Geocodio/geocodio-library-python holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (72/100) and lowest on Community & Adoption (39/100). It was last updated 11 days ago. A single contributor accounts for most of its recent work.
57
overall / 100
Moderate
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.
57
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)
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.
Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25
Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40
No advisories left outstanding — no advisory carries a publication date
Inputs used
source
osv
advisories
0
affected_packages
0
assessed_packages
6
unassessed_packages
0
affected_by_severity
none
direct_affected_packages
0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:geocodio-library-python@1.0.0 runtime dependency closure — what installing the published package pulls in — 6 packages. Reachability is not analyzed.
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.
Type-checkable code — Python without a type-check config
55/55
Manageable file sizes — 0/26 source files over 60KB
Inputs used
primary_language
Python
largest_source_bytes
54,413
source_files_sampled
26
oversized_source_files
0
Key facts
4GitHub stars
4contributors
45commits, last 12 months
11days since last push
11releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 0 ★ / 5 ⇿
0Stars
5Forks
8Releases
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.
Major 1Minor 6Patch 1
OpenSSF Scorecard 3.3 / 10
3.3aggregate
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 · 2026-07-28 10:16 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 0
Installing pypi:geocodio-library-python@1.0.0 pulls in 6 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
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
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"body": "…API key\n\nMigrate API key authentication from query parameters to Authorization header\nfollowing security best practices and Geocodio API documentation recommendations.\nThis reduces code duplication by centralizing auth header injection in the\n_request method.\n\n- Add Authorization header with Bearer\n[…]\nemove redundant api_key parameter initialization from all API methods\n- Make params parameter optional in _request method (defaults to empty dict)\n- Remove TODO comment about repeated API key handling",
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"headline": "refactor(auth): use Authorization header instead of query params for …",
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"body": "Add documentation showing how to use the library with Geocodio Enterprise\nby passing api.enterprise.geocod.io as the hostname parameter.",
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"headline": "docs: add Geocodio Enterprise usage section to README",
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"body": "feat: Update to Geocodio API v1.9",
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"headline": "Merge pull request #8 from Geocodio/feat/update-api-v1.9",
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"body": "- Update API base path from v1.8 to v1.9 in client\n- Update all test URLs to use v1.9 endpoints\n- Update smoke test logging to reflect v1.9",
"is_bot": false,
"headline": "feat: update to Geocodio API v1.9",
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"is_bot": false,
"headline": "Merge pull request #7 from Geocodio/feat/configurable-timeouts",
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"headline": "Merge branch 'main' into feat/configurable-timeouts",
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"headline": "Merge pull request #6 from Geocodio/fix/batch-reverse-geocoding",
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"body": "- Add configurable timeouts for single, batch, and list API operations\n- Default timeouts: 5s (single), 30min (batch), 60s (list API)\n- Users can override defaults via GeocodioClient constructor\n- Pass appropriate timeout from each method to _request()",
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"headline": "feat(client): add configurable timeout support for all API operations",
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"body": "Increased the HTTP request timeout from 30 to 60 seconds to handle\nDELETE operations on the lists API that can take longer for large lists.\nThis resolves the ReadTimeout errors occurring in the GitHub Actions CI.",
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"headline": "fix(client): increase HTTP timeout to prevent test failures",
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"body": "The library was sending coordinates in incorrect format for batch reverse\ngeocoding operations, causing API errors. Coordinates are now properly\nconverted to strings before sending to the API.\n\n- Convert tuple coordinates to comma-separated strings\n- Send coordinates as plain array instead of wrapped object\n- Support mixed input formats (tuples and strings)",
"is_bot": false,
"headline": "fix(reverse): fix batch reverse geocoding coordinate format",
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"body": "Corrected the import statements for exception classes to properly\nimport from geocodio.exceptions module instead of the main geocodio\nmodule. This ensures the code examples work correctly.",
"is_bot": false,
"headline": "docs: fix error handling import statements in README",
"author_name": "Mathias Hansen",
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"headline": "fix: Update license",
"author_name": "Mathias Hansen",
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"body": "Enhance GitHub Actions workflows for publishing",
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"headline": "Merge pull request #5 from Geocodio/hotfix/publish-workflow",
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"author_login": "funkatron",
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"body": "- Add push triggers for main, hotfix, and release branches in publish.yml\n- Introduce test-act-event-ci.json and test-act-event-publish.json for local workflow testing with act, enabling version and publish target inputs",
"is_bot": false,
"headline": "Enhance GitHub Actions workflows for publishing",
"author_name": "Ed Finkler",
"author_login": "funkatron",
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"body": "Feature/ci pipeline tasks",
"is_bot": false,
"headline": "Merge pull request #4 from Geocodio/feature/ci-pipeline-tasks",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-07-01T20:30:06Z",
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"body": "- Add tests/test_workflows.py with pytest-based workflow tests\n\n- Test CI and publish workflows using act\n\n- Skip tests in CI environments to avoid Docker-in-Docker conflicts\n\n- Use --container-architecture linux/amd64 for M-series chip compatibility\n\n- Support real TestPyPI tokens when available\n\n- Update README.md with workflow testing setup instructions\n\n- Document prerequisites: act, Docker, and optional TestPyPI token",
"is_bot": false,
"headline": "Add workflow testing with act for local development",
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"is_bot": false,
"headline": "Update test_pypi_release.py",
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"is_bot": false,
"headline": "Update .github/workflows/ci.yml",
"author_name": "Ed Finkler",
"author_login": "funkatron",
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"headline": "revert: remove CI test line",
"author_name": "Ed Finkler",
"author_login": "funkatron",
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"body": null,
"is_bot": false,
"headline": "test: trigger CI with API key to verify e2e tests run",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-30T23:07:57Z",
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"body": "- Added section on CI processes, including unit tests and E2E test conditions.\n- Documented the PyPI publishing workflow and local packaging script usage.",
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"headline": "docs: update README with CI and publishing details",
"author_name": "Ed Finkler",
"author_login": "funkatron",
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"body": "- Script to build, check, and (optionally) upload to TestPyPI for local verification\n\n- Useful for validating packaging and credentials before CI/CD release",
"is_bot": false,
"headline": "chore: add local PyPI release test script",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-30T22:57:39Z",
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"body": "- Create GitHub Actions workflow for automated PyPI publishing\n\n- Support both TestPyPI and PyPI publishing targets\n\n- Add manual workflow dispatch with version input\n\n- Configure automatic publishing on release creation\n\n- Use uv for dependency management and build tools\n\n- Include version update capability for manual releases",
"is_bot": false,
"headline": "feat: add PyPI publishing workflow",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-30T22:56:31Z",
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{
"oid": "c7496a79714d6b630b10aca3af4e5d1eee0fc5c9",
"body": "- Replace fictional addresses with real, valid addresses (White House, Apple HQ)\n\n- Fix List API examples to use correct .data attribute for paginated responses\n\n- Add working error handling examples with proper exception types\n\n- Update development installation instructions to use -e flag\n\n- Improve code examples to show actual output rather than raw objects\n\n- All examples tested and verified to work with live API",
"is_bot": false,
"headline": "docs: update README with verified examples and installation instructions",
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"author_login": "funkatron",
"committed_at": "2025-06-30T22:54:20Z",
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"oid": "320eca4e43d84c5f4147564c2b03f73e3644139f",
"body": "- Split test execution into unit tests and e2e tests\n\n- Add conditional e2e test execution based on API key availability\n\n- Configure GEOCODIO_API_KEY secret for e2e test authentication\n\n- Add verbose output for e2e tests to aid debugging\n\n- Maintain existing linting step in workflow\n\n- Unit tests run always, e2e tests run only when API key is provided",
"is_bot": false,
"headline": "feat: enhance CI pipeline with e2e test support",
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"author_login": "funkatron",
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"body": "…cal reasons. if confusing, disponse of them",
"is_bot": false,
"headline": "docs: add informative docs to project_docs folder, mainly for histori…",
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"author_login": "funkatron",
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"oid": "19f1db54521d86e4375c60c555f6db3c5762fa42",
"body": "Fix/refactor class names extras",
"is_bot": false,
"headline": "Merge pull request #3 from Geocodio/fix/refactor-class-names-extras",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-21T23:50:34Z",
"body_truncated": false,
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"oid": "acc84cb11c62d2ab2b276aad05431a269dc9f8a3",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into fix/refactor-class-names-extras",
"author_name": "Ed Finkler",
"author_login": "funkatron",
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"body": null,
"is_bot": false,
"headline": "chore: remove example script for List API functionality",
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"body": "- Updated ApiModelMixin to inherit from ExtrasMixin.\n- Cleaned up AddressComponents and other models to just inherit from ApiModelMixin.\n- removing unnecessary print statements.",
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"headline": "refactor: rename mixin classes for clarity",
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"body_truncated": false,
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"oid": "a6f95ee173668f96131045fadabe495605bb1684",
"body": "chore: add GitHub actions for CI",
"is_bot": false,
"headline": "Merge pull request #2 from Geocodio/chore/ci-setup",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-21T23:23:50Z",
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"body": "Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "Update README.md",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-21T23:23:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
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"body": null,
"is_bot": false,
"headline": "chore: commit uv.lock file",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-09T19:51:08Z",
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"body": null,
"is_bot": false,
"headline": "chore: update CI linting command to target 'src/' and ignore E501",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-09T19:41:14Z",
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"body": null,
"is_bot": false,
"headline": "linting: optimizing imports and linting to pass lint check",
"author_name": "Ed Finkler",
"author_login": "funkatron",
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"headline": "chore: update CI commands to use 'uv run' for testing and linting",
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"oid": "dca4bde5cc35fe86707c3dc6b17308c9ccdee884",
"body": "- change how we use pip to install deps properly",
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"headline": "fix: update CI setup and installation instructions in README",
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"headline": "chore: add CI configuration for testing and linting",
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"headline": "fix: support `fields` param in create_list()",
"author_name": "Ed Finkler",
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"body": "- Add instructions for setting up development environment\\n- Document test running procedures\\n- Clarify Python version requirements",
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"headline": "docs: update README with development setup instructions",
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"author_login": "funkatron",
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"body": "- Add ListProcessingState class in models.py to store processing state constants\\n- Update smoke_lists.py to use the new constants\\n- Update test_lists_api.py to use the new constants\\n- Remove TODO comments about using constants\\n- Add proper logging in test file to match smoke test style\\n\\nThis change improves maintainability by centralizing the state values\\nand reduces the chance of typos when checking list processing states.",
"is_bot": false,
"headline": "refactor: add ListProcessingState constants for list processing states",
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"body": "feat: implement List API methods for managing address lists",
"is_bot": false,
"headline": "Merge pull request #1 from Geocodio/feature/lists-api-support",
"author_name": "Ed Finkler",
"author_login": "funkatron",
"committed_at": "2025-06-04T19:37:14Z",
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"is_bot": false,
"headline": "Update src/geocodio/client.py",
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"headline": "Update src/geocodio/client.py",
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"body": "- Implemented `GeocodioClient.download()` to fetch a geocoded list as CSV, supporting both file saving and returning bytes.\n- Handles error responses, including \"list still processing\" and JSON parsing failures, raising `GeocodioServerError` as appropriate.\n- Added end-to-end tests in `tests/e2e/tes\n[…]\nt in tests.\n- Updated test fixtures and helpers for reliable E2E testing of list processing and download scenarios.\n- Improved error logging and file handling in the client for robust file operations.",
"is_bot": false,
"headline": "feat: add and test List API .download() method (E2E and unit)",
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"author_login": "funkatron",
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"headline": "WIP -- commit before moving locations -- squash this!",
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"is_bot": false,
"headline": "fix: add missing `raise`",
"author_name": "Ed Finkler",
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"committed_at": "2025-05-28T21:20:51Z",
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"points": 4,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
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"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 100,
"inputs": {
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"latest_release_tag": "v1.2.0",
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"components": [
{
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"detail": "11 releases published",
"points": 27,
"status": "met",
"details": [
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"code": "releases_published",
"params": {
"count": 11
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}
],
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},
{
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"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 11
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}
],
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{
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}
],
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{
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],
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]
},
{
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
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"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
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"components": [
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"points": 100,
"status": "met",
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{
"code": "abandonment_maintained",
"params": {
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]
}
],
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},
{
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"value": 39,
"weight": 0.18,
"metrics": [
{
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"note": null,
"notes": [],
"value": 15,
"inputs": {
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"stars": 4,
"watchers": 4,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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{
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"points": 7.7,
"status": "partial",
"details": [
{
"code": "stars",
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"count": 4
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "5 forks",
"points": 5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 5
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "4 watchers",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 4
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
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},
{
"key": "license",
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"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
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}
],
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{
"key": "contributing_guide",
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"points": 0,
"status": "missed",
"details": [],
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},
{
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"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "issue_template",
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"status": "missed",
"details": [],
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{
"key": "pr_template",
"name": "PR template",
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"details": [],
"max_points": 6.3
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},
{
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"notes": [
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"params": {
"components": [
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},
{
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],
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"inputs": {
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"dependents": null,
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"monthly_downloads": 4632
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"components": [
{
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"points": 48.9,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 4632,
"ecosystems": "pypi"
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}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 65,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 33,
"inputs": {
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"components": [
{
"key": "bus_factor",
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"points": 9,
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"details": [
{
"code": "bus_factor",
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"count": 1
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}
],
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{
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"details": [
{
"code": "top_contributor_share",
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}
],
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{
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"details": [
{
"code": "contributors_sampled",
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"count": 4
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}
],
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{
"key": "openssf_scorecard_contributors",
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"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"issue_closed_ratio": 1,
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"components": [
{
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}
],
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{
"key": "pr_acceptance",
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"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 4/21 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
"value": 61,
"inputs": {
"followers": 10,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "Geocodio",
"public_repos": 35,
"account_age_days": 4551
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "owner_reach",
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"login": "Geocodio"
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{
"key": "track_record",
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"points": 23.3,
"status": "partial",
"details": [
{
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{
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"inputs": {
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{
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],
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{
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"notes": [],
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"code": "ci_workflows",
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{
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{
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{
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"points": 0,
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{
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"details": [],
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]
},
{
"key": "documentation",
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"notes": [],
"value": 40,
"inputs": {
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{
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"points": 0,
"status": "missed",
"details": [],
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]
}
],
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{
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"weight": 0.16,
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"inputs": {
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"scorecard_version": "v5.5.0",
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"components": [
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"status": "met",
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},
{
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{
"key": "ci_tests",
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{
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"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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{
"key": "contributors",
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"status": "met",
"details": [],
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"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 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": [
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"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "7 existing vulnerabilities detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:geocodio-library-python@1.0.0 runtime dependency closure — what installing the published package pulls in — 6 packages. Reachability is not analyzed.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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},
{
"code": "advisories_scope_published",
"params": {
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},
{
"code": "advisories_reachability",
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}
],
"value": 100,
"inputs": {
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"affected_packages": 0,
"assessed_packages": 6,
"unassessed_packages": 0,
"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": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
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}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 6,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
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"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"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": "at_risk",
"name": "AI Readiness",
"value": 44,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.87,
"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",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "87 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
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"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 42,
"inputs": {
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"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.06,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "6 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
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"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
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"largest_source_bytes": 54413,
"source_files_sampled": 26,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
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}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/26 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 26,
"oversized": 0
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}
],
"max_points": 55
}
]
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-28T10:16:50.404519Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/Geocodio/geocodio-library-python.svg",
"full_name": "Geocodio/geocodio-library-python",
"license_state": "standard",
"license_spdx": "MIT"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
