Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 00:09 UTC

SuperDARNCanada / dmap

Rust tools for SuperDARN DMAP file operations.

Rust · PythonLGPL-3.0★ 2 stars⑂ 2 forkssince Apr 2023View on GitHub ↗

SuperDARNCanada/dmap holds a health index of 58 out of 100, placing it in the Moderate band. It scores highest on Vitality (82/100) and lowest on Community & Adoption (32/100). It was last updated today. A single contributor accounts for most of its recent work.

58
overall / 100
Moderate

Software health index

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

58
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

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

Ownership

SuperDARNCanadaOrganization
9 followers30 public repossince May 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
crates.iodarn-dmap0.8.23460 days agosuperdarnparser-implementationsscience
PyPIdarn-dmap0.8.2-160 days ago

Metrics by category

Vitality

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

82Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
9.7/36Commit cadence — 14/52 weeks with commits
14.8/18Commit volume — 43 commits in the last year
10/10OpenSSF Scorecard: Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year43
human_commit_share1
days_since_last_push0
active_weeks_last_year14

Release discipline

100Excellent
How it's scored
27/27Ships releases — 15 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~42.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count15
latest_release_tagv0.8.2
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases42.2
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?

32At risk · 18% of overall
How it's scored
0/60Stars — 2 stars
0/25Forks — 2 forks
2.7/15Watchers — 4 watchers
Inputs used
forks2
stars2
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (LGPL-3.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
20.6/80Monthly downloads — 34 downloads/month across crates, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesdarn-dmap, darn-dmap
dependents
ecosystemscrates, pypi
total_downloads545
monthly_downloads34
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?

61Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.7/22.5Commit distribution — top contributor authored 97% of commits
2.7/13.5Contributor breadth — 2 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.968
How it's scored
40.9/46.8Issue resolution — 88% of issues closed
38.2/38.3PR acceptance — 33/33 decided PRs merged
4.5/15OpenSSF Scorecard: Code-Review — Found 3/8 approved changesets -- score normalized to 3
Inputs used
merged_prs33
open_issues1
closed_issues7
issue_closed_ratio0.875
closed_unmerged_prs0
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
7.2/25Owner reach — 9 followers of SuperDARNCanada
22.9/25Track record — 30 public repos, account ~10 yr old
Inputs used
followers9
owner_typeOrganization
is_verified
owner_loginSuperDARNCanada
public_repos30
account_age_days3,732
How it's scored
25/25Published & resolvable — 2 package(s) on crates, pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 16 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesdarn-dmap, darn-dmap
ecosystemscrates, pypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

56Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
12/20OpenSSF Scorecard: CI-Tests — 5 out of 8 merged PRs checked by a CI test -- score normalized to 6
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

52Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.5/2.5CI-Tests — 5 out of 8 merged PRs checked by a CI test -- score normalized to 6
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 3/8 approved changesets -- score normalized to 3
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

AI Readiness

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

47At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
20.8/40Legible commit history — 39 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.39
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — Cargo.toml (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Rust (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsCargo.toml
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Rust (statically typed)
55/55Manageable file sizes — 0/23 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes42,503
source_files_sampled23
oversized_source_files0

Key facts

2GitHub stars
2contributors
43commits, last 12 months
0days since last push
15releases
1bus factor
1open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index crates:darn-dmap@0.8.2; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

More detail

Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks

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.

111222212026-022026-042026-05
OpenSSF Scorecard 5.2 / 10
5.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-23 00:08 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
6CI-Tests5 out of 8 merged PRs checked by a CI test -- score normalized to 6
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 3/8 approved changesets -- score normalized to 3
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 12
RegistryPackageVersion constraintManifest
crates.iondarray0.16Cargo.toml
crates.iopyo30.26.0Cargo.toml
crates.ionumpy0.26.0Cargo.toml
crates.ioindexmap2.3.0Cargo.toml
crates.ioitertools0.13.0Cargo.toml
crates.iorayon1.10.0Cargo.toml
crates.iothiserror1.0.63Cargo.toml
crates.iozerocopy0.7.35Cargo.toml
crates.iolazy_static1.5.0Cargo.toml
crates.iobzip20.4.4Cargo.toml
crates.iopaste1.0.15Cargo.toml
PyPInumpy<3pyproject.toml
All dependencies 14

Full resolved dependency set from the GitHub dependency graph: 12 direct and 2 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iobzip2direct
crates.ioindexmapdirect
crates.ioitertoolsdirect
crates.iolazy_staticdirect
crates.iondarraydirect
crates.ionumpydirect
crates.iopastedirect
crates.iopyo3direct
crates.iorayondirect
crates.iothiserrordirect
crates.iozerocopydirect
PyPInumpydirect
crates.iocriterionindirect
PyPImaturinindirect
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 790,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Rust": 182070,
        "Python": 34689
      },
      "pushed_at": "2026-07-22T21:31:03Z",
      "created_at": "2023-04-28T06:05:13Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-22T20:27:10Z",
      "description": "Rust tools for SuperDARN DMAP file operations.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "LGPL-3.0",
      "default_branch": "develop",
      "license_spdx_raw": "LGPL-3.0",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://superdarn.ca/",
      "name": null,
      "type": "Organization",
      "login": "SuperDARNCanada",
      "company": null,
      "location": "Canada",
      "followers": 9,
      "avatar_url": "https://avatars.githubusercontent.com/u/19173794?v=4",
      "created_at": "2016-05-03T17:49:55Z",
      "is_verified": null,
      "public_repos": 30,
      "account_age_days": 3732
    },
    "license": {
      "state": "standard",
      "spdx_id": "LGPL-3.0",
      "raw_spdx": "LGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2026-07-22T21:31:04Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2026-07-02T18:21:48Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2026-06-03T18:43:44Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2026-01-23T18:16:29Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2025-12-03T16:41:55Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2025-10-03T19:05:03Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2025-09-15T21:18:04Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2025-08-19T15:43:11Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2025-07-09T21:52:48Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2025-07-07T21:34:52Z"
        },
        {
          "tag": "v0.1.6",
          "kind": "patch",
          "published_at": "2024-10-29T21:20:03Z"
        },
        {
          "tag": "v0.1.5",
          "kind": "patch",
          "published_at": "2024-10-15T21:13:30Z"
        },
        {
          "tag": "v0.1.4",
          "kind": "patch",
          "published_at": "2024-08-14T21:17:19Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2024-08-14T14:56:48Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2024-08-08T21:00:54Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "2775f9a65343fcb8c47326ca4adbfeb6cfa50d90",
          "body": "Adding 'widetx' field",
          "is_bot": false,
          "headline": "Merge pull request #39 from SuperDARNCanada/wide_field",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-07-22T20:27:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37597e4f8c26261c06d504dee167499a3e60aa29",
          "body": null,
          "is_bot": false,
          "headline": "Version bump",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-07-02T16:53:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ddb1b2728a41093797bde080746817d54afe2b4",
          "body": "Decouples Python bindings from Rust core.\n\n* Python features gated behind `python` feature gate - automatically used when building with `maturin`.\n* Moved pure-Rust functionality in `write_rust` macro out of lib.rs into the `Record` trait as `try_write_to_file()` function.\n* Bumps the MSRV to 1.85.1",
          "is_bot": false,
          "headline": "Merge pull request #38 from StoatPower/feature-gate-python-bindings",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-07-02T16:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d36f2ec5cdb25e27f5b9912254d9be1d56ecd87a",
          "body": "…de its sibling . Updated the Python bindings to call it as appropriate.",
          "is_bot": false,
          "headline": "Removed the  macro from  and folded  directly into the  trait alongsi…",
          "author_name": "Matt Caldwell (Aggadon)",
          "author_login": "StoatPower",
          "committed_at": "2026-06-24T23:58:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b771ff7bb9195d6fb763072ce37c8f24b507162",
          "body": "…ess surface area for project maintenance",
          "is_bot": false,
          "headline": "Removed convenience Rust API (and tests) in favor of simplicity and l…",
          "author_name": "Matt Caldwell (Aggadon)",
          "author_login": "StoatPower",
          "committed_at": "2026-06-23T17:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78c0a9f7be38a1927c671bc9f4461ab47e737575",
          "body": null,
          "is_bot": false,
          "headline": "style",
          "author_name": "Carley",
          "author_login": null,
          "committed_at": "2026-06-23T17:27:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f384e9f46df46f87a089aab0718091664978632e",
          "body": null,
          "is_bot": false,
          "headline": "adding widetx field to fitacf, rawacf, iqdat, and snd files",
          "author_name": "Carley",
          "author_login": null,
          "committed_at": "2026-06-23T17:24:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2e8090c1b03139eb4a05b2dbb8992d49f7b9500",
          "body": "… for CI compatibility",
          "is_bot": false,
          "headline": "added python feature flag to [tool.maturin] section in pyproject.toml…",
          "author_name": "Matt Caldwell",
          "author_login": "StoatPower",
          "committed_at": "2026-06-23T16:04:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a699ad0cb555640c09ca62d9434eabc35985989",
          "body": "The previous rust-version of 1.63.0 no longer builds with the\ncurrent dependency graph. Testing identified dependencies requiring\nnewer toolchains and edition 2024 support.\n\nKeep the crate on edition 2021 while updating the minimum supported\nRust version to 1.85.1.",
          "is_bot": false,
          "headline": "Update MSRV to Rust 1.85.1",
          "author_name": "Matt Caldwell (Aggadon)",
          "author_login": "StoatPower",
          "committed_at": "2026-06-13T02:32:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22fc3a5d4a1b6a7a06bb24e84f73a90169e04d99",
          "body": "…neration code is decoupled from rust core; include it with feature flag ; goal is to have a clean rust core api for dmap that can more cleanly be consumed/wrapped by languages other than just python\n\nadded comments for the rust read api\n\nadded unit tests for Rust's read api",
          "is_bot": false,
          "headline": "refactored towards a separation of concerns/dependencies so python ge…",
          "author_name": "Matt Caldwell",
          "author_login": "StoatPower",
          "committed_at": "2026-06-13T02:32:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5f3d4c97249b22a7e5cfd8047178b24676e2337",
          "body": null,
          "is_bot": false,
          "headline": "Version number bump",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-06-03T18:34:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "621a86c362ae31438de9dec19916d32a96699cd7",
          "body": "New functionality, sniff any record(s) from file.\n\n* New `indices` keyword which can be used with any of the supported modes `\"strict\"`, `\"lax\"`, or `\"metadata\"`, used to read only specific records from the file\n* `sniff` mode removed\n* Significant internal refactor to modularize codebase for clarity.",
          "is_bot": false,
          "headline": "Merge pull request #34 from SuperDARNCanada/sniff_last",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-06-03T14:35:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b13d2a1ae2c1a51b1d9c6609f9c50b5c3e383123",
          "body": null,
          "is_bot": false,
          "headline": "Updated Python API with new functionality.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-05-28T15:48:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dec5c52b1e91629985c303f544689aa253dcea6",
          "body": "* New `Parser` struct handles all parsing details, wraps `Cursor`.\n* `Record` trait now has very little parsing logic.\n* Need to update Python wrapper still\n* New functions for reading select records from file, bytes, or just\n  metadata, by indices, and optionally \"lax\" (except metadata).",
          "is_bot": false,
          "headline": "Refactored Record trait internals.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-05-27T22:02:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4eff439c243d636132652b0ea1e062b4fe9a3dae",
          "body": "* Pass in indices to sniff, returns list of sniffed records.",
          "is_bot": false,
          "headline": "Sniff ANY record(s).",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-05-19T21:19:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91098f0b9c0b1d86d187b6f044d7d7130bc3abb3",
          "body": "* Usable in both APIs, useful for getting last record (e.g. want length of file, not whole thing)",
          "is_bot": false,
          "headline": "Refactored some duplicate code, added sniff_last.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-04-30T21:34:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d634643114bf4d9847d57fb1a6872d2e811e55ea",
          "body": null,
          "is_bot": false,
          "headline": "Corrected macos-latest target",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-01-22T20:42:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b278fb32f550f304c1bb4c36ac89b037f4d40087",
          "body": null,
          "is_bot": false,
          "headline": "Updated macos runners for Actions.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-01-22T18:58:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bec439e011b0248d640557930a4e52ebbf462248",
          "body": null,
          "is_bot": false,
          "headline": "Version bump",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-01-22T18:50:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4c8f960fb8542301cd592d90d345e58d532c75e",
          "body": "* Not limited to detecting file extension, can compress and return raw\n  bytes as well.\n* Updated Python and Rust APIs accordingly.",
          "is_bot": false,
          "headline": "Added ability to compress with bzip2 always.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2026-01-22T18:43:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b85a9ac70844d4dba5f7a96bbf00bfa295f9bae",
          "body": null,
          "is_bot": false,
          "headline": "Add Cargo.lock to git ignore",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-12-03T19:08:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14861c149a2234ed0f58f145769e921fd37eb05d",
          "body": null,
          "is_bot": false,
          "headline": "Version number bump",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-12-03T16:09:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d1a23e41cc6bce9adf5fda717091c83ddad7357",
          "body": null,
          "is_bot": false,
          "headline": "Updated link to docs.rs in README badge.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-12-03T15:58:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d225911982f96f6c6e5b2c1b3ac2c276d7c3cdb9",
          "body": "* Updated tests accordingly\n* Added more benchmark functions\n* Updated Python and Rust APIs with new functions.\n* Tested with `cargo test` and `pytest`.",
          "is_bot": false,
          "headline": "Added ability to read only metadata from records.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-12-03T15:48:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68b2734d45f4a4b54ffbf4b9a3bd48e5667fa3f7",
          "body": null,
          "is_bot": false,
          "headline": "Removed some invalid keywords from package metadata.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-03T19:16:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "767ac94f9c50601e6a49b46722106766f692b299",
          "body": null,
          "is_bot": false,
          "headline": "Limiting the files that are included in the Rust build.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-03T19:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "febae48c450f54784a4b80d1431ac38a9b5fa198",
          "body": null,
          "is_bot": false,
          "headline": "Version number bump to v0.5",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-03T18:19:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "300fe23dfaeb50b9b4eb2095399a94c6057098c8",
          "body": null,
          "is_bot": false,
          "headline": "Tidying metadata for eventual publish",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-03T18:14:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "079495677a4aefad3d17bb481b3770cd8de068aa",
          "body": null,
          "is_bot": false,
          "headline": "Minor doc update.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-03T15:29:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d450a3bebeca571c8afc15cb2343a77e1388bea3",
          "body": null,
          "is_bot": false,
          "headline": "Bumped pyo3 version for Python 3.14 support",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-03T14:46:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbb2af2d2ba9c0c187b569cbef2828d3c7b44574",
          "body": null,
          "is_bot": false,
          "headline": "Updated pyo3 dependency to support Python 3.13",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-02T21:38:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afb53200ff54ed32def57bad42ca3a38d5ac0ba6",
          "body": "* Also ran `ruff` over the Python codebase.",
          "is_bot": false,
          "headline": "Added pytests for Python API.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-10-02T18:15:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f17eecad6f10533e364b7061f3ad45030ff388bf",
          "body": "* Fixed Python API\n* Added badges\n* Added .gitignore\n* Changed crate name to `darn-dmap` for crates.io",
          "is_bot": false,
          "headline": "Several changes:",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-19T17:14:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d07fbf78579d3dda9d171892a76060b960ffbe4",
          "body": "* Updated READMEs\n* Python API defaults to \"lax\" reading mode\n* Cleaned up a lot of clippy warnings",
          "is_bot": false,
          "headline": "Lots of changes in various scopes.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-19T15:08:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8291d7b7ded69c554cef854808bd153bd037d66f",
          "body": "* `python/` directory contains wrapper around API exported by pyo3,\n  simplifying API considerably\n* Refactored Rust API to use the `Record` trait for reading and writing\n  exclusively, removing \"convenience\" functions `read_[type]`,\n`write_[type]`\n* Some internal refactoring of functions and modules\n* Anything that used to take a `PathBuf` now takes `AsRef<Path>`\n* Added LGPLv3 license",
          "is_bot": false,
          "headline": "Moved to mixed Python/Rust format.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-18T03:38:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94b6431e2940b57f42113faeceeab05b851c1a96",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number and updated detect_bz2() doc.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-15T21:03:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a742a3b524dcb754f0450374f288b7c267aef2b9",
          "body": "Auto bz2 detection, simpler import API, more unit tests.",
          "is_bot": false,
          "headline": "Merge pull request #26 from SuperDARNCanada/auto_bz2",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-15T20:58:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fd52cf4502b24874fffd53362c62141586113e5",
          "body": null,
          "is_bot": false,
          "headline": "Created a swath of unit tests.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-15T20:48:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ccd1cfe0de2de92ea4d19d9e4b3b3fad76b7335",
          "body": null,
          "is_bot": false,
          "headline": "Re-export main structs/traits/error from lib.rs",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-12T21:26:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8828390b90ee150945928a0a923fab739a015e9e",
          "body": "reader.\n\n* Added more tests as well, testing missing optional and required fields\n  for each field and record type.",
          "is_bot": false,
          "headline": "Detect bz2 compression with magic signature \"BZh\" at the start of a",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-09-12T18:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17b8d0f8a3df43b582f7146b4b57c1c7593f9efa",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-08-19T15:36:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86e073d809ed9d6716065c55865cb680484fec35",
          "body": null,
          "is_bot": false,
          "headline": "Version bump to 0.3.0",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-08-19T15:22:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f926c8a3a4bdd2bc91d9b68d174641e0edd39f7a",
          "body": "* Useful for getting a look at the contents without having to read in the entire file.\n* Doesn't decompress the entire file if using bz2 compression; will only decompress what is necessary to read the first record.",
          "is_bot": false,
          "headline": "Added ability to \"sniff\" first record of files. (#24)",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-08-19T15:17:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2807627ab0bcd0268f8ee8f9905cd692d7423424",
          "body": "* Added lax reading from bytes for Python API.\n* Version bump and CI.yml update to fix uploading to PyPI",
          "is_bot": false,
          "headline": "Release: v0.2.1 (#22)",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-09T21:51:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd1b44cc3e278bb82e74db9bddd08e0da7ba874f",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-09T21:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dd20e7f03601322700e93b8c72cf6e7265d07b8",
          "body": null,
          "is_bot": false,
          "headline": "Version bump and CI.yml update to fix uploading to PyPI",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-09T21:53:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2236bea614a3bdd6e000fdef52ed92539b0fbec7",
          "body": null,
          "is_bot": false,
          "headline": "Added lax reading from bytes for Python API.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-09T21:51:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a80e25acc5aa1365ce7a06b7a39147a1976085c",
          "body": "Added token authentication for PyPI",
          "is_bot": false,
          "headline": "Update CI.yml",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-07T21:30:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03ce4382c5705f7823f25fb5e64fbb37a335adce",
          "body": null,
          "is_bot": false,
          "headline": "Return Python bytes for `write_dmap_bytes`",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-07T20:28:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60903e1b12954407c21103af01af86e2eb0f3f74",
          "body": "* Created reading functions that are lax on corrupt records. They return `([recs], int|None)`, where the second element is the byte where the corrupted records start, or None if no records are corrupted. These functions have the same python signature, but are named `read_dmap_lax`, `read_iqdat_lax`,\n[…]\nith a developer guide to explain the crate structure and what the files roughly contain.\n* Version number bump\n* Run all OS builds in CI for PR\n* Updated CI.yml with new `maturin-ci generate` command.",
          "is_bot": false,
          "headline": "Release v0.2 (#21)",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-07T20:24:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0d7e251fd0b0c76d97769b55e02f0c23eba894a",
          "body": null,
          "is_bot": false,
          "headline": "Disable free-threaded Python 3.13 support.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-07T14:57:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e397d5e4e8eb2faa4e077027ec68cdc32b334165",
          "body": "* Adds free-threaded Python 3.13 support",
          "is_bot": false,
          "headline": "Updated CI.yml with new `maturin-ci generate` command.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-07T14:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59539c48796b2ccf730d6c10b3f251176de17421",
          "body": null,
          "is_bot": false,
          "headline": "Run all OS builds in CI for PR",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-03T20:05:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33120f7aae381851b62a989015c595964a84a65c",
          "body": null,
          "is_bot": false,
          "headline": "Version number bump",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-03T20:00:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3d25be00df73026cb675700b3e6ebfac1d870ed",
          "body": "Lax reading, bytes I/O, and internal refactor with macro_rules",
          "is_bot": false,
          "headline": "Merge pull request #20 from SuperDARNCanada/lax_read",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-03T19:36:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3365bdf207062db0a68d9985100cbac2232db88",
          "body": "Fleshed out README.md with a developer guide to explain the crate structure and what the files roughly contain.",
          "is_bot": false,
          "headline": "Added new functions to read from / write to bytes via Python API.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-07-03T19:44:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26e76427b4db05bdc2e616d9f81b88c4807eb6f8",
          "body": null,
          "is_bot": false,
          "headline": "Ran `cargo fmt`",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-25T19:03:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c37669cd71592f6ca25cc04a9001d10e4f200ae",
          "body": null,
          "is_bot": false,
          "headline": "Added a few unit tests to types.rs",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-25T16:46:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54eb4558acb08e26d4817de5afc61e4ab4609aaf",
          "body": "* Renamed `GenericRecord` to `DmapRecord`, and moved into dmap.rs file.\n* Moved dmap.rs file containing `Record` trait to src/record.rs\n* Finished using macro_rules to simplify lib.rs\n* Used macro_rules to simplify io_benchmarking.rs",
          "is_bot": false,
          "headline": "Some larger refactoring with macro_rules.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-25T16:11:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3969b0cac6a5e9d51f3d8c792089ce68e35da3e9",
          "body": null,
          "is_bot": false,
          "headline": "Adding macros to lib.rs",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-24T20:12:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f0575d5e6b7fd9e4b4757e1bc80adbfcfd32ebd",
          "body": null,
          "is_bot": false,
          "headline": "Updated tests.rs to generate with macro_rules!",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-24T19:50:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dadcbd03c61521af172dd125b713c056008c556a",
          "body": null,
          "is_bot": false,
          "headline": "Used macro_rules to reduce similar code blocks.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-24T17:10:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "642bd7966c9a55e1b2eb6b69fd4a0d41e3262f92",
          "body": "They return `([recs], int|None)`, where the second element is the byte where the corrupted records start, or None if no records are corrupted. These functions have the same python signature, but are named `read_dmap_lax`, `read_iqdat_lax`, etc.",
          "is_bot": false,
          "headline": "Created reading functions that are lax w.r.t. corrupt records.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-06-19T20:31:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39341960bf4c66d100d4d4c9d7ba7c5f5747ea60",
          "body": null,
          "is_bot": false,
          "headline": "Error on bad rec sizes in files",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2025-02-28T18:55:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50e1041b14aea8301c5e1b75482972367e9b3874",
          "body": "Patch release v0.1.6",
          "is_bot": false,
          "headline": "Merge pull request #19 from SuperDARNCanada/develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-29T21:17:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d78e2f9697ffffb471dcacf761638421b3a3248",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-29T21:17:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "498f1d0d811836348b2a6ca603c515fe1e2c5921",
          "body": null,
          "is_bot": false,
          "headline": "Updated version number and include MSRV in Cargo.toml",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-29T21:21:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17a5a64adee479e5b85a11fdc258c7123a6002ff",
          "body": "Reverting the mess that was caused by #14",
          "is_bot": false,
          "headline": "Merge pull request #18 from SuperDARNCanada/fixing_the_mess",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-17T15:20:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "411057a3f1077baa851ecb308452a67398b1a1a4",
          "body": null,
          "is_bot": false,
          "headline": "Reverting the mess that was caused by #14",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-16T23:23:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8312f315020212a341c82acc543481d8c88e494",
          "body": null,
          "is_bot": false,
          "headline": "Fixing version error from reverted PR #15",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T21:07:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa6096762be69258fcbff54e10cf226e42aedcfd",
          "body": null,
          "is_bot": false,
          "headline": "Remove 32-bit windows support",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T20:48:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "978577a0512d8fc2bd237222680308c4319c26ff",
          "body": "Small update to fix maturin and support numpy<3",
          "is_bot": false,
          "headline": "Merge pull request #17 from SuperDARNCanada/develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T19:24:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cdb1069237fce86c34998a5a39c8f927f951e6a",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T19:19:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab933bd6777a2ede2ae01e9ebc022662be5bd840",
          "body": null,
          "is_bot": false,
          "headline": "sccache still failed - another attempt at disabling",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T19:18:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3f8a8ffc0d84dab44ad1fb460c1b56414d29b9b",
          "body": null,
          "is_bot": false,
          "headline": "Disable sccache in CI.yml",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T19:05:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f6c5b940d8d0cce2ae389ffddd9deb01108e972",
          "body": null,
          "is_bot": false,
          "headline": "Another crack at Github actions failure",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-15T19:02:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fde8984d89f3f655e2878b8a9f29654632bd7bd0",
          "body": "…openssl/issues/2036#issuecomment-1724324145",
          "is_bot": false,
          "headline": "Attempting CI fix using solution of https://github.com/sfackler/rust-…",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T22:29:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1b9439ba6b8250e4a265371900a22f1f9e70f76",
          "body": "* See https://github.com/PyO3/maturin-action/issues/291",
          "is_bot": false,
          "headline": "Patch for broken maturin-action.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T22:23:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9e0d0bb30cdbc0ce900fb4fea08a28c14e0ab54",
          "body": null,
          "is_bot": false,
          "headline": "Bumpy numpy version to support `numpy>2`",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T22:17:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf3b1b643471ff41bbf9333a86b3eeca84a0bbc7",
          "body": "Improved error messages",
          "is_bot": false,
          "headline": "Merge pull request #16 from SuperDARNCanada/file_errors",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T20:49:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29bb45482ca84de5b9c1a49098c43bebb3b7c0c2",
          "body": "Revert \"Improved error messages\"",
          "is_bot": false,
          "headline": "Merge pull request #15 from SuperDARNCanada/revert-14-file_errors",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T20:47:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3311f84f330d409bb437f345dfe318e835143372",
          "body": null,
          "is_bot": false,
          "headline": "Revert \"Improved error messages\"",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T20:43:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a79432660edddced11f4ba0fc7822792bdc872d",
          "body": null,
          "is_bot": false,
          "headline": "Ran cargo fmt",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T20:28:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df0b46eb0ba0611c516365ecaf7873e5c4c9f668",
          "body": "Improved error messages",
          "is_bot": false,
          "headline": "Merge pull request #14 from SuperDARNCanada/file_errors",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T20:28:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "441b712e50b18b1653f0d08f8cb0c58812d45878",
          "body": "* Only prints the first record in full, as well as a list of all records with errors.",
          "is_bot": false,
          "headline": "Improved error messages for file I/O.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-10-11T20:27:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6850bd681236c268f87e0049af9eeacdc3ab3b94",
          "body": null,
          "is_bot": false,
          "headline": "Attempting to fix github actions failure",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-26T21:57:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81984dd670db3c6b565eda9f5ef5f206ddedce5d",
          "body": "* Had to be more strict with trait constraints for Record to still use rayon\n* Created new API functions for reading specific file types\n* Fixed a ton of clippy warnings",
          "is_bot": false,
          "headline": "Used generics to reduce copied code in lib.rs",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-26T20:57:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96d5fbe7b0af07a9ea2f061fbba3c71c27f94e01",
          "body": "* Added many From and TryFrom impls for DmapField, DmapVec, DmapScalar enums for easy back and forth to native types and Array types.\n* Added convenience methods `get()` and `keys()` for Record impls, to access the underlying IndexMap",
          "is_bot": false,
          "headline": "Changes to API to accommodate updating of backscatter-rs crate.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-26T03:09:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b866fbbedfec358f54154dbee84b52b9abb5b14",
          "body": null,
          "is_bot": false,
          "headline": "Made `data` field of Record structs public",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-24T12:56:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14a17a9c25ebb384b942186393692c450d52b0d3",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-13T20:11:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1819afca3d922f97081cbd190484e6114b0865cb",
          "body": null,
          "is_bot": false,
          "headline": "Bumping version to v0.1.5, and appending to files for .bz2 as well.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-13T20:12:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c48e136e4aae4b7fa99f3fc01ed13a889065c046",
          "body": "Updated file permissions for writing",
          "is_bot": false,
          "headline": "Merge pull request #12 from SuperDARNCanada/append_when_writing",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-10T20:42:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1cd34930b2a29fd25654517f4c9f5bb0a97cbc8",
          "body": "…ns in `write_file`.\n\n* .bz2 files are opened with `write` and `create_new` (fails if already exists)\n* non-.bz2 files are opened with `append` and `create`",
          "is_bot": false,
          "headline": "Ran `cargo fmt`, bumped version to match main, and modified permissio…",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-09-10T16:19:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "066cc7d1ae39d9edbc757e747c04ef795398df18",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.1.4",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T20:33:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9129df772480be9d383234a0171d54fffbfb4eb",
          "body": "* Linux is cheapest to run, macos and windows jobs have time multiplier when determining how much of your free action time you've used. Better to be stingy, but still catch bugs before release.",
          "is_bot": false,
          "headline": "Only run actions on linux unless it is tagged release.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T20:02:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74f41b3dad59436a001692844dd3214d3938b8e8",
          "body": "Verified optional fields for file types",
          "is_bot": false,
          "headline": "Merge pull request #11 from SuperDARNCanada/develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T19:58:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c8916565b43360ea8b587e118361bd7880c0278",
          "body": "Correcting optional fields in files.",
          "is_bot": false,
          "headline": "Merge pull request #10 from SuperDARNCanada/map_fields",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T19:34:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef9102268358b1d2284621f7af0edbf622a9bd44",
          "body": "* Renamed target file for generic I/O test, to avoid race condition crashing test",
          "is_bot": false,
          "headline": "Verified fields against pydarnio for all file types.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T19:40:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8892a2df8c404b9a3b6b773746ea7b0831b0f27c",
          "body": null,
          "is_bot": false,
          "headline": "Correcting optional vector fields in map files.",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T19:15:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "588ce204bc368dc85eacbe2d14c922f0997f4676",
          "body": "Generic I/O and bz2 support",
          "is_bot": false,
          "headline": "Merge pull request #9 from SuperDARNCanada/develop",
          "author_name": "Remington Rohel",
          "author_login": "RemingtonRohel",
          "committed_at": "2024-08-14T14:51:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 15,
      "commits_last_year": 43,
      "latest_release_at": "2026-07-22T21:31:04Z",
      "latest_release_tag": "v0.8.2",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 14,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 42.2
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "darn-dmap",
          "exists": true,
          "license": "LGPL-3.0-or-later",
          "keywords": [
            "superdarn",
            "parser-implementations",
            "science"
          ],
          "ecosystem": "crates",
          "matches_repo": true,
          "registry_url": "https://crates.io/crates/darn-dmap",
          "is_deprecated": false,
          "latest_version": "0.8.2",
          "repository_url": "https://github.com/SuperDARNCanada/dmap",
          "versions_count": 6,
          "total_downloads": 545,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 34,
          "first_published_at": "2025-10-03T19:17:48.336818Z",
          "latest_published_at": "2026-07-22T21:29:17.014146Z",
          "latest_version_yanked": false,
          "days_since_latest_publish": 0
        },
        {
          "name": "darn-dmap",
          "exists": true,
          "license": null,
          "keywords": [
            "Programming Language :: Python",
            "Programming Language :: Rust"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/darn-dmap/",
          "is_deprecated": false,
          "latest_version": "0.8.2",
          "repository_url": "https://github.com/SuperDARNCanada/dmap",
          "versions_count": 16,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2024-07-11T20:11:27.053403Z",
          "latest_published_at": "2026-07-22T21:39:54.855669Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 2,
      "stars": 2,
      "watchers": 4,
      "fork_history": {
        "days": [
          {
            "date": "2026-02-08",
            "count": 1
          },
          {
            "date": "2026-05-24",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 2,
        "total_forks": 2
      },
      "star_history": null,
      "open_issues_and_prs": 1
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "Cargo.toml"
      ],
      "largest_source_bytes": 42503,
      "source_files_sampled": 23,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml",
        "pyproject.toml"
      ],
      "advisories": {
        "error": "No resolved dependencies carried a version and a supported ecosystem",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 14,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "crates",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "ndarray",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.16"
        },
        {
          "name": "pyo3",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.26.0"
        },
        {
          "name": "numpy",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.26.0"
        },
        {
          "name": "indexmap",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.3.0"
        },
        {
          "name": "itertools",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.13.0"
        },
        {
          "name": "rayon",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.10.0"
        },
        {
          "name": "thiserror",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.63"
        },
        {
          "name": "zerocopy",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.7.35"
        },
        {
          "name": "lazy_static",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.5.0"
        },
        {
          "name": "bzip2",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.4.4"
        },
        {
          "name": "paste",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.15"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "<3"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "bzip2",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "indexmap",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "itertools",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "lazy_static",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "ndarray",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "paste",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "pyo3",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "rayon",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "thiserror",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "zerocopy",
            "direct": true,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "criterion",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "maturin",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 14,
        "direct_count": 12,
        "indirect_count": 2
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 33,
        "open_issues": 1,
        "closed_ratio": 0.875,
        "closed_issues": 7,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "RemingtonRohel",
          "commits": 149,
          "avatar_url": "https://avatars.githubusercontent.com/u/77300402?v=4"
        },
        {
          "type": "User",
          "login": "StoatPower",
          "commits": 5,
          "avatar_url": "https://avatars.githubusercontent.com/u/6617735?v=4"
        }
      ],
      "contributors_sampled": 2,
      "top_contributor_share": 0.968
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "CI.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "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": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 6,
            "reason": "5 out of 8 merged PRs checked by a CI test -- score normalized to 6",
            "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": 3,
            "reason": "Found 3/8 approved changesets -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "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": 10,
            "reason": "16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "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": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "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": "2775f9a65343fcb8c47326ca4adbfeb6cfa50d90",
        "ran_at": "2026-07-23T00:08:51Z",
        "aggregate_score": 5.2,
        "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": "2026-07-22T20:44:42Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-22T20:44:52Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 32,
          "created_at": "2026-04-29T14:44:17Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/SuperDARNCanada/dmap",
    "host": "github.com",
    "name": "dmap",
    "owner": "SuperDARNCanada"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 58,
      "inputs": {
        "security": 52,
        "vitality": 82,
        "community": 32,
        "governance": 61,
        "engineering": 56
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 82,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "commits_last_year": 43,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 14
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "14/52 weeks with commits",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 14
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "43 commits in the last year",
                "points": 14.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 43
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "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": 100,
            "inputs": {
              "releases_count": 15,
              "latest_release_tag": "v0.8.2",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 42.2
            },
            "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 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~42.2 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 42.2
                    }
                  }
                ],
                "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": "excellent",
            "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": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 32,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 3,
            "inputs": {
              "forks": 2,
              "stars": 2,
              "watchers": 4,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "4 watchers",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (LGPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "LGPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "critical",
            "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": 26,
            "inputs": {
              "packages": [
                "darn-dmap",
                "darn-dmap"
              ],
              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 545,
              "monthly_downloads": 34
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "34 downloads/month across crates, pypi",
                "points": 20.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 34,
                      "ecosystems": "crates, 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": "moderate",
        "name": "Sustainability & Governance",
        "value": 61,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 18,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.968
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 97% of commits",
                "points": 0.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 97
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "merged_prs": 33,
              "open_issues": 1,
              "closed_issues": 7,
              "issue_closed_ratio": 0.875,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "88% of issues closed",
                "points": 40.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 88
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "33/33 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 33,
                      "decided": 33
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/8 approved changesets -- score normalized to 3",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "followers": 9,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "SuperDARNCanada",
              "public_repos": 30,
              "account_age_days": 3732
            },
            "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": "9 followers of SuperDARNCanada",
                "points": 7.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 9,
                      "login": "SuperDARNCanada"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "30 public repos, account ~10 yr old",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 30
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "darn-dmap",
                "darn-dmap"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "16 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 16
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 56,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "5 out of 8 merged PRs checked by a CI test -- score normalized to 6",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "5 out of 8 merged PRs checked by a CI test -- score normalized to 6",
                "points": 1.5,
                "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 3/8 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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": "16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 47,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 21,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.39,
              "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": "39 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 39,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "Cargo.toml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 42503,
              "source_files_sampled": 23,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/23 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 23,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index crates:darn-dmap@0.8.2; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T00:09:05.791959Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/SuperDARNCanada/dmap.svg",
  "full_name": "SuperDARNCanada/dmap",
  "license_state": "standard",
  "license_spdx": "LGPL-3.0"
}

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

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

How one result sits in the wider record: aggregate statisticscrates.io, PyPI.