Public recordGood
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-29 14:01 UTC
xgcm / xrft
Fourier transforms on xarray data structures
xgcm/xrft holds a health index of 71 out of 100, placing it in the Good band. It scores highest on Engineering Quality (84/100) and lowest on AI Readiness (39/100). It was last updated 69 days ago. 3 contributors account for most of its recent work.
71
overall / 100Software 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.
71
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)
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 63 is calibrated to 71 on the published index scale (record calibration 2026-08-02).
Ownership
xgcmOrganization
27 followers8 public repossince Aug 2015
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | xrft | 1.0.1 | 29,035 | 10 | 1266 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
50
Development activity
34At Risk
How it's scored
| 18/36 | Push recency — last push 69 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 10.3/18 | Commit volume — 13 commits in the last year |
| 3/10 | OpenSSF Scorecard: Maintained — 3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3 |
Inputs used
| commits_last_year | 13 |
| human_commit_share | 1 |
| days_since_last_push | 69 |
| active_weeks_last_year | 4 |
Release discipline
74Good
How it's scored
| 27/27 | Ships releases — 15 releases published |
| 27/36 | Release recency — latest release 141 days ago |
| 12.6/27 | Release cadence — a release every ~215.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 15 |
| latest_release_tag | v1.0.2 |
| releases_from_tags | no |
| days_since_latest_release | 141 |
| mean_days_between_releases | 215.5 |
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?
58
Popularity & adoption
55Moderate
How it's scored
| 35.9/60 | Stars — 164 stars |
| 14.2/25 | Forks — 51 forks |
| 4.7/15 | Watchers — 8 watchers |
Inputs used
| forks | 51 |
| stars | 164 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
How it's scored
| 59.5/80 | Monthly downloads — 29,035 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | xrft |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 29,035 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
70
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 15.9/22.5 | Commit distribution — top contributor authored 29% of commits |
| 13.5/13.5 | Contributor breadth — 23 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 47 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 23 |
| top_contributor_share | 0.292 |
How it's scored
| 33.1/42 | Issue resolution — 79% of issues closed |
| 24.5/30 | PR acceptance — 103/126 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 4/6 approved changesets -- score normalized to 6 |
Inputs used
| merged_prs | 103 |
| open_issues | 20 |
| closed_issues | 74 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.787 |
| closed_unmerged_prs | 23 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
59Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 10.4/25 | Owner reach — 27 followers of xgcm |
| 18.9/25 | Track record — 8 public repos, account ~10 yr old |
Inputs used
| followers | 27 |
| owner_type | Organization |
| is_verified | — |
| owner_login | xgcm |
| public_repos | 8 |
| account_age_days | 3,987 |
Package maintenance
69Good
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 4/35 | Publish recency — latest publish 1,266 days ago |
| 20/20 | Version history — 10 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | xrft |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 1,266 |
Engineering Quality
Are baseline engineering and documentation practices in place?
84
Engineering practices
80Excellent
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard: CI-Tests — 2 out of 6 merged PRs checked by a CI test -- score normalized to 3 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://xrft.readthedocs.io/en/latest/ |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://xrft.readthedocs.io/en/latest/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
55
Security posture
44Weak
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 0.8/2.5 | CI-Tests — 2 out of 6 merged PRs checked by a CI test -- score normalized to 3 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 4/6 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 47 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 2.2/7.5 | Maintained — 3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4.4 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | 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 | 15 |
| 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:xrft@1.0.1 runtime dependency closure — what installing the published package pulls in — 15 packages. 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.
39
Agent context & guidance
14Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 13.9/40 | Legible commit history — 26 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.26 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
51Moderate
How it's scored
| 18/18 | One-command bootstrap — doc/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | doc/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/13 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 47,360 |
| source_files_sampled | 13 |
| oversized_source_files | 0 |
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — notebooks |
Inputs used
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
164GitHub stars
23contributors
13commits, last 12 months
69days since last push
15releases
3bus factor
20open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 51 ⇿
0Stars
51Forks
15Releases
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 3Patch 8
Each point covers 9 days.
OpenSSF Scorecard 4.4 / 10
4.4aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 3 | CI-Tests | 2 out of 6 merged PRs checked by a CI test -- score normalized to 3 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 4/6 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 47 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 3 | Maintained | 3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 5
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | xarray | — | setup.cfg |
| PyPI | dask | — | setup.cfg |
| PyPI | numpy | — | setup.cfg |
| PyPI | pandas | — | setup.cfg |
| PyPI | scipy | — | setup.cfg |
All dependencies 0
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|
Dependency advisories 0
Installing pypi:xrft@1.0.1 pulls in 15 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
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 3689,
"has_wiki": true,
"homepage": "https://xrft.readthedocs.io/en/latest/",
"languages": {
"Python": 171433
},
"pushed_at": "2026-05-21T11:57:55Z",
"created_at": "2016-06-10T17:53:28Z",
"owner_type": "Organization",
"updated_at": "2026-05-21T11:58:01Z",
"description": "Fourier transforms on xarray data structures",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "xgcm",
"type": "Organization",
"login": "xgcm",
"company": null,
"location": null,
"followers": 27,
"avatar_url": "https://avatars.githubusercontent.com/u/14025832?v=4",
"created_at": "2015-08-29T04:52:26Z",
"is_verified": null,
"public_repos": 8,
"account_age_days": 3987
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.0.2",
"kind": "patch",
"published_at": "2026-03-10T10:51:45Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2023-02-08T16:14:37Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2022-06-13T14:29:15Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2022-01-18T09:14:22Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2021-11-06T15:48:06Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2021-09-13T13:40:38Z"
},
{
"tag": "v0.3.1-rc0",
"kind": "prerelease",
"published_at": "2021-09-13T13:32:26Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2021-08-28T12:39:54Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2021-03-15T13:47:43Z"
},
{
"tag": "v0.2.3",
"kind": "patch",
"published_at": "2020-11-16T14:55:32Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2020-09-21T13:27:38Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2020-09-10T13:11:54Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2019-04-10T18:35:58Z"
},
{
"tag": "v0.1-beta",
"kind": "other",
"published_at": "2018-08-23T15:20:10Z"
},
{
"tag": "v0.1",
"kind": "other",
"published_at": "2017-05-25T20:15:10Z"
}
],
"recent_commits": [
{
"oid": "c74533fce02b7279ec5d61c8a97a26902728bbaf",
"body": "Adding the option of isotropizing via an azimuthal mean or sum",
"is_bot": false,
"headline": "Merge pull request #225 from roxyboy/isoption",
"author_name": "Такайя Учида",
"author_login": "roxyboy",
"committed_at": "2026-05-21T11:57:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00bd192d49bcc9669edc9ea29aff6fb72941eff9",
"body": null,
"is_bot": false,
"headline": "Test for summing approach",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2026-05-21T11:52:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c89264b4612ab2af7c8207c0ed4cd255f57f7d5",
"body": null,
"is_bot": false,
"headline": "Adding the option of isotropizing via a mean or sum",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2026-05-21T11:40:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "efc1c3006e3194acc9aed0a002415a2a14fc8353",
"body": "Change isotropize to satisfy Parseval's thereom. This PR addresses issue #219.",
"is_bot": false,
"headline": "Merge pull request #222 from miniufo/master",
"author_name": "Такайя Учида",
"author_login": "roxyboy",
"committed_at": "2026-03-10T10:49:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aef1484016667f17c8afe2c663b8676e2d1296a8",
"body": null,
"is_bot": false,
"headline": "black formatting",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-03-10T10:40:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "beef97695de16f0e4c29932e39540c0afd9ff849",
"body": null,
"is_bot": false,
"headline": "black formatting",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-03-10T09:58:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87203b0ca75acfc352f29d949fbd5dccaf941ebe",
"body": null,
"is_bot": false,
"headline": "black formatting",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-03-07T16:20:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "519f68418a21b1fc2f030604972659c8426bb741",
"body": null,
"is_bot": false,
"headline": "change the range of slope-fit in test_xrft",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-03-07T06:54:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27bd2fe362946c8852f414fcb96281928165306d",
"body": null,
"is_bot": false,
"headline": "modify test_xrft.py",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-03-06T07:28:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0fffacc6a72c39840a9973a8a5f12289457197f",
"body": null,
"is_bot": false,
"headline": "black formatting",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-02-25T05:02:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b09d37013a298671c48571f4add8cbc33395f494",
"body": null,
"is_bot": false,
"headline": "black formatting",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-02-25T03:18:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "088ba25f669f2bb0c4086987cc15113f3b29186b",
"body": null,
"is_bot": false,
"headline": "change isotropize so that it satisfies Parseval's thereom",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-02-13T02:03:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b677cf2eef0e460477db3e3d0e0c9f11fcd9a0c",
"body": null,
"is_bot": false,
"headline": "add 3D detrend",
"author_name": "miniufo",
"author_login": "miniufo",
"committed_at": "2026-02-12T08:50:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9ac46f96b2b022cb66b1fe5f19cf7448e3b0ffc0",
"body": "fix #200: raise TypeError on unused kwargs",
"is_bot": false,
"headline": "Merge pull request #208 from cgahr/develop",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2024-07-03T13:07:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60e37a4683cba9ebcd0accd4bcc917426a134459",
"body": "fix #202",
"is_bot": false,
"headline": "Merge pull request #209 from cgahr/pad",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2024-07-03T13:05:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de841621a22cdf47ef6bda182825a2187eac1e5b",
"body": null,
"is_bot": false,
"headline": "run black",
"author_name": "Constantin Gahr",
"author_login": null,
"committed_at": "2024-07-03T12:59:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3542b44b97c8b1be39adee0233f7eb2a8e6d6153",
"body": null,
"is_bot": false,
"headline": "fix #202",
"author_name": "Constantin Gahr",
"author_login": null,
"committed_at": "2024-07-02T13:51:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "caae0002e1d15e15d7e7cdb4dd739bee1c7dd117",
"body": null,
"is_bot": false,
"headline": "fix #200: raise TypeError on unused kwargs",
"author_name": "Constantin Gahr",
"author_login": null,
"committed_at": "2024-07-02T09:09:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83b0a75ac9e146bf8a5019507ea5f5cc38a5a531",
"body": "change _diff_coord to use nanosecond precision",
"is_bot": false,
"headline": "Merge pull request #204 from aspitarl/dt-ns-fix",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2024-07-01T21:11:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a9b8af3619f8254cb4b5fdcee5c2554917164aa",
"body": "Refactoring for Python 3.12",
"is_bot": false,
"headline": "Merge pull request #206 from roxyboy/py312",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2024-07-01T21:02:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec862a4d556bb042acb570c8a9a6103e4b7291b5",
"body": null,
"is_bot": false,
"headline": "latest",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T20:49:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f43d9ccccfb3c2ab0a686598adc9a617c5b2676f",
"body": null,
"is_bot": false,
"headline": "mamba",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T20:47:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33a5eeb3113d2653c237881bef0afb147fddb9b0",
"body": null,
"is_bot": false,
"headline": "remove default channel",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T20:41:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3587c64f1c5a7e1f64430547853e1c6081fca7f8",
"body": null,
"is_bot": false,
"headline": "removing pip upgrade in ci",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T20:20:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd046c875a6e2f5ba60e2bfe07ecf7f150f9ad1f",
"body": null,
"is_bot": false,
"headline": "removing pip",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T20:17:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1f82417b7d5f627f4dca52b9843f240a47a88e2",
"body": null,
"is_bot": false,
"headline": "order of upgrading pip",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T18:46:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b560b4d4ec73beb224d4e8c192ef98d7e514c86",
"body": null,
"is_bot": false,
"headline": "action version",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T18:40:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f6f8b240c063a5a8faf73c54cfee1cd1c035d7c",
"body": null,
"is_bot": false,
"headline": "miniconda@v3",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T17:52:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9ff4f58241496c65501e5590c3b98ff1dd1daef",
"body": null,
"is_bot": false,
"headline": "pip right before pip",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T17:26:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "591924603673aa1705600708908c67e247c5b908",
"body": null,
"is_bot": false,
"headline": "codecov version",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T16:45:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98a09877fd309c77df3a1d9d8ccb359600127316",
"body": null,
"is_bot": false,
"headline": "from pip to conda",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T16:43:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ded1e08adb56e1fa6f5e3df183d6444ffaedee5c",
"body": null,
"is_bot": false,
"headline": "pip setuptools",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T16:34:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47c575c9d5ab21ba4b68578d7b8026816e9cb70d",
"body": null,
"is_bot": false,
"headline": "maybe for py312",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T16:25:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25c4c37c7dcfa87a40d34864eace384d71fa6527",
"body": null,
"is_bot": false,
"headline": "scipyyyy",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T16:14:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df03196ee3a24f4a2210f1f6ecc2030a4d1c0dce",
"body": null,
"is_bot": false,
"headline": "no dependency on pip",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T16:06:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df16e8c475cfc4b3a3fe05df5c2644a92a6ea435",
"body": null,
"is_bot": false,
"headline": "python versions",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T15:59:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "228175276f237e5a642b757c05ed44a26221d9d2",
"body": null,
"is_bot": false,
"headline": "Refactoring for Python 3.12",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2024-07-01T15:47:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b23caad27e41e3e28c90a10969b83bb785057ed7",
"body": "this change allows for coordinates with precision below 1 second. The diff is then divided by 1e9 to maintain the apparent standard for time being expressed in seconds.",
"is_bot": false,
"headline": "change _diff_coord to use nanosecond precision",
"author_name": "Lee Aspitarte",
"author_login": "aspitarl",
"committed_at": "2024-05-03T16:05:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92fd1df3123ea243c61fc834747a5b378126b8ea",
"body": "Multiplying 2pi factor when isotropizing",
"is_bot": false,
"headline": "Merge pull request #197 from roxyboy/twopi",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2024-04-11T19:06:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a04cbfd5daeb45e223070a212bb85ab2d0e51add",
"body": null,
"is_bot": false,
"headline": "2pi in test",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2023-04-19T18:13:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce95e4cf5a83f5d6c709b2c432e0f77104456763",
"body": null,
"is_bot": false,
"headline": "Multiplying 2pi factor when isotropizing",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2023-04-19T17:58:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f259414323783bc8935dcf010530de3845c9393c",
"body": "Refactor duplicated code in xrft.py into separate functions; add one test; format with black",
"is_bot": false,
"headline": "Merge pull request #196 from simonkeys/refactor",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2023-02-24T19:45:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd6651c397f7cfcf21f3a7bf46886dcce99e6a73",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into refactor",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-23T22:07:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7548a0f637fae184c6266ab5560082cf7fb82dd",
"body": null,
"is_bot": false,
"headline": "Re-reformat with correct version of black",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-23T22:00:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91aecf0c8ef8697196b1d360b74929d7799e9b65",
"body": "Raise error after bad coords while padding",
"is_bot": false,
"headline": "Merge pull request #195 from santisoler/bad-coords-in-pad",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2023-02-23T15:21:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "01faeda5bd54752f4e947844461ab0208f8e109c",
"body": null,
"is_bot": false,
"headline": "Format with black",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T07:17:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "03ac1f4442ad9353252caf2508d92ddb457d1811",
"body": null,
"is_bot": false,
"headline": "Factor out _get_coordinate_spacing and even spacing check",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T07:12:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "edef53954cd80021662731d462eb0e72032df3a8",
"body": null,
"is_bot": false,
"headline": "New test for ifft with unsorted coordinate",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T07:11:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c1fe1124f3a991e46fdcab410331fd6e455e760",
"body": null,
"is_bot": false,
"headline": "Refactor move list element to end into separate function",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T06:06:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e58951795c7194840579d038a33e38dcc5c09da1",
"body": null,
"is_bot": false,
"headline": "Refactor real flag warning again",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T03:50:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aec91de13dd855e28ae7489bdc60a41e8b823d86",
"body": null,
"is_bot": false,
"headline": "Refactor check for valid fft coordinates into separate function",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T02:37:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7673f12e7bbbbfa5ffbe0418cf410919a9612f13",
"body": null,
"is_bot": false,
"headline": "Refactor real flag warning",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T02:31:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6de9702ad2c33d4d0733aa7392397664fc73436c",
"body": null,
"is_bot": false,
"headline": "Refactor psd real dimension scaling code into separate function",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T02:26:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d740a0ac2e3cc82a894001613a4ba9238f9f7850",
"body": null,
"is_bot": false,
"headline": "Refactor psd scaling code into separate functions",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T01:59:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c16f4e70c2b88a188b8c0fb787dff1513766c30",
"body": null,
"is_bot": false,
"headline": "Refactor code into _is_valid_fft_coord function",
"author_name": "Simon Rochester",
"author_login": "simonkeys",
"committed_at": "2023-02-22T01:05:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b0a3477bf62984297a79aa9f4bca078cddfd55f",
"body": "Raise a ValueError if any bad coordinate is found in the DataArray while\npadding. A bad coordinate is defined as any additional coordinate\npresent in the DataArray that shares at least one of the dimensions\nalong which the grid will be padded. The error message suggests the user\nto drop the offending coordinate before trying to pad the grid.",
"is_bot": false,
"headline": "Raise error after bad coords while padding",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2023-02-10T22:39:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9ab8d2faefba6c97c89000fa8f3b9d89a745c23",
"body": "Explicit error when coordinates are not numercial",
"is_bot": false,
"headline": "Merge pull request #190 from lanougue/not_numerical_coords",
"author_name": "Takaya Uchida",
"author_login": "roxyboy",
"committed_at": "2023-02-08T16:12:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74730fc6af0c1b6517d3ed2b6580d03d6a89d4b5",
"body": null,
"is_bot": false,
"headline": "coords with calendar accepted + removing obj call",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-02-08T15:25:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5688129d4a99b444c02bd6f83c8800c7fa8f0017",
"body": null,
"is_bot": false,
"headline": "adding datetime in correct coords dtype + test",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-02-08T14:32:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed9219a887896c59383b6e2c2bb69ca8aa59ca46",
"body": null,
"is_bot": false,
"headline": "adding ufuncs removal in this PR",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-02-08T12:06:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8baebcb6c3fae30ca5240a1da8da35105a801d69",
"body": null,
"is_bot": false,
"headline": "Update ci.yaml",
"author_name": "Julius Busecke",
"author_login": null,
"committed_at": "2023-02-06T22:01:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "522e1800c8493164afea98d287ff071afc216232",
"body": null,
"is_bot": false,
"headline": "moce import is_numeric to begining of file",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-01-20T13:46:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37e36e20381f99a96e64214733dcc5188fcc3add",
"body": null,
"is_bot": false,
"headline": "da to daft in ifft",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-01-17T17:56:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89757c8e85e8132b351aa54993587f1bb5eed83c",
"body": null,
"is_bot": false,
"headline": "black formatting",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-01-17T17:50:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8021fb6754b27fb6f44d0f10394cc99516de3e57",
"body": null,
"is_bot": false,
"headline": "check if coords are numerical",
"author_name": "Frederic Nouguier",
"author_login": "lanougue",
"committed_at": "2023-01-17T17:43:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ef1f4859ab3ec7f490d88cf3353969cf31509bf",
"body": "grosse MAJ xrft",
"is_bot": false,
"headline": "Merge pull request #6 from xgcm/master",
"author_name": "frederic nouguier",
"author_login": "lanougue",
"committed_at": "2023-01-16T18:24:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5a89dceb1ddfc6769fec099c4d141fdeba8a050",
"body": "Linting for a new version release",
"is_bot": false,
"headline": "Merge pull request #186 from roxyboy/version",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-06-13T14:26:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a38e54088996e01c5b49c61fae11a23605c6277",
"body": null,
"is_bot": false,
"headline": "Update cross_phase too",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-06-13T09:18:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20ecc58ccae118fb9815a43bbef4ef69f73a6120",
"body": null,
"is_bot": false,
"headline": "From future to user",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-05-11T18:39:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24f182d92cc7e4268bdea9c743e6dc2ac9abe754",
"body": null,
"is_bot": false,
"headline": "Linting for a new version release",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-05-10T13:47:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb5d330fc9ba85c9d5ea9676f7bb2f06b5deb5a1",
"body": "Fix padding bug on no round coordinates",
"is_bot": false,
"headline": "Merge pull request #179 from santisoler/fix-padding-bug",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-05-03T13:37:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fac7944fa00acd468f91af7cfc03261cfe791819",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into fix-padding-bug",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-05-03T13:17:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "50fa14f5f1bc6dd434f04b92c824b1fe694b9e99",
"body": "Fix typos on test_padding.py",
"is_bot": false,
"headline": "Merge pull request #180 from santisoler/fix-typos",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-05-03T08:45:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "702bba98333a6f3cae99f8c62530dce714be0708",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into fix-padding-bug",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-05-02T20:34:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b5c76e40aa7bf468b81b376c24527f5125fd38d",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into fix-typos",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-05-02T18:12:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c239a94a501f49f2dd0cef53903a84548008e37",
"body": "Update black to 22.3.0 and ditch the deprecated pre-commit Action",
"is_bot": false,
"headline": "Merge pull request #182 from santisoler/black",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-04-29T07:38:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7350e35252d9a8adb00d4b3a9a999da7f9e2dee5",
"body": "Co-authored-by: Julius Busecke <julius@ldeo.columbia.edu>",
"is_bot": false,
"headline": "Pin Black on linting Action",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-28T21:47:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "641bf595e6fd01644130ec5cc333cbe4a42c318f",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into black",
"author_name": "Julius Busecke",
"author_login": null,
"committed_at": "2022-04-27T13:16:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60d8a3981be9f2ac045a8ab1bf3388778ab589fb",
"body": "Consolidate CI env files",
"is_bot": false,
"headline": "Merge pull request #184 from xgcm/jbusecke-patch-2",
"author_name": "Julius Busecke",
"author_login": null,
"committed_at": "2022-04-27T13:15:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06b2896f85be21827843085c0214c59bc9d08b96",
"body": null,
"is_bot": false,
"headline": "More recent python versions",
"author_name": "Julius Busecke",
"author_login": null,
"committed_at": "2022-04-26T20:49:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d39fd4e0d97911df7d725eacf51e9eb08824d8ee",
"body": null,
"is_bot": false,
"headline": "Consolidate CI env files",
"author_name": "Julius Busecke",
"author_login": null,
"committed_at": "2022-04-26T20:44:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07314b4d19f4aea72b48944f74bb4ac9cf17c04c",
"body": null,
"is_bot": false,
"headline": "Consolidate CI env files",
"author_name": "Julius Busecke",
"author_login": null,
"committed_at": "2022-04-26T20:41:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df7f3032eefdecd3206c67ccfa44849ca69a815d",
"body": "Install and run `black --check xrft` on the `linting.yaml` Action\nworkflow.",
"is_bot": false,
"headline": "Ditch pre-commit/action and replace it for black",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-26T16:35:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d2b3c51d13116347caec1b1b021c6fb676195ff1",
"body": null,
"is_bot": false,
"headline": "Update black version used in pre-commit",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-26T16:35:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c470d6e575f3de538d21585f75016b936fd71e43",
"body": null,
"is_bot": false,
"headline": "Remove the pre-commit.yml Action workflow",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-26T16:33:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7122545020d1bf9dd3777e819c0eb290b9487f6",
"body": "Since Black stable version, some style rules have changes. Reformat xrft\nto account for those changes.",
"is_bot": false,
"headline": "Run black 22.3.0 on the entire project",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-26T13:26:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9aa4be83a4e166ea09165ee93186d5b84977aed6",
"body": null,
"is_bot": false,
"headline": "Fix typos on test_padding.py",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-18T21:37:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7117f7fdba6ac57d5b059bf9029d376b2a49a7b8",
"body": "Use numpy.linspace to build the padded coordinate arrays instead of\nnumpy.arange. Add a new test function against coordinate arrays with no\nround floats.",
"is_bot": false,
"headline": "Fix padding bug on no round coordinates",
"author_name": "Santiago Soler",
"author_login": "santisoler",
"committed_at": "2022-04-18T21:32:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42abb0fd0474f891cab84e0ede86d7f18c16b8b4",
"body": "Complex flag for isotropize",
"is_bot": false,
"headline": "Merge pull request #176 from roxyboy/complex",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-02-16T11:46:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73bf20d29e99c3773d20704af58bfb1b84a5a3f7",
"body": null,
"is_bot": false,
"headline": "Complex flag for isotropize",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-02-16T11:24:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "023c86e4e3c8d331604ab7ec1027f04bcf7ae0eb",
"body": "Readded test_xrft.py",
"is_bot": false,
"headline": "Merge pull request #174 from avik2007/cross_spectrum_quick_fix",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2022-01-16T22:22:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fce326bcb38b548b07316050c4a2bc7534edb643",
"body": null,
"is_bot": false,
"headline": "Combined two lines in tests/test_xrft.py",
"author_name": "avik2007",
"author_login": "avik2007",
"committed_at": "2022-01-16T22:14:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77a45ef92c2b0434db9d7ae7b24e3a9ea38a70a5",
"body": null,
"is_bot": false,
"headline": "Removed a .values from test_cross_spectrum",
"author_name": "avik2007",
"author_login": "avik2007",
"committed_at": "2022-01-16T21:18:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5b1b71e434f94eef54ff6a57347e4af14c7b8d88",
"body": null,
"is_bot": false,
"headline": "Removed xrft from xrft._apply_window",
"author_name": "avik2007",
"author_login": "avik2007",
"committed_at": "2022-01-14T16:14:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cafb6e78b0d525b0efc4f30753743a1fa884708f",
"body": null,
"is_bot": false,
"headline": "Added import ..xrft to tests/test_xrft.py",
"author_name": "avik2007",
"author_login": "avik2007",
"committed_at": "2022-01-13T23:03:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b766fbc26cd79cc14dadafb77bc29dbab30d757",
"body": null,
"is_bot": false,
"headline": "Attempted to fix a name error in test_xrft.py",
"author_name": "avik2007",
"author_login": "avik2007",
"committed_at": "2022-01-13T21:50:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "16d8413aa1b3b1d297cf90815fdca4000c9650f8",
"body": null,
"is_bot": false,
"headline": "Readded test_xrft.py",
"author_name": "avik2007",
"author_login": "avik2007",
"committed_at": "2022-01-13T21:22:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "672ddd12a85f64796d76ce5d45c7d4712d1ec821",
"body": "Fix `requires` in `setup.cfg`",
"is_bot": false,
"headline": "Merge pull request #171 from zmoon/extras",
"author_name": "Takaya Uchida",
"author_login": null,
"committed_at": "2021-12-07T18:01:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3bf03c54f3de681ca148143a7d01d600d9bee70",
"body": null,
"is_bot": false,
"headline": "Fix requires",
"author_name": "zmoon",
"author_login": "zmoon",
"committed_at": "2021-11-29T02:19:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28299543adffcd000a9c6fc761c68c716a1610ec",
"body": "add space",
"is_bot": false,
"headline": "Update xrft.py (#167)",
"author_name": "RichardScottOZ",
"author_login": "RichardScottOZ",
"committed_at": "2021-11-17T21:51:11Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 15,
"commits_last_year": 13,
"latest_release_at": "2026-03-10T10:51:45Z",
"latest_release_tag": "v1.0.2",
"releases_from_tags": false,
"days_since_last_push": 69,
"active_weeks_last_year": 4,
"days_since_latest_release": 141,
"mean_days_between_releases": 215.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "xrft",
"exists": true,
"license": "MIT",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Topic :: Scientific/Engineering"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/xrft/",
"is_deprecated": false,
"latest_version": "1.0.1",
"repository_url": "https://github.com/xgcm/xrft",
"versions_count": 10,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 29035,
"first_published_at": "2019-04-10T18:32:39.659344Z",
"latest_published_at": "2023-02-08T16:15:08.651293Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1266
}
]
},
"popularity": {
"forks": 51,
"stars": 164,
"watchers": 8,
"fork_history": {
"days": [
{
"date": "2017-05-25",
"count": 1
},
{
"date": "2017-06-12",
"count": 1
},
{
"date": "2017-07-16",
"count": 1
},
{
"date": "2017-07-17",
"count": 1
},
{
"date": "2017-10-18",
"count": 1
},
{
"date": "2018-05-03",
"count": 1
},
{
"date": "2019-02-11",
"count": 1
},
{
"date": "2019-02-24",
"count": 1
},
{
"date": "2019-04-22",
"count": 1
},
{
"date": "2019-07-16",
"count": 1
},
{
"date": "2019-10-29",
"count": 1
},
{
"date": "2019-11-15",
"count": 1
},
{
"date": "2019-11-26",
"count": 1
},
{
"date": "2020-03-19",
"count": 1
},
{
"date": "2020-04-13",
"count": 1
},
{
"date": "2020-08-05",
"count": 1
},
{
"date": "2020-08-25",
"count": 1
},
{
"date": "2020-09-11",
"count": 1
},
{
"date": "2020-11-23",
"count": 1
},
{
"date": "2021-01-29",
"count": 2
},
{
"date": "2021-02-08",
"count": 1
},
{
"date": "2021-03-22",
"count": 1
},
{
"date": "2021-06-28",
"count": 1
},
{
"date": "2021-10-02",
"count": 1
},
{
"date": "2021-11-14",
"count": 1
},
{
"date": "2021-11-24",
"count": 1
},
{
"date": "2022-01-13",
"count": 1
},
{
"date": "2022-03-21",
"count": 1
},
{
"date": "2022-03-30",
"count": 1
},
{
"date": "2022-04-16",
"count": 1
},
{
"date": "2022-04-28",
"count": 1
},
{
"date": "2022-12-08",
"count": 1
},
{
"date": "2023-02-06",
"count": 1
},
{
"date": "2023-02-17",
"count": 1
},
{
"date": "2023-02-22",
"count": 1
},
{
"date": "2023-03-29",
"count": 1
},
{
"date": "2023-05-30",
"count": 1
},
{
"date": "2023-09-28",
"count": 1
},
{
"date": "2023-11-25",
"count": 1
},
{
"date": "2023-12-05",
"count": 1
},
{
"date": "2024-01-10",
"count": 1
},
{
"date": "2024-05-03",
"count": 1
},
{
"date": "2024-07-01",
"count": 1
},
{
"date": "2024-10-28",
"count": 1
},
{
"date": "2025-02-12",
"count": 1
},
{
"date": "2025-05-09",
"count": 1
},
{
"date": "2025-06-19",
"count": 1
},
{
"date": "2025-06-28",
"count": 1
},
{
"date": "2026-02-12",
"count": 1
},
{
"date": "2026-06-06",
"count": 1
}
],
"complete": true,
"collected": 51,
"total_forks": 51
},
"star_history": null,
"open_issues_and_prs": 28
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"doc/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 47360,
"source_files_sampled": 13,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 15,
"malicious_count": 0,
"assessed_package": "pypi:xrft@1.0.1",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "xarray",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "dask",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "numpy",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "pandas",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "scipy",
"manifest": "setup.cfg",
"ecosystem": "pypi",
"version_constraint": null
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [],
"collected": true,
"truncated": false,
"total_count": 0,
"direct_count": 0,
"indirect_count": 0
}
},
"maintainership": {
"issues": {
"open_prs": 8,
"merged_prs": 103,
"open_issues": 20,
"closed_ratio": 0.787,
"closed_issues": 74,
"closed_unmerged_prs": 23
},
"bus_factor": 3,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "arokem",
"commits": 71,
"avatar_url": "https://avatars.githubusercontent.com/u/118582?v=4"
},
{
"type": "User",
"login": "santisoler",
"commits": 29,
"avatar_url": "https://avatars.githubusercontent.com/u/11541317?v=4"
},
{
"type": "User",
"login": "lanougue",
"commits": 26,
"avatar_url": "https://avatars.githubusercontent.com/u/32069530?v=4"
},
{
"type": "User",
"login": "TomNicholas",
"commits": 20,
"avatar_url": "https://avatars.githubusercontent.com/u/35968931?v=4"
},
{
"type": "User",
"login": "rabernat",
"commits": 19,
"avatar_url": "https://avatars.githubusercontent.com/u/1197350?v=4"
},
{
"type": "User",
"login": "simonkeys",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/5158900?v=4"
},
{
"type": "User",
"login": "roxyboy",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/8934026?v=4"
},
{
"type": "User",
"login": "miniufo",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/9312831?v=4"
},
{
"type": "User",
"login": "jakevdp",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/781659?v=4"
},
{
"type": "User",
"login": "paigem",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/26591824?v=4"
}
],
"contributors_sampled": 23,
"top_contributor_share": 0.292
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yaml",
"linting.yaml",
"release.yaml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 3,
"reason": "2 out of 6 merged PRs checked by a CI test -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 6,
"reason": "Found 4/6 approved changesets -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 47 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 3,
"reason": "3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "c74533fce02b7279ec5d61c8a97a26902728bbaf",
"ran_at": "2026-07-29T14:00:41Z",
"aggregate_score": 4.4,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-05-21T11:58:20Z",
"oldest_open_prs": [
{
"number": 168,
"created_at": "2021-11-25T06:37:21Z",
"last_comment_at": "2025-06-18T21:44:20Z",
"last_comment_author": "DWesl"
},
{
"number": 185,
"created_at": "2022-04-28T14:49:36Z",
"last_comment_at": "2022-04-28T14:49:40Z",
"last_comment_author": "review-notebook-app"
},
{
"number": 212,
"created_at": "2025-02-14T17:03:08Z",
"last_comment_at": "2025-02-14T19:49:47Z",
"last_comment_author": "stanwest"
},
{
"number": 214,
"created_at": "2025-02-20T22:06:17Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 217,
"created_at": "2025-06-19T04:52:42Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 223,
"created_at": "2026-03-26T19:59:48Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 227,
"created_at": "2026-06-30T01:58:37Z",
"last_comment_at": "2026-06-30T02:03:51Z",
"last_comment_author": "pcarlip"
},
{
"number": 228,
"created_at": "2026-07-03T10:40:55Z",
"last_comment_at": "2026-07-03T12:24:27Z",
"last_comment_author": "lanougue"
}
],
"last_merged_pr_at": "2026-05-21T11:57:56Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 27,
"created_at": "2018-03-06T19:03:21Z",
"last_comment_at": "2021-06-15T21:09:48Z",
"last_comment_author": "roxyboy"
},
{
"number": 77,
"created_at": "2019-07-14T18:20:58Z",
"last_comment_at": "2026-06-30T02:05:05Z",
"last_comment_author": "pcarlip"
},
{
"number": 154,
"created_at": "2021-06-11T17:45:57Z",
"last_comment_at": "2021-06-16T12:47:59Z",
"last_comment_author": "santisoler"
},
{
"number": 166,
"created_at": "2021-11-11T15:00:35Z",
"last_comment_at": "2021-11-11T18:21:04Z",
"last_comment_author": "santisoler"
},
{
"number": 169,
"created_at": "2021-11-29T00:26:35Z",
"last_comment_at": "2025-06-18T21:47:07Z",
"last_comment_author": "DWesl"
},
{
"number": 170,
"created_at": "2021-11-29T00:31:26Z",
"last_comment_at": "2021-12-13T20:04:24Z",
"last_comment_author": "zmoon"
},
{
"number": 181,
"created_at": "2022-04-20T12:02:32Z",
"last_comment_at": "2023-03-06T23:12:21Z",
"last_comment_author": "dougiesquire"
},
{
"number": 198,
"created_at": "2023-04-27T15:05:08Z",
"last_comment_at": "2025-06-18T21:49:01Z",
"last_comment_author": "DWesl"
},
{
"number": 199,
"created_at": "2023-05-30T23:37:10Z",
"last_comment_at": "2023-06-01T20:28:31Z",
"last_comment_author": "roxyboy"
},
{
"number": 201,
"created_at": "2023-07-04T16:04:36Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 203,
"created_at": "2024-05-03T15:22:21Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 205,
"created_at": "2024-06-25T07:10:27Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 210,
"created_at": "2024-10-24T13:48:19Z",
"last_comment_at": "2025-06-18T21:49:32Z",
"last_comment_author": "DWesl"
},
{
"number": 211,
"created_at": "2024-12-06T20:53:29Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 213,
"created_at": "2025-02-20T21:57:47Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 215,
"created_at": "2025-03-09T07:29:56Z",
"last_comment_at": "2025-09-23T21:02:08Z",
"last_comment_author": "stanwest"
},
{
"number": 216,
"created_at": "2025-04-09T19:49:35Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 218,
"created_at": "2025-07-11T18:16:46Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 221,
"created_at": "2025-09-29T20:29:50Z",
"last_comment_at": "2026-03-26T19:57:22Z",
"last_comment_author": "santisoler"
},
{
"number": 226,
"created_at": "2026-05-27T04:39:01Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/xgcm/xrft",
"host": "github.com",
"name": "xrft",
"owner": "xgcm"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 63 is calibrated to 71 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 63,
"calibrated": 71,
"calibration": "2026-08-02"
}
}
],
"value": 71,
"inputs": {
"security": 55,
"vitality": 50,
"community": 58,
"governance": 70,
"calibration": "2026-08-02",
"engineering": 84,
"ai_readiness": 39,
"weighted_overall_raw": 63
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 50,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "at_risk",
"name": "Development activity",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"commits_last_year": 13,
"human_commit_share": 1,
"days_since_last_push": 69,
"active_weeks_last_year": 4
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 69 days ago",
"points": 18,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 69
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "4/52 weeks with commits",
"points": 2.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 4
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "13 commits in the last year",
"points": 10.3,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 13
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"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": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"releases_count": 15,
"latest_release_tag": "v1.0.2",
"releases_from_tags": false,
"days_since_latest_release": 141,
"mean_days_between_releases": 215.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "15 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 15
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 141 days ago",
"points": 27,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 141
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~215.5 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 215.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 75,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 75 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 75
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 58,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"forks": 51,
"stars": 164,
"watchers": 8,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "164 stars",
"points": 35.9,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 164
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "51 forks",
"points": 14.2,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 51
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "8 watchers",
"points": 4.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 8
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "good",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"packages": [
"xrft"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 29035
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "29,035 downloads/month across pypi",
"points": 59.5,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 29035,
"ecosystems": "pypi"
}
}
],
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 70,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "good",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"bus_factor": 3,
"contributors_sampled": 23,
"top_contributor_share": 0.292
},
"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 29% of commits",
"points": 15.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 29
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "23 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 23
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 47 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": 77,
"inputs": {
"merged_prs": 103,
"open_issues": 20,
"closed_issues": 74,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.787,
"closed_unmerged_prs": 23,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "79% of issues closed",
"points": 33.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 79
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "103/126 decided PRs merged",
"points": 24.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 103,
"decided": 126
}
}
],
"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": "Found 4/6 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 59,
"inputs": {
"followers": 27,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "xgcm",
"public_repos": 8,
"account_age_days": 3987
},
"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": "27 followers of xgcm",
"points": 10.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 27,
"login": "xgcm"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "8 public repos, account ~10 yr old",
"points": 18.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 8
}
},
{
"code": "account_age_years",
"params": {
"years": 10
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "good",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"packages": [
"xrft"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 1266
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 1266 days ago",
"points": 4,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1266
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "10 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 10
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 84,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "2 out of 6 merged PRs checked by a CI test -- score normalized to 3",
"points": 6,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "https://xrft.readthedocs.io/en/latest/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://xrft.readthedocs.io/en/latest/",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 55,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 44,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 4.4
},
"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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "2 out of 6 merged PRs checked by a CI test -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 4/6 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 47 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": "no update tool detected",
"points": 0,
"status": "missed",
"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": "3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "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": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "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): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:xrft@1.0.1 runtime dependency closure — what installing the published package pulls in — 15 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:xrft@1.0.1",
"assessed": 15
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 15,
"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": {}
}
],
"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": 15,
"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. 1 match(es) from contributors below the commit-weight threshold (fewer than 50 commits and under 10% of sampled commits) are recorded for review and do not affect the score.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
},
{
"code": "jurisdiction_below_threshold",
"params": {
"count": 1
}
}
],
"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": [
{
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
],
"assessed_self_published_locations": 20
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match; 1 match(es) below the commit-weight threshold (<50 commits and <10% of commits), review-only",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
},
{
"code": "jurisdiction_below_threshold",
"params": {
"count": 1,
"share": 10,
"commits": 50
}
}
],
"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": "weak",
"name": "AI Readiness",
"value": 39,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 14,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.26,
"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": "26 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 13.9,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 26,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"doc/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "doc/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "doc/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"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": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 47360,
"source_files_sampled": 13,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/13 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 13,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"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": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"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": {
"top": [
"library"
],
"labels": [
"library"
],
"scores": {
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-29T14:01:09.499510Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/xgcm/xrft.svg",
"full_name": "xgcm/xrft",
"license_state": "standard",
"license_spdx": "MIT"
}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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.