Public record
Software health reportschema 0.23.0 · metrics 1.13.0 · 2026-07-21 21:34 UTC

wtsi-hgi / wa

Workflow Automation

Go · TypeScriptMIT★ 0 stars⑂ 0 forkssince Mar 2026View on GitHub ↗

wtsi-hgi/wa holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (78/100) and lowest on Community & Adoption (24/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.

57
overall / 100
Moderate

Software health index

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

57
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
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

36 followers444 public repossince Oct 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/wtsi-hgi/wav0.9.1-134 days ago

Metrics by category

Vitality

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

78Good · 22% of overall
How it's scored
36/36Push recency — last push 4 days ago
9/36Commit cadence — 13/52 weeks with commits
16/18Commit volume — 60 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year60
human_commit_share1
days_since_last_push4
active_weeks_last_year13
How it's scored
16.2/27Ships releases — 13 version tags (no GitHub releases)
36/36Release recency — latest release 4 days ago
27/27Release cadence — a release every ~3.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count13
latest_release_tagv0.9.1
releases_from_tagsyes
days_since_latest_release4
mean_days_between_releases3.1
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?

24Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

59Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
37.1/38.3PR acceptance — 32/33 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs32
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs1
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
11.3/25Owner reach — 36 followers of wtsi-hgi
25/25Track record — 444 public repos, account ~13 yr old
Inputs used
followers36
owner_typeOrganization
is_verified
owner_loginwtsi-hgi
public_repos444
account_age_days5,027
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 4 days ago
20/20Version history — 13 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/wtsi-hgi/wa
ecosystemsgo
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

69Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

40At risk
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

46At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.2/2.5CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
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 — 30 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
0/7.5Vulnerabilities — 58 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): branch_protection, 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.

60Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
28.4/40Legible commit history — 32 of 60 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.533
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — frontend/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 60
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
lockfilesgo.sum, pnpm-lock.yaml
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsfrontend/tsconfig.json
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
48.4/55Manageable file sizes — 36/301 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes263,405
source_files_sampled301
oversized_source_files36

Key facts

0GitHub stars
1contributors
60commits, last 12 months
4days since last push
13releases
1bus factor
0open issues
Go, npmpackage ecosystems

Data collection warnings

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-07-21 21:34 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
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
10Maintained30 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
0Vulnerabilities58 existing vulnerabilities detected
Direct dependencies 31
RegistryPackageVersion constraintManifest
npm@radix-ui/react-popover^1.1.15frontend/package.json
npm@radix-ui/react-slot^1.2.3frontend/package.json
npm@radix-ui/react-tooltip^1.2.8frontend/package.json
npm@tanstack/react-table^8.21.3frontend/package.json
npmclass-variance-authority^0.7.1frontend/package.json
npmclsx^2.1.1frontend/package.json
npmcmdk^1.1.1frontend/package.json
npmhighlight.js^11.11.1frontend/package.json
npmlucide-react^0.543.0frontend/package.json
npmnext^16.0.0frontend/package.json
npmnext-themes^0.4.6frontend/package.json
npmreact^19.2.0frontend/package.json
npmreact-dom^19.2.0frontend/package.json
npmreact-markdown^10.1.0frontend/package.json
npmsharp^0.34.5frontend/package.json
npmsonner^2.0.7frontend/package.json
npmtailwind-merge^3.3.1frontend/package.json
npmzod^4.1.11frontend/package.json
Gogithub.com/DATA-DOG/go-sqlmockv1.5.2go.mod
Gogithub.com/gin-gonic/ginv1.11.0go.mod
Gogithub.com/go-ldap/ldap/v3v3.4.13go.mod
Gogithub.com/go-resty/resty/v2v2.17.0go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.3go.mod
Gogithub.com/goccy/go-yamlv1.19.0go.mod
Gogithub.com/golang-jwt/jwt/v4v4.5.2go.mod
Gogithub.com/joho/godotenvv1.5.1go.mod
Gogithub.com/smartystreets/goconveyv1.8.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/wtsi-hgi/go-authserverv1.6.0go.mod
Gogolang.org/x/termv0.40.0go.mod
Gomodernc.org/sqlitev1.48.0go.mod
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
  "data": {
    "repo": {
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      "size_kb": 1644,
      "has_wiki": false,
      "homepage": null,
      "languages": {
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        "CSS": 3486,
        "HTML": 3640,
        "Shell": 51398,
        "Makefile": 7314,
        "Nextflow": 603,
        "JavaScript": 18233,
        "TypeScript": 2255898
      },
      "pushed_at": "2026-07-17T12:41:01Z",
      "created_at": "2026-03-19T07:42:04Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T12:40:37Z",
      "description": "Workflow Automation",
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      "type": "Organization",
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    "license": {
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    },
    "activity": {
      "releases": [
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2026-07-17T12:40:12Z"
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        {
          "tag": "v0.9.0",
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          "kind": "minor",
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        },
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          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-06-25T06:49:27Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-06-23T10:36:13Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-06-19T08:47:09Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-05-22T12:06:10Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-05-18T09:06:29Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-05-18T08:29:35Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "33d14f275af6ffb31f547115bee4793317725505",
          "body": "* Show MLWH cache sync time in local timezone\n\n* Stabilize logout navigation regression\n\n* Bump MLWH API documentation patch version",
          "is_bot": false,
          "headline": "Clarify MLWH cache freshness reporting (#33)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-07-17T12:40:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4862e7dcab9221b301f6905804ec21e6f8e46d58",
          "body": null,
          "is_bot": false,
          "headline": "Improve Sync speed (#32)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-07-11T21:20:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "766b91df9a2519fb945b70baa03dc102b3f53730",
          "body": "* New /export/products/study/:id",
          "is_bot": false,
          "headline": "Replace manifest with export (#30)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-07-10T08:29:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "897dd4413e711869d9f1b7c17be4ba33126fd56e",
          "body": "* Improve MLWH query behaviour for real-world usage: newest data queries, programme/faculty-sponsor aggregation, cross-platform run counts, study-user lookup, sample CRAM selection, QC/organism/library filters, and merged CRAM visibility.\n\n* Add new MLWH endpoints: /export/:children/:parent_kind/:pa\n[…]\norce web-responsive MySQL query plans.\n\n* Harden tests/dev workflow: live MySQL integration coverage, CI/lint fixes, stable .tmp/wa symlink for make dev, and more robust run-dev test harness behavior.",
          "is_bot": false,
          "headline": "Handle more real world mlwh queries (#29)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-07-09T09:03:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b8b394f01d3171576b96612a09dfdb27e782174",
          "body": null,
          "is_bot": false,
          "headline": "Explain non-MLWH remote errors (#28)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-07-06T14:54:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78abc4e47b5a0b975a83e4bc93bae15f38f1a4fe",
          "body": null,
          "is_bot": false,
          "headline": "Complete header-aware pagination support in the mlwh.RemoteClient (#27)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-30T15:23:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1558b51404127bb70796d5eae9f72a7c6894ebb8",
          "body": "* Add MLWH support for study manifests, including optional iRODS attachment, file-type filtering, pagination, counts, CLI output, and remote/server parity.\n* Add run-scoped iRODS queries and counts, with file-type filtering across run/study/sample iRODS endpoints.\n* Add people/study lookup queries: \n[…]\nlworld2 implementation/spec docs for the new MLWH workflows.\n* Add broad hermetic and MySQL-backed coverage for cache sync, query parity, pagination/counts, CLI behavior, and index-served query plans.",
          "is_bot": false,
          "headline": "Make mlwh pkg work with more real world queries (#26)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-30T10:25:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5b167ebfada6588d901969b584acc9ccfdd5680f",
          "body": null,
          "is_bot": false,
          "headline": "Redesign wa mlwh info output: colour, layout, timeline bar (#25)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-29T20:16:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57be907626f72ba58c99bc28451e681c3853f7b8",
          "body": "* Study overview: samples with/without data, runs, libraries, iRODS totals\n* Samples-with-data and samples-without-data (counts + lists)\n* Recency: samples with new data since a window (\"new data this week\")\n* Study status breakdown: distinct phase ladder + per-platform rollup\n* Sample progress: pip\n[…]\nctions, with --since\n* Fixed sync against the real source schema (cross-schema tables, PKs, columns)\n* Added real-MySQL integration tests (schema, indexes, EXPLAIN), skipped\n  when DB creds are absent",
          "is_bot": false,
          "headline": "Make MLWH pkg capable of real-world queries (#24)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-29T12:33:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "97b7c3bab12770b3eedfc5da9b1f0cdb56ab881b",
          "body": "* Fix SQLite sample search to seek index range not full scan\n\n* Surface MLWH substring matches in results search suggestions\n\n* Add wa mlwh search CLI for substring study/sample search\n\n* Drop sync hint from wa mlwh info when user cannot sync\n\n* Tokenize sample search term to match multi-word queries\n\n* Combine full-value prefix and word-token sample search",
          "is_bot": false,
          "headline": "MLWH Search CLI and results web (#23)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-28T10:02:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1856233da4219e0bbaae36759b5794101bcb6cd8",
          "body": "* Export mlwh.APIVersion as a public constant\n\n* Add exported RemoteClient.Call generic dispatcher",
          "is_bot": false,
          "headline": "Improve MCP-ability (#22)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-27T15:45:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90304a1e6e0ea134dbdc67b19820d778fbdcad5f",
          "body": null,
          "is_bot": false,
          "headline": "Sync never-synced MLWH cache from run-dev.sh on make dev (#21)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-27T12:46:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d285a154c940689d386f2cce35b2813a7ca8f41a",
          "body": "* Add no-auth HTTP API to `wa mlwh serve`: sample/study substring\n  search, bounded counts, and freshness endpoints, plus a\n  self-describing OpenAPI 3.1.0 document at /openapi.json\n* Back sample search with a new word-token prefix index\n  (sample_search_token, both MySQL and SQLite dialects), repla\n[…]\nild/maintain the token index in `wa mlwh sync` (cold-load + paged\n  incremental); bump CacheSchemaVersion to 6, mlwhAPIVersion to 1.6.0\n* Snake_case JSON fields; update frontend contracts and MCP docs",
          "is_bot": false,
          "headline": "Add search and MCP support to MLWH server (#20)",
          "author_name": "Sendu Bala",
          "author_login": "sb10",
          "committed_at": "2026-06-27T10:37:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6bec4ba4fed72f019975a18bd5afa5d43ddf4f88",
          "body": "* Add glob wildcard toggles\n\n* Skip external directory symlinks\n\n* Filter accessible results by default\n\n* Preview OME-TIFF planes\n\n* Use MLWH server for info lookups\n\n* Fix MLWH server URL dev configuration",
          "is_bot": false,
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        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "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 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 70,
            "inputs": {
              "merged_prs": 32,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "32/33 decided PRs merged",
                "points": 37.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 32,
                      "decided": 33
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 36,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "wtsi-hgi",
              "public_repos": 444,
              "account_age_days": 5027
            },
            "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": "36 followers of wtsi-hgi",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 36,
                      "login": "wtsi-hgi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "444 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 444
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/wtsi-hgi/wa"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "13 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": 69,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "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": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "30 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": "58 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.533,
              "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": "32 of 60 human commits state their intent (structured subject or explanatory body)",
                "points": 28.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 32,
                      "sampled": 60
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "pnpm-lock.yaml"
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "frontend/tsconfig.json"
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              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
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              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "frontend/tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 60",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 60
                    }
                  }
                ],
                "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": 93,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 263405,
              "source_files_sampled": 301,
              "oversized_source_files": 36
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "36/301 source files over 60KB",
                "points": 48.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 301,
                      "oversized": 36
                    }
                  }
                ],
                "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": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T21:34:32.470446Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/wtsi-hgi/wa.svg",
  "full_name": "wtsi-hgi/wa",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.23.0 — full methodology · metrics wiki.

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