Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-16 00:59 UTC

pulumi / pulumi-snowflake

Makefile · Go · ShellApache-2.0★ 20 stars⑂ 5 forkssince Jul 2021View on GitHub ↗

pulumi/pulumi-snowflake holds a health index of 72 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (54/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

72
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.

72
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

PulumiOrganization
1,310 followers427 public repossince Sep 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/pulumi/pulumi-snowflakev2.18.0+incompatible-1277 days ago
Gogithub.com/pulumi/pulumi-snowflake/sdk/v2v2.18.0-237 days ago

Metrics by category

Vitality

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

95Excellent · 22% of overall

Development activity

98Excellent
How it's scored
36/36Push recency — last push 1 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 197 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year197
human_commit_share—
days_since_last_push1
active_weeks_last_year49

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 7 days ago
27/27Release cadence — a release every ~25.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2.18.0
releases_from_tagsno
days_since_latest_release7
mean_days_between_releases25.3

Community & Adoption

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

57Moderate · 18% of overall

Popularity & adoption

32At risk
How it's scored
20.7/60Stars — 20 stars
5/25Forks — 5 forks
6.2/15Watchers — 14 watchers
Inputs used
forks5
stars20
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

70Good · 24% of overall

Maintainer resilience (bus factor)

41At risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.8/22.5Commit distribution — top contributor authored 61% of commits
13.5/13.5Contributor breadth — 13 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled13
top_contributor_share0.611

Issue & PR responsiveness

72Good
How it's scored
43.1/46.8Issue resolution — 92% of issues closed
27.9/38.3PR acceptance — 684/938 decided PRs merged
1.5/15OpenSSF Scorecard: Code-Review — Found 3/30 approved changesets -- score normalized to 1
Inputs used
merged_prs684
open_issues23
closed_issues267
issue_closed_ratio0.921
closed_unmerged_prs254

Ownership & stewardship

77Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22.4/25Owner reach — 1,310 followers of pulumi
25/25Track record — 427 public repos, account ~9 yr old
Inputs used
followers1,310
owner_typeOrganization
is_verified—
owner_loginpulumi
public_repos427
account_age_days3,601

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 2 package(s) on go
35/35Publish recency — latest publish 7 days ago
20/20Version history — 127 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/pulumi/pulumi-snowflake, github.com/pulumi/pulumi-snowflake/sdk/v2
ecosystemsgo
any_deprecatedno
min_days_since_publish7

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 22 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

65Moderate
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

54Moderate · 16% of overall

Security posture

54Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/30 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 5 contributing companies or organizations
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 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 51 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.4
Excluded from scoring (no data or not applicable): branch_protection, packaging. Remaining weights renormalized.

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.

80Good · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .github/copilot-instructions.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes5,798
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

98Excellent
How it's scored
18/18One-command bootstrap — .config/mise.toml, Makefile, mise.toml
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — examples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageno
bootstrap_files.config/mise.toml, Makefile, mise.toml
has_devcontaineryes
has_linter_configyes
typecheck_configsexamples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

81Good
How it's scored
27/45Type-checkable code — Makefile with type-check config (examples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed)
54.2/55Manageable file sizes — 99/6,691 source files over 60KB
Inputs used
primary_languageMakefile
largest_source_bytes4,162,048
source_files_sampled6,691
oversized_source_files99

Machine-readable interfaces

40At risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files—

Key facts

20GitHub stars
13contributors
197commits, last 12 months
1days since last push
100releases
1bus factor
23open issues
Go, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 5.4 / 10
5.4aggregate

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 · 2026-07-16 00:59 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/30 approved changesets -- score normalized to 1
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities51 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
Gogithub.com/pulumi/pulumi/pkg/v3v3.251.0examples/go.mod
Gogithub.com/Snowflake-Labs/terraform-provider-snowflakev1.2.1provider/go.mod
Gogithub.com/pulumi/providertestv0.7.0provider/go.mod
Gogithub.com/pulumi/pulumi-terraform-bridge/v3v3.134.0provider/go.mod
Gogithub.com/stretchr/testifyv1.11.1provider/go.mod
Gogithub.com/blang/semverv3.5.1+incompatiblesdk/go.mod
Gogithub.com/pulumi/pulumi/sdk/v3v3.251.0sdk/go.mod
All dependencies 448

Full resolved dependency set from the GitHub dependency graph: 13 direct and 435 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/blang/semverv3.5.1+incompatibledirect
Gogithub.com/pulumi/providertestv0.7.0direct
Gogithub.com/pulumi/pulumi-terraform-bridge/v33.4.0direct
Gogithub.com/pulumi/pulumi-terraform-bridge/v3v3.134.0direct
Gogithub.com/pulumi/pulumi/pkg/v33.0.0direct
Gogithub.com/pulumi/pulumi/pkg/v3v3.251.0direct
Gogithub.com/pulumi/pulumi/sdk/v33.0.0direct
Gogithub.com/pulumi/pulumi/sdk/v33.14.0direct
Gogithub.com/pulumi/pulumi/sdk/v33.4.0direct
Gogithub.com/pulumi/pulumi/sdk/v33.6.0direct
Gogithub.com/pulumi/pulumi/sdk/v33.68.0direct
Gogithub.com/pulumi/pulumi/sdk/v3v3.251.0direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gocel.dev/exprv0.25.1indirect
Gocloud.google.com/gov0.123.0indirect
Gocloud.google.com/go/authv0.18.2indirect
Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirect
Gocloud.google.com/go/compute/metadatav0.9.0indirect
Gocloud.google.com/go/iamv1.5.3indirect
Gocloud.google.com/go/kmsv1.26.0indirect
Gocloud.google.com/go/loggingv1.13.2indirect
Gocloud.google.com/go/longrunningv0.8.0indirect
Gocloud.google.com/go/monitoringv1.24.3indirect
Gocloud.google.com/go/storagev1.61.3indirect
Godario.cat/mergo1.0.0indirect
Gogithub.com/99designs/go-keychainv0.0.0-20191008050251-8e49817e8af4indirect
Gogithub.com/99designs/keyringv1.2.2indirect
Gogithub.com/aead/chacha200.0.0-20180709150244-8b13a72661daindirect
Gogithub.com/aead/chacha20v0.0.0-20180709150244-8b13a72661daindirect
Gogithub.com/agext/levenshtein1.2.1indirect
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Gogithub.com/apache/arrow-go/v18v18.6.0indirect
Gogithub.com/apparentlymart/go-cidrv1.1.0indirect
Gogithub.com/apparentlymart/go-textseg/v1313.0.0indirect
Gogithub.com/apparentlymart/go-textseg/v13v13.0.0indirect
Gogithub.com/apparentlymart/go-textseg/v15v15.0.0indirect
Gogithub.com/armon/go-radixv1.0.0indirect
Gogithub.com/atotto/clipboardv0.1.4indirect
Gogithub.com/aws/aws-sdk-go-v2v1.41.11indirect
Gogithub.com/aws/aws-sdk-go-v2v1.42.0indirect
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.12indirect
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.13indirect
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.20indirect
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.25indirect
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.19indirect
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.24indirect
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.25indirect
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.29indirect
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/managerv1.22.28indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.27indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.29indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.27indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.29indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.26indirect
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.30indirect
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchlogsv1.74.4indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.10indirect
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Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.18indirect
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Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.25indirect
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Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.25indirect
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.29indirect
Gogithub.com/aws/aws-sdk-go-v2/service/kmsv1.50.3indirect
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Gogithub.com/azure/azure-sdk-for-go/sdk/security/keyvault/internalv1.2.0indirect
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Gogithub.com/cyphar/filepath-securejoin0.2.4indirect
Gogithub.com/danieljoos/wincredv1.2.3indirect
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/deckarep/golang-set/v2v2.5.0indirect
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Gogithub.com/git-pkgs/versv0.2.4indirect
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Gogithub.com/goccy/go-jsonv0.10.6indirect
Gogithub.com/goccy/go-yamlv1.19.2indirect
Gogithub.com/godbus/dbusv0.0.0-20190726142602-4481cbc300e2indirect
Gogithub.com/gofrs/flock0.7.1indirect
Gogithub.com/gofrs/uuid3.3.0+incompatibleindirect
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Gogithub.com/gofrs/uuidv4.3.1+incompatibleindirect
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Gogithub.com/golang-jwt/jwt/v5v5.3.1indirect
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Gogithub.com/golang/groupcache0.0.0-20210331224755-41bb18bfe9daindirect
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                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "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 3/30 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "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 3 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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "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": "51 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": "good",
        "name": "AI Readiness",
        "value": 80,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
              ],
              "agent_instruction_max_bytes": 5798
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md"
                    }
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 98,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                ".config/mise.toml",
                "Makefile",
                "mise.toml"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "examples/user/ts/tsconfig.json",
                "sdk/nodejs/tsconfig.json",
                "sdk/python/pulumi_snowflake/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": ".config/mise.toml, Makefile, mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".config/mise.toml, Makefile, mise.toml"
                    }
                  }
                ],
                "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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "examples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Makefile",
              "largest_source_bytes": 4162048,
              "source_files_sampled": 6691,
              "oversized_source_files": 99
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Makefile with type-check config (examples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "examples/user/ts/tsconfig.json, sdk/nodejs/tsconfig.json, sdk/python/pulumi_snowflake/py.typed",
                      "language": "Makefile"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "99/6691 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 6691,
                      "oversized": 99
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-16T00:59:57.890516Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pulumi/pulumi-snowflake.svg",
  "full_name": "pulumi/pulumi-snowflake",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.11.0 — full methodology · metrics wiki.

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