Public record
Software health reportschema 0.29.0 · metrics 2.3.1 · 2026-08-02 22:59 UTC

OvertureMaps / schema

Overture Maps Schema

PythonCC-BY-4.0★ 205 stars⑂ 19 forkssince Jun 2023View on GitHub ↗
KindCommand-line toolhow this is determined

OvertureMaps/schema holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (93/100) and lowest on AI Readiness (65/100). It was last updated 1 day ago. 3 contributors account for most of its recent work.

94
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

94
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

Overture MapsOrganization
978 followers21 public repossince Dec 2022

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

Metrics by category

Vitality

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

93Exceptional · 21% of overall
How it's scored
36/36Push recency — last push 1 days ago
30.5/36Commit cadence — 44/52 weeks with commits
18/18Commit volume — 430 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year430
human_commit_share0.79
days_since_last_push1
active_weeks_last_year44
How it's scored
27/27Ships releases — 28 releases published
36/36Release recency — latest release 12 days ago
19.8/27Release cadence — a release every ~47.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count28
latest_release_tagv1.18.0
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases47.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

74Good · 17% of overall
How it's scored
37.5/60Stars — 205 stars
10.5/25Forks — 19 forks
9.8/15Watchers — 59 watchers
Inputs used
forks19
stars205
watchers59
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (CC-BY-4.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes

Sustainability & Governance

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

73Good · 23% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
17.4/22.5Commit distribution — top contributor authored 23% of commits
13.5/13.5Contributor breadth — 46 contributors
10/10OpenSSF Scorecard: Contributors — project has 27 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled46
top_contributor_share0.228
How it's scored
25.3/42Issue resolution — 60% of issues closed
24.5/30PR acceptance — 350/428 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs350
open_issues46
closed_issues70
prs_merged_7d5
prs_decided_7d5
prs_merged_30d23
prs_decided_30d25
issue_closed_ratio0.603
closed_unmerged_prs78
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21.5/25Owner reach — 978 followers of OvertureMaps
17/25Track record — 21 public repos, account ~3 yr old
Inputs used
followers978
owner_typeOrganization
is_verified
owner_loginOvertureMaps
public_repos21
account_age_days1,326

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 19% of overall
How it's scored
24/24CI workflows — 13 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://docs.overturemaps.org/schema
10/10Repository description
10/10Topics — 4 topics
0/10Wiki
Inputs used
topicsschema, geospatial-data, overture-maps, open-standards
has_wikino
homepagehttp://docs.overturemaps.org/schema
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

85Excellent · 16% of overall

Security posture

81Excellent
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 20 out of 20 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 27 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 23 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
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate8.1
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages63
unassessed_packages26
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 63 resolved dependencies against OSV. 26 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

65Good · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 63 of 79 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.797
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — packages/overture-schema-addresses-theme/src/overture/schema/addresses/py.typed, packages/overture-schema-annex/src/overture/schema/py.typed, packages/overture-schema-base-theme/src/overture/schema/base/py.typed, packages/overture-schema-buildings-theme/src/overture/schema/buildings/py.typed, packages/overture-schema-cli/src/overture/schema/cli/py.typed, packages/overture-schema-codegen/src/overture/schema/codegen/py.typed, packages/overture-schema-common/src/overture/schema/common/py.typed, packages/overture-schema-divisions-theme/src/overture/schema/divisions/py.typed, packages/overture-schema-places-theme/src/overture/schema/places/py.typed, packages/overture-schema-pyspark/src/overture/schema/pyspark/py.typed, packages/overture-schema-system/src/overture/schema/system/py.typed, packages/overture-schema-transportation-theme/src/overture/schema/transportation/py.typed, packages/overture-schema/src/overture/schema/py.typed
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 18 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 20 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configspackages/overture-schema-addresses-theme/src/overture/schema/addresses/py.typed, packages/overture-schema-annex/src/overture/schema/py.typed, packages/overture-schema-base-theme/src/overture/schema/base/py.typed, packages/overture-schema-buildings-theme/src/overture/schema/buildings/py.typed, packages/overture-schema-cli/src/overture/schema/cli/py.typed, packages/overture-schema-codegen/src/overture/schema/codegen/py.typed, packages/overture-schema-common/src/overture/schema/common/py.typed, packages/overture-schema-divisions-theme/src/overture/schema/divisions/py.typed, packages/overture-schema-places-theme/src/overture/schema/places/py.typed, packages/overture-schema-pyspark/src/overture/schema/pyspark/py.typed, packages/overture-schema-system/src/overture/schema/system/py.typed, packages/overture-schema-transportation-theme/src/overture/schema/transportation/py.typed, packages/overture-schema/src/overture/schema/py.typed
agent_commit_share0.18
toolchain_manifests
dependency_bot_commit_share0.2
How it's scored
27/45Type-checkable code — Python with type-check config (packages/overture-schema-addresses-theme/src/overture/schema/addresses/py.typed, packages/overture-schema-annex/src/overture/schema/py.typed, packages/overture-schema-base-theme/src/overture/schema/base/py.typed, packages/overture-schema-buildings-theme/src/overture/schema/buildings/py.typed, packages/overture-schema-cli/src/overture/schema/cli/py.typed, packages/overture-schema-codegen/src/overture/schema/codegen/py.typed, packages/overture-schema-common/src/overture/schema/common/py.typed, packages/overture-schema-divisions-theme/src/overture/schema/divisions/py.typed, packages/overture-schema-places-theme/src/overture/schema/places/py.typed, packages/overture-schema-pyspark/src/overture/schema/pyspark/py.typed, packages/overture-schema-system/src/overture/schema/system/py.typed, packages/overture-schema-transportation-theme/src/overture/schema/transportation/py.typed, packages/overture-schema/src/overture/schema/py.typed)
54.3/55Manageable file sizes — 4/299 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes86,690
source_files_sampled299
oversized_source_files4
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

205GitHub stars
46contributors
430commits, last 12 months
1days since last push
28releases
3bus factor
46open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'overture-schema-workspace' from its registry
  • Could not fetch pypi package 'overture-schema' from its registry
  • Could not fetch pypi package 'overture-schema-cli' from its registry
  • Could not fetch pypi package 'overture-schema-annex' from its registry
  • Could not fetch pypi package 'overture-schema-common' from its registry
  • Could not fetch pypi package 'overture-schema-system' from its registry
  • Could not fetch pypi package 'overture-schema-codegen' from its registry
  • Could not fetch pypi package 'overture-schema-pyspark' from its registry
  • Could not fetch pypi package 'overture-schema-base-theme' from its registry

More detail

Star and fork history 0 ★ / 19 ⇿
0Stars
19Forks
26Releases

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.

0481216201912023-102025-032026-07
Major 1Minor 22Patch 0

Each point covers 3 days.

OpenSSF Scorecard 8.1 / 10
8.1aggregate

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 · 2026-08-02 22:59 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 27 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 23 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
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 54
RegistryPackageVersion constraintManifest
PyPIoverture-schema-commonpackages/overture-schema-addresses-theme/pyproject.toml
PyPIoverture-schema-systempackages/overture-schema-addresses-theme/pyproject.toml
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All dependencies 89

Full resolved dependency set from the GitHub dependency graph: 37 direct and 52 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 63 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 26 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

No known advisories affect the assessed dependencies.

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
{
  "data": {
    "repo": {
      "topics": [
        "schema",
        "geospatial-data",
        "overture-maps",
        "open-standards"
      ],
      "is_fork": false,
      "size_kb": 12537,
      "has_wiki": false,
      "homepage": "http://docs.overturemaps.org/schema",
      "languages": {
        "Jinja": 9261,
        "Shell": 5867,
        "Python": 2274587,
        "Makefile": 2990
      },
      "pushed_at": "2026-07-31T23:16:58Z",
      "created_at": "2023-06-01T16:25:36Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-30T19:59:41Z",
      "description": "Overture Maps Schema",
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          "body": "Set versioning-strategy: lockfile-only on the uv ecosystem so Dependabot\nupdates uv.lock without editing any pyproject.toml. lockfile-only does\nnot refresh transitive-only entries (dependabot-core#14073), so add a\nweekly uv-lock-refresh.yml workflow that runs `uv lock --upgrade` for\nthose and opens a PR touching only uv.lock.\n\nCloses #612\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
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          "headline": "[CHORE](deps)(deps): Bump aws-actions/configure-aws-credentials (#607)",
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          "headline": "[CHORE](deps)(deps): Bump the actions group with 2 updates (#606)",
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          "body": "This commit kills `make docformat` errors in `overture-schema-system`,\na prerequisite to enforcing `make docformat` in `make check`.\n\nSigned-off-by: schapper <schapper@amazon.com>",
          "is_bot": false,
          "headline": "Fix docformat errors in system package",
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          "body": "test_column_patterns.py and test_constraint_expressions.py each built a\nDataFrame and collected once per test -- ~200 Spark jobs between them.\nBoth now use a case registry: each _Case carries its input column, the\ncheck over it, and a predicate on the result; a module-scoped fixture\npacks every case\n[…]\n.9s -> 5.1s  (164 -> 165 cases)\n\nThe extra cases come from splitting valid/invalid two-row tests into\nexplicit per-input cases; no coverage dropped.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
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          "headline": "test(pyspark): batch per-test DataFrames into one collect",
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          "body": "Rewrite the Check Builder section of the codegen design doc for the\ncurrent Direct/Iterated FieldPath taxonomy: anonymous segments, the\nsingle _wrap_in_iteration fold, and the mixed map/array nesting cases\n(dict[K, list], list[dict], nested maps, map-in-array), replacing the\nretired ScalarPath/ArrayPath/MapPath description. Disambiguate\niter_frames (named-only structural folding) from the renderer's\nper-segment _render_frames walk.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "docs(pyspark): document the Direct/Iterated taxonomy and iteration fold",
          "author_name": "Seth Fitzsimmons",
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          "body": "A model-level constraint declared on a submodel reached through a plain\nstruct field -- @require_any_of on Details where Feature.details:\nDetails -- now anchors at the struct prefix instead of collapsing to the\nrow root.  _model_constraint_target is the identity on the prefix; the\nrenderer qualifies\n[…]\nor as a\ntop-level column, which a struct-qualified path cannot express. Plain\nstruct-nested model constraints are now supported and no longer raise.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "feat(pyspark): validate and mutate struct-nested model constraints",
          "author_name": "Seth Fitzsimmons",
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          "body": "Collapse field_path's ScalarPath/ArrayPath/MapPath taxonomy into Direct\n+ Iterated and extend the grammar to interleaved map/array markers. A\ncontainer nested directly inside another with no field name between\n(list[list[X]], dict[K, list[X]], list[dict], nested maps, a map reached\nthrough an array)\n[…]\nposite element_path for map-then-array and\narray-then-map nesting; shapes with no in-place mutation are loud\ncapability gates, not silent misroutes.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "feat(pyspark): generalize field_path to arbitrary map/array nesting",
          "author_name": "Seth Fitzsimmons",
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        {
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          "body": "overture-schema-pyspark was missed by the Phase 2.A version baselining\n(#534) and the follow-up that dropped the __about__.py shims (467a5502):\nit still declared a dynamic hatchling version backed by a __about__.py\npinned at 0.1.0, out of step with the twelve sibling packages now on a\nstatic 0.1.1.\n\n[…]\ntem. Aligning the\nversion also lets the Phase 2.B release-bump detector parse every\npackage's pyproject.toml, which it currently cannot for pyspark.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "chore(pyspark): baseline to static 0.1.1, drop __about__.py shim",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-23T16:19:16Z",
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        {
          "oid": "068a9df257cd100986f49357ec313c2bd983da95",
          "body": "_value_from_check_string_min_length ignored the descriptor's min_length\nand always returned a single character, so a string field with\nmin_length > 1 would get a base/valid row value that already violates\nthe constraint -- making the generated conformance ::valid row invalid\nand the ::invalid scenar\n[…]\ntent today (no live schema field declares string min_length >\n1); surfaced while working the generalize-field-path branch (bd-swy2).\n\nFixes bd-mwy8.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(pyspark): honor string min_length in base-row generation",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-23T16:18:53Z",
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        {
          "oid": "005702b271ccacc9841f19ea40b9e07604b486f2",
          "body": "…odules\n\noverture.schema.system.primitive mixed two unrelated concerns: portable\nnumeric NewTypes (int8, uint32, float64, etc.) and geometric types\n(BBox, Geometry, GeometryType, GeometryTypeConstraint). The generated\nreference page this produced was titled \"Primitive Types\" at\nsystem/primitive/prim\n[…]\nmeric Types\") and system/geometry.md, both flat under system/\nlike the existing scalar type pages rather than nested under primitive/.\n\nCloses #464.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "refactor(schema): split system.primitive into numeric and geometric m…",
          "author_name": "Seth Fitzsimmons",
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          "oid": "6451a50ffd001b36b7fa2e23052ca07d6f3f9826",
          "body": "Bumps the actions group with 3 updates: [actions/setup-java](https://github.com/actions/setup-java), [actions/setup-node](https://github.com/actions/setup-node) and [actions/setup-go](https://github.com/actions/setup-go).\n\n\nUpdates `actions/setup-java` from 5.2.0 to 5.6.0\n- [Release notes](https://g\n[…]\netup-go\n  dependency-version: 7.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump the actions group with 3 updates",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T23:26:33Z",
          "body_truncated": true,
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        {
          "oid": "84240548e023200b43e2ecc76a21a8f292151e43",
          "body": "A field typed as a RootModel subclass was extracted as a struct with a\nsynthetic `root` member. RootModel is a BaseModel subclass, so it\nreached the model terminal and resolved to a ModelRef; the generated\nSpark schema declared `struct<root: ...>` while the Parquet data carries\nthe bare root value.\n\n[…]\nmetadata`, extracted here into\n`type_analyzer` from `model_extraction` so field-level and root-level\nmetadata share one implementation.\n\nFixes #583.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(codegen): unwrap RootModel fields to their bare root shape",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-22T23:25:33Z",
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          "oid": "919670afe8f1f0309f6639b0bde7d89a1f1147e9",
          "body": "expr and read_columns are two views of one computation: expr is the\nsingle composed Column, read_columns its read-set. The docstring now\nexplains why they are carried separately, since the builder knows the\ncolumns as it composes expr and records them rather than recovering them\nfrom the finished Column.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "docs(pyspark): relate Check.expr and Check.read_columns",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-22T15:40:21Z",
          "body_truncated": false,
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          "oid": "49f65d20a47b21447b6fb432b9189f1c2b9dd576",
          "body": "PathSegment named the StructSegment | ArraySegment subset, while\nFieldSegment names the full StructSegment | ArraySegment | MapSegment\nset.  Side by side, PathSegment read as a misleading middle name for\nsomething that excludes MapSegment. It was used at two sites, so inline\nthe union and drop the alias.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "refactor(system): inline the PathSegment type alias",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-22T15:40:21Z",
          "body_truncated": false,
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        {
          "oid": "8b3f96a6a8b3cd7a75d935d6f4f7056d4f48f695",
          "body": "Run uv lock --upgrade against the committed pyproject constraints\n(exclude-newer = \"1 week\" unchanged): pyspark 4.1.1 to 4.1.2, pydantic\n2.13.3 to 2.13.4, click 8.3.3 to 8.4.2, mypy 1.20 to 2.3, pytest 9.0.3\nto 9.1.1, ruff 0.15.12 to 0.15.21, plus transitive deps.\n\npytest 9.1 deprecates class-scoped\n[…]\nect floor cell stays green.\n\npyspark 4.2.0 (released 2026-07-14) stays out as newer than the one-week\nguard. No pyproject floors or ceilings change.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "chore(deps): refresh uv.lock within the exclude-newer window",
          "author_name": "Seth Fitzsimmons",
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          "oid": "56e84019c8f46615ab730c95a1f99c6c90f0f91a",
          "body": "`make docformat` (pydocstyle, numpy convention) flagged eight docstrings\nacross overture-schema-codegen and overture-schema-pyspark:\n\n- D301 (raw string for backslashes): `_bare_map_side_name`,\n  `normalize_anchor`, and `check_pattern` move to `r\"\"\"` and drop the\n  doubled backslashes, so the render\n[…]\nn\n  \"PySpark\" to \"Pyspark\", so the summary is reworded to keep PySpark out\n  of first position.\n\nDocstring text only, no behavior change.\n\nRefs #581\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "docs: clear pydocstyle errors in codegen and pyspark",
          "author_name": "Seth Fitzsimmons",
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          "oid": "549a33efd66e1689e5edadd3a824bcd4feba0e4a",
          "body": "install only ran uv-sync, never generate-pyspark. The generated\nexpressions and conformance tests under overture-schema-pyspark aren't\ntracked in git, so a fresh worktree following the documented\ninit-worktree -> make install flow had neither: a plain pytest run\nafterward silently collected thousands fewer tests with no error to\nsignal the gap.\n\ninstall now depends on generate-pyspark, matching what check and\ntest-all already do.\n\nCloses #579.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(build): regenerate pyspark codegen output during make install",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-22T15:29:09Z",
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        {
          "oid": "2388a5a83ceaf22d37bdb3eb65bed0ddde5e5d2b",
          "body": "…Selector\n\nVehicleAxleCountSelector.value was uint8; every other VehicleSelector\narm is float64. Flattened to one Spark value column, the arms disagreed\non type and the codegen widened uint8 to DoubleType -- an implicit\ncompatibility requirement nothing in the model stated.\n\nModel value as float64 w\n[…]\nype (raising\notherwise), and fail generation loudly if two same-name checks ever land\nin one arm with indistinguishable violation labels.\n\nRefs #472\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "feat(schema): model axle count as a bounded whole number over Vehicle…",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-22T15:27:59Z",
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        {
          "oid": "08b7b192698858b3e1a1d67a2eecf6bf16b062a4",
          "body": "…ounds\n\nField(ge=1, le=100) yields separate Ge and Le constraints, each\ndispatched to its own check_bounds. They describe one range on one\ncolumn, so they collapse into a single check_bounds(ge=1, le=100): one\nviolation identity rather than two same-name bounds checks a split union\narm cannot label distinctly. This also folds a two-sided bound like\nConfidenceScore's ge=0.0, le=1.0 into one check instead of two.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(pyspark): merge a field's lower and upper bounds into one check_b…",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-22T15:27:59Z",
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          "oid": "f95f0287f033af75ce41c801b3688146d81f74f1",
          "body": "…ression\n\nRecognize pydantic's Field(multiple_of=n) in the codegen and generate a\ncheck_multiple_of(col, n) PySpark check that fires when col % n is\nnon-zero.  multiple_of=1 is the integral (whole-number) case; testing\nthe remainder in double space matches pydantic for large integral\ndoubles, NaN, a\n[…]\niple_of\nruntime expression, conformance invalid-value generation (a non-multiple\nderived from the divisor), and the markdown constraint description.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "feat(pyspark): dispatch native multiple_of to a check_multiple_of exp…",
          "author_name": "Seth Fitzsimmons",
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          "oid": "e33e711dbf5390625b124e655420fe7c5ada48f8",
          "body": "The version-baselining job maps each workspace package to a topological level;\nthe new overture-schema-pyspark package was absent, so `compare` raised\n\"Unknown package for level computation\". Add it alongside the other top-level\nconsumers (cli, codegen, annex).\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(ci): register overture-schema-pyspark for version-level computation",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-21T17:31:42Z",
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          "oid": "2bcde5c0c6b39db03883fe42120a5a6442474c54",
          "body": "…cation\n\nThe absent-column CLI backstop used pyspark-4-only error APIs, failing the\nlowest-direct CI cell (pyspark==3.4.0):\n\n- absent_column called AnalysisException.getCondition(), added in 4.0\n  (renaming getErrorClass, which 4.0 deprecates via FutureWarning). Prefer\n  getCondition() where present\n[…]\n UNRESOLVED_COLUMN through the public\n  constructor at all (its message template is JVM-side). Fake the two\n  accessors absent_column reads instead.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(pyspark): support the pyspark 3.4 floor in absent-column classifi…",
          "author_name": "Seth Fitzsimmons",
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          "oid": "0b929dc03aba799b62604eaf4d34da75dcccdf56",
          "body": "PySpark 3.4 (the declared floor) doesn't run on Java 21, the default\nJDK on ubuntu-latest runners -- it hits NoSuchMethodException on\njava.nio.DirectByteBuffer.<init>(long, int), removed in JDK 21. Pin\nthe lowest-direct cell to Java 17 so the resolved pyspark==3.4.0 can\nactually start. The default cell (which resolves to a current pyspark\n4.x) keeps the runner's default Java 21.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "chore(ci): Pin Java 17 for lowest-direct cell",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-21T17:31:42Z",
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        {
          "oid": "d69466595c4630d6dd9b8c149adea1f5844a3184",
          "body": "Add overture-schema-pyspark, a runtime PySpark validation package whose\nper-model expression modules and conformance tests are generated from the\nsame Pydantic models that define the schema, plus an `overture-validate`\nCLI for validating Parquet on disk or in S3. PySpark plugs in as a peer of\nthe Ma\n[…]\n` and `make test-all` regenerate before running.\n\nTested against Spark 3.4.0 - 4.1.1; the lowest-direct CI cell verifies the\ndeclared PySpark floor.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "feat(pyspark): introduce PySpark validation generated from the schema",
          "author_name": "Seth Fitzsimmons",
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          "committed_at": "2026-07-21T17:31:42Z",
          "body_truncated": true,
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        },
        {
          "oid": "ca1d332c995ba9522bb26bd299540aa1bc6a60a4",
          "body": "overture-schema-codegen and overture-schema-common shipped with no\nrequires-python at all, so their published metadata advertised support\nfor every Python version. pip would resolve and install them on 3.9 and\nbelow, where they fail at import: both packages depend on\noverture-schema-system, which de\n[…]\nuv already resolved against.\n\nRaising the floor to 3.11 is deliberately not part of this change; it\nwaits on Python 3.10's end of life (2026-10-31).\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "fix(packaging): declare requires-python on codegen and common",
          "author_name": "Seth Fitzsimmons",
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        {
          "oid": "93bf0131fb9ddf42bcdbe97232b048047b8ec95c",
          "body": "Replace the Tonga-based Division/DivisionArea/DivisionBoundary\nfixtures with Kauaʻi County samples that exercise admin_level,\ncapital_division_ids, wikidata, and source license alongside the\nexisting fields.\n\nReplace the Tonga-based Connector/Segment fixtures with a Vermooten\nStreet junction in Pret\n[…]\noutes with ref,\nroad_surface, and multi-source attribution.\n\nReformat the TOML with 4-space indents and sorted keys to match\nsibling theme packages.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "chore(themes): refresh example data",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-21T17:31:42Z",
          "body_truncated": true,
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        {
          "oid": "eba60ad77875e097092a841608a0041f254356d0",
          "body": "Pull the shared `dimension` and `comparison` fields of the five vehicle\nselector subtypes into a `VehicleSelectorBase` parent, and thread\n`discriminator=\"dimension\"` through the `VehicleSelector` annotated\nunion.\n\nThe discriminator turns the union into a Pydantic discriminated union,\nso it serialize\n[…]\ns is a prerequisite for downstream tooling that walks discriminated\nunions structurally (e.g. PySpark codegen for segment's nested vehicle\nscoping).\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "refactor(core): extract VehicleSelectorBase",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
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          "oid": "6a8ce8a6f73fdbb3c5ffb3e4679a867e1ee7b5c7",
          "body": "pytest-testmon tracks which tests cover which source files and skips\nunaffected tests on subsequent runs. Activated via a TESTMON Makefile\nvariable so the default `make check` uses incremental selection while\n`make check TESTMON=` runs the full suite.\n\nLock the dependency in the dev group, gitignore the local cache file,\nand thread $(TESTMON) through the test, test-all, and test-only\ntargets.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "chore: enable testmon for incremental test runs",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
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          "oid": "1e6905ca963a0826b7c7eb7c7ffb4cc4b9b4612e",
          "body": "Bumps the actions group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6.0.2 to 7.0.0\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https\n[…]\npe: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump actions/checkout in the actions group (#564)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-16T14:49:59Z",
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          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.1.0 to 8.3.2.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.1.0...11f9893b081a58869d3b5fccaea48c9e9e46f990)\n\n---\nupdated-dependencies:\n- dependenc\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump astral-sh/setup-uv from 8.1.0 to 8.3.2 (#567)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-16T14:49:50Z",
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          "oid": "08d00b9460485a313f2eee5bd43a4e83cae47915",
          "body": "Bumps [aws-actions/configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials) from 6.1.1 to 6.2.2.\n- [Release notes](https://github.com/aws-actions/configure-aws-credentials/releases)\n- [Changelog](https://github.com/aws-actions/configure-aws-credentials/blob/main/CHANGELOG\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump aws-actions/configure-aws-credentials (#566)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-16T14:49:36Z",
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        {
          "oid": "f7851b0ad15e5d4da6ff229f3c133202b2eb13d2",
          "body": "Bumps [marocchino/sticky-pull-request-comment](https://github.com/marocchino/sticky-pull-request-comment) from 3.0.4 to 3.0.5.\n- [Release notes](https://github.com/marocchino/sticky-pull-request-comment/releases)\n- [Commits](https://github.com/marocchino/sticky-pull-request-comment/compare/0ea0beb66\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump marocchino/sticky-pull-request-comment (#565)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-16T14:49:22Z",
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          "oid": "baf041a9e56ff4e987e5ce93e205e204174ac60c",
          "body": "Signed-off-by: Roel <75250264+RoelBollens-TomTom@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Chore: Fix typos in docstrings, docs, and reference example",
          "author_name": "Roel",
          "author_login": "RoelBollens-TomTom",
          "committed_at": "2026-07-15T16:33:35Z",
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          "is_bot": false,
          "headline": "feature: Refactor enums to use DocumentedEnum for enhanced documentation",
          "author_name": "Roel",
          "author_login": "RoelBollens-TomTom",
          "committed_at": "2026-07-15T16:33:13Z",
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        {
          "oid": "467a5502aa09f6d34021ccc8ff89340463fa31aa",
          "body": "PR #534 moved package versions to static declarations in pyproject.toml\nand reduced __about__.py to thin shims that derive __version__ from\nimportlib.metadata. Nothing in packages/, .github/, or the Makefile\nreferences __about__ or __version__, so the shims are dead code.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "Drop __about__.py version shims",
          "author_name": "Seth Fitzsimmons",
          "author_login": "sethfitz",
          "committed_at": "2026-07-15T16:31:00Z",
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          "oid": "ea519ace60e7dfd3b7d1a0c27029562123b20edc",
          "body": "typing-extensions 4.16.0 (2026-07-02) changed the repr of its Sentinel\nfrom <MISSING> to MISSING. pydantic's experimental MISSING sentinel\ndelegates its repr to typing_extensions.Sentinel, so the Feature doctest\nin overture-schema-system -- which pins the rendered repr -- breaks\nagainst 4.16.0.\n\nThe\n[…]\n, so flooring it makes the lowest-direct resolution\n  deterministic at 4.16.0 rather than floating to whatever transitive is\n  newest.\n\nCloses #554.\n\nSigned-off-by: Seth Fitzsimmons <seth@mojodna.net>",
          "is_bot": false,
          "headline": "Fix typing_extensions 4.16.0 Sentinel repr break in lowest-direct CI",
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          "author_login": "sethfitz",
          "committed_at": "2026-07-15T16:23:40Z",
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          "oid": "5a221ae785da86ac7857a421340977faba8fcbd2",
          "body": "Added permissions for contents read in reusable workflow.\n\nSigned-off-by: John McCall <john@overturemaps.org>",
          "is_bot": false,
          "headline": "[CHORE](ci) Update permissions in publish-python-packages workflow",
          "author_name": "John McCall",
          "author_login": "lowlydba",
          "committed_at": "2026-07-14T20:38:22Z",
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          "oid": "e36655d911687dc98ecf1c8256c5cbdc15a49c1e",
          "body": "…ng (merge conflict resolution) (#534)\n\n* chore: add .gitattributes and normalize line endings to LF\n\nEnforce LF storage in the repository via .gitattributes.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\nSigned-off-by: John McCall <john@overturemaps.org>\n\n* [FEATURE] Branch\n[…]\n>\n\nSigned-off-by: John McCall <john@overturemaps.org>\n\n---------\n\nSigned-off-by: John McCall <john@overturemaps.org>\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[FEATURE] Branching strategy Phase 2.A - version computing & baselini…",
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          "author_login": "lowlydba",
          "committed_at": "2026-07-13T17:03:10Z",
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        {
          "oid": "ad2820465e1b4982c63c16ee9b4ac2b8ebc49cb2",
          "body": "Bumps [aws-actions/configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials) from 6.2.0 to 6.2.1.\n- [Release notes](https://github.com/aws-actions/configure-aws-credentials/releases)\n- [Changelog](https://github.com/aws-actions/configure-aws-credentials/blob/main/CHANGELOG\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump aws-actions/configure-aws-credentials (#550)",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "79016c3a56e5c0d7660f911117d59801451e918d",
          "body": "…land-is-territorial\n\n[BUG] Divisions: allow both is_land and is_territorial to be true",
          "is_bot": false,
          "headline": "Merge pull request #546 from OvertureMaps/atiannicelli/allow-both-is-…",
          "author_name": "Dana Bauer",
          "author_login": "danabauer",
          "committed_at": "2026-07-08T15:19:15Z",
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          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into atiannicelli/allow-both-is-land-is-territorial",
          "author_name": "Alex Iannicelli",
          "author_login": "atiannicelli",
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          "body": "Bumps the actions group with 2 updates: [actions/setup-python](https://github.com/actions/setup-python) and [actions/setup-go](https://github.com/actions/setup-go).\n\n\nUpdates `actions/setup-python` from 6.2.0 to 6.3.0\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](ht\n[…]\npe: version-update:semver-minor\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[CHORE](deps)(deps): Bump the actions group with 2 updates (#548)",
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          "author_login": "dependabot[bot]",
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          "body": "Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\nSigned-off-by: Alex Iannicelli <atiannicelli@gmail.com>",
          "is_bot": false,
          "headline": "Fix mypy typing for require_any_true test",
          "author_name": "Alex Iannicelli",
          "author_login": "atiannicelli",
          "committed_at": "2026-06-30T13:00:52Z",
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 73,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 46,
              "top_contributor_share": 0.228
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 23% of commits",
                "points": 17.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 23
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "46 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 27 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "merged_prs": 350,
              "open_issues": 46,
              "closed_issues": 70,
              "prs_merged_7d": 5,
              "prs_decided_7d": 5,
              "prs_merged_30d": 23,
              "prs_decided_30d": 25,
              "issue_closed_ratio": 0.603,
              "closed_unmerged_prs": 78,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "60% of issues closed",
                "points": 25.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 60
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "350/428 decided PRs merged",
                "points": 24.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 350,
                      "decided": 428
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "followers": 978,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "OvertureMaps",
              "public_repos": 21,
              "account_age_days": 1326
            },
            "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": "978 followers of OvertureMaps",
                "points": 21.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 978,
                      "login": "OvertureMaps"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~3 yr old",
                "points": 17,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "13 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "schema",
                "geospatial-data",
                "overture-maps",
                "open-standards"
              ],
              "has_wiki": false,
              "homepage": "http://docs.overturemaps.org/schema",
              "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": "http://docs.overturemaps.org/schema",
                "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": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": "excellent",
        "name": "Security",
        "value": 85,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 81,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 8.1
            },
            "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": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 20 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 27 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 23 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 run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 63 resolved dependencies against OSV; 26 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 63
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 26
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 63,
              "unassessed_packages": 26,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 17
            },
            "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": 65,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.797,
              "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": "63 of 79 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 63,
                      "sampled": 79
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "packages/overture-schema-addresses-theme/src/overture/schema/addresses/py.typed",
                "packages/overture-schema-annex/src/overture/schema/py.typed",
                "packages/overture-schema-base-theme/src/overture/schema/base/py.typed",
                "packages/overture-schema-buildings-theme/src/overture/schema/buildings/py.typed",
                "packages/overture-schema-cli/src/overture/schema/cli/py.typed",
                "packages/overture-schema-codegen/src/overture/schema/codegen/py.typed",
                "packages/overture-schema-common/src/overture/schema/common/py.typed",
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              "agent_commit_share": 0.18,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.2
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                "max_points": 11
              },
              {
                "key": "reproducible_environment",
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                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "18 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 18,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "20 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
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                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 86690,
              "source_files_sampled": 299,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (packages/overture-schema-addresses-theme/src/overture/schema/addresses/py.typed, packages/overture-schema-annex/src/overture/schema/py.typed, packages/overture-schema-base-theme/src/overture/schema/base/py.typed, packages/overture-schema-buildings-theme/src/overture/schema/buildings/py.typed, packages/overture-schema-cli/src/overture/schema/cli/py.typed, packages/overture-schema-codegen/src/overture/schema/codegen/py.typed, packages/overture-schema-common/src/overture/schema/common/py.typed, packages/overture-schema-divisions-theme/src/overture/schema/divisions/py.typed, packages/overture-schema-places-theme/src/overture/schema/places/py.typed, packages/overture-schema-pyspark/src/overture/schema/pyspark/py.typed, packages/overture-schema-system/src/overture/schema/system/py.typed, packages/overture-schema-transportation-theme/src/overture/schema/transportation/py.typed, packages/overture-schema/src/overture/schema/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
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                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/299 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 299,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "cli"
      ],
      "scores": {
        "cli": 4
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:click",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "low",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": false
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'overture-schema-workspace' from its registry",
    "Could not fetch pypi package 'overture-schema' from its registry",
    "Could not fetch pypi package 'overture-schema-cli' from its registry",
    "Could not fetch pypi package 'overture-schema-annex' from its registry",
    "Could not fetch pypi package 'overture-schema-common' from its registry",
    "Could not fetch pypi package 'overture-schema-system' from its registry",
    "Could not fetch pypi package 'overture-schema-codegen' from its registry",
    "Could not fetch pypi package 'overture-schema-pyspark' from its registry",
    "Could not fetch pypi package 'overture-schema-base-theme' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T22:59:46.746082Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/OvertureMaps/schema.svg",
  "full_name": "OvertureMaps/schema",
  "license_state": "standard",
  "license_spdx": "CC-BY-4.0"
}

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 v2.3.1, schema v0.29.0 — full methodology · metrics wiki.

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