6.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 63,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 55,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.97,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "97 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.39,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "39 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
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    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
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}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.