Public recordExcellent
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-31 20:25 UTC
broadinstitute / gatk-sv
A structural variation pipeline for short-read sequencing
broadinstitute/gatk-sv holds a health index of 88 out of 100, placing it in the Excellent band. It scores highest on Vitality (86/100) and lowest on AI Readiness (42/100). It was last updated today. 3 contributors account for most of its recent work.
88
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
88
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 74 is calibrated to 88 on the published index scale (record calibration 2026-08-02).
Ownership
Broad InstituteOrganization
1,290 followers1,515 public repossince Sep 2010
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | svtkpoints to another repo — not scored | 0.2.0 | - | 2 | 1437 days ago |
| PyPI | sv_utilspoints to another repo — not scored | 0.6.1 | - | 5 | 2424 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
86
Development activity
82Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 18/36 | Commit cadence — 26/52 weeks with commits |
| 17.8/18 | Commit volume — 94 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 94 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 26 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 79 releases published |
| 36/36 | Release recency — latest release 17 days ago |
| 19.8/27 | Release cadence — a release every ~77 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 79 |
| latest_release_tag | v1.1.1 |
| releases_from_tags | no |
| days_since_latest_release | 17 |
| mean_days_between_releases | 77 |
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?
71
Popularity & adoption
59Moderate
How it's scored
| 37.5/60 | Stars — 206 stars |
| 15.9/25 | Forks — 81 forks |
| 5.6/15 | Watchers — 11 watchers |
Inputs used
| forks | 81 |
| stars | 206 |
| watchers | 11 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (BSD-3-Clause) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
76
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 16.8/22.5 | Commit distribution — top contributor authored 25% of commits |
| 13.5/13.5 | Contributor breadth — 20 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 20 |
| top_contributor_share | 0.254 |
How it's scored
| 26.8/42 | Issue resolution — 64% of issues closed |
| 26.2/30 | PR acceptance — 560/641 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 25/30 approved changesets -- score normalized to 8 |
Inputs used
| merged_prs | 560 |
| open_issues | 99 |
| closed_issues | 174 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.637 |
| closed_unmerged_prs | 81 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
77Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 22.4/25 | Owner reach — 1,290 followers of broadinstitute |
| 25/25 | Track record — 1,515 public repos, account ~15 yr old |
Inputs used
| followers | 1,290 |
| owner_type | Organization |
| is_verified | — |
| owner_login | broadinstitute |
| public_repos | 1,515 |
| account_age_days | 5,804 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
84Excellent
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
65Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://broadinstitute.github.io/gatk-sv/ |
| 10/10 | Repository description |
| 10/10 | Topics — 4 topics |
| 0/10 | Wiki |
Inputs used
| topics | genomics, structural-variants, structural-variation, bioinformatics |
| has_wiki | no |
| homepage | https://broadinstitute.github.io/gatk-sv/ |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
65
Security posture
56Moderate
How it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 25/30 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 2.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 5 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5.6 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 12 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:svtk@0.2.0 runtime dependency closure — what installing the published package pulls in — 12 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
42
Agent context & guidance
37Weak
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 37.3/40 | Legible commit history — 70 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.7 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — tox.ini |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
54Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.4/55 | Manageable file sizes — 3/255 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 120,131 |
| source_files_sampled | 255 |
| oversized_source_files | 3 |
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — notebooks |
Inputs used
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
206GitHub stars
20contributors
94commits, last 12 months
0days since last push
79releases
3bus factor
99open issues
npmpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Could not fetch pypi package 'svqc' from its registry
- pypi package 'svtk' points at a different repository (https://github.com/simleek/displayarray); excluded from ecosystem scoring
- Could not fetch pypi package 'svtest' from its registry
- pypi package 'sv_utils' points at a different repository (https://github.com/friend1ws/sv_utils); excluded from ecosystem scoring
More detail
Star and fork history 0 ★ / 81 ⇿
0Stars
81Forks
76Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 0Patch 5
Each point covers 6 days.
OpenSSF Scorecard 5.6 / 10
5.6aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 25/30 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 5 | SAST | SAST tool is not run on all commits -- score normalized to 5 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 9
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @docusaurus/core | ^3.10.1 | website/package.json |
| npm | @docusaurus/plugin-google-gtag | ^3.10.1 | website/package.json |
| npm | @docusaurus/preset-classic | ^3.10.1 | website/package.json |
| npm | @docusaurus/theme-mermaid | ^3.10.1 | website/package.json |
| npm | @mdx-js/react | ^3.0.0 | website/package.json |
| npm | clsx | ^2.0.0 | website/package.json |
| npm | prism-react-renderer | ^2.3.0 | website/package.json |
| npm | react | ^18.0.0 | website/package.json |
| npm | react-dom | ^18.0.0 | website/package.json |
All dependencies 38
Full resolved dependency set from the GitHub dependency graph: 9 direct and 29 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | @docusaurus/core | ^3.10.1 | direct |
| npm | @docusaurus/plugin-google-gtag | ^3.10.1 | direct |
| npm | @docusaurus/preset-classic | ^3.10.1 | direct |
| npm | @docusaurus/theme-mermaid | ^3.10.1 | direct |
| npm | @mdx-js/react | ^3.0.0 | direct |
| npm | clsx | ^2.0.0 | direct |
| npm | prism-react-renderer | ^2.3.0 | direct |
| npm | react | ^18.0.0 | direct |
| npm | react-dom | ^18.0.0 | direct |
| npm | @docusaurus/module-type-aliases | ^3.10.1 | indirect |
| npm | @docusaurus/types | ^3.10.1 | indirect |
| PyPI | argparse | — | indirect |
| PyPI | click | — | indirect |
| PyPI | cython | — | indirect |
| PyPI | dill | — | indirect |
| PyPI | intervaltree | — | indirect |
| PyPI | jsonschema | — | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | multiprocessing-logging | — | indirect |
| PyPI | natsort | — | indirect |
| PyPI | nose | — | indirect |
| PyPI | numpy | — | indirect |
| PyPI | openpyxl | — | indirect |
| PyPI | pandas | — | indirect |
| PyPI | plotly | — | indirect |
| PyPI | psutil | — | indirect |
| PyPI | pybedtools | — | indirect |
| PyPI | pympler | — | indirect |
| PyPI | pysam | — | indirect |
| PyPI | requests | — | indirect |
| PyPI | scipy | — | indirect |
| PyPI | seaborn | — | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | statsmodels | — | indirect |
| PyPI | tqdm | — | indirect |
| PyPI | urllib3 | — | indirect |
| PyPI | wheel | — | indirect |
| PyPI | xlsxwriter | — | indirect |
Dependency advisories 0
Installing pypi:svtk@0.2.0 pulls in 12 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
{
"data": {
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"pushed_at": "2026-07-31T19:28:45Z",
"created_at": "2020-06-18T20:52:07Z",
"owner_type": "Organization",
"updated_at": "2026-07-30T17:08:27Z",
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"activity": {
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"body": "* Update gatk commit.\n\n* Temp test gatk in docker.\n\n* Undo temp test gatk in docker.\n\n* Implement make_bincov_matrix.sh.\n\n* Improve & cleanup make_bincov_matrix.sh.\n\n* Add a sample input JSON for make_bincov_matrix.sh.\n\n* Write outputs to a json file.\n\n* Add an option to make_bincov_matrix to take a\n[…]\nmove blank space\n\n* Clean up & bugfix.\n\n* Clean up.\n\n* Remove inputs not currently needed.\n\n* We discussed to keep detailed logging & not include this option for simplicity.\n\n* Remove unused variable.",
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"body": "* Bug fix median coverage\n\n* temp add branch for dockstore synch.\n\n* Remove branch from dockstore sync",
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"body": "* Disable sv-shell and scramble dockers.\n\n* Set cran repo for the rBLAST package.\n\n* undo sv-shell and scramble disabling.\n\n* disable SV shell and scramble docker images.",
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"body": "* Add the de novo pipeline to Dockstore.\n\n* Log stdout and stderr to separate files for each task & record their ET.\n\n* Bug fix input arg assignment.\n\n* Improve logging and recording stderr.\n\n* skip scramble if manta was skipped.\n\n* Bug fix incorrect use of backticks.\n\n* Improve argset portability.\n\n* log xtrace in terminal & stdout logs file.",
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"body": "* Initial commit\n\n* Modified dockstore sync to use correct branch name\n\n* Added dragen-sv params to cohort mode json templates\n\n* Resolved linting errors\n\n* Modified name of json param to pass womtool evaluation test\n\n* Removed dragen-cnv standardizer\n\n* Initial set of responses to PR comments\n\n* Re\n[…]\n\n* Modified argument to use -h rather than -z, which had conflict\n\n* Changed argument name for incorrect input\n\n* Updated param to -q\n\n---------\n\nCo-authored-by: Mark Walker <markw@broadinstitute.org>",
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{
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{
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{
"key": "stewardship",
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"notes": [],
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"components": [
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{
"key": "verified_domain",
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"detail": null,
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{
"key": "owner_reach",
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{
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{
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"name": "Engineering Quality",
"value": 76,
"weight": 0.19,
"metrics": [
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"note": null,
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{
"key": "tests_present",
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{
"key": "linter_config",
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{
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{
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 65,
"inputs": {
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"structural-variation",
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"homepage": "https://broadinstitute.github.io/gatk-sv/",
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"components": [
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{
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{
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{
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{
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"points": 10,
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"details": [
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"code": "topics_count",
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
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},
{
"key": "security",
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"name": "Security",
"value": 65,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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{
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"components": [
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"points": 6.8,
"status": "partial",
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{
"key": "branch_protection",
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"points": 0,
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"code": "no_data",
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{
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
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"points": 2.5,
"status": "met",
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{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
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{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
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{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
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},
{
"key": "maintained",
"name": "Maintained",
"detail": "13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
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{
"key": "packaging",
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"status": "excluded",
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"code": "no_data",
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{
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"status": "missed",
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{
"key": "sast",
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"points": 2.5,
"status": "partial",
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{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
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"code": "no_data",
"params": {}
}
],
"max_points": 7.5
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
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]
},
{
"key": "dependency_advisories",
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"name": "Dependency advisories",
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"notes": [
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},
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"code": "advisories_reachability",
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"inputs": {
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"affected_packages": 0,
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"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
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"components": [
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],
"max_points": 35
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{
"key": "indirect_dependencies_free_of_known_advisories",
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"detail": "no indirect dependency carries a known advisory",
"points": 25,
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{
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},
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"key": "malicious_dependencies",
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"note": null,
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"inputs": {
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"notes": [
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"code": "jurisdiction_evidence_limits",
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],
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"components": [
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],
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"components": [
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"points": 0,
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{
"key": "automated_tests",
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{
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"points": 0,
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{
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{
"key": "demonstrated_agent_practice",
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{
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"status": "missed",
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"code": "no_dependency_automation",
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],
"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
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{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
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"inputs": {
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"largest_source_bytes": 120131,
"source_files_sampled": 255,
"oversized_source_files": 3
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"components": [
{
"key": "type_checkable_code",
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"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
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"code": "no_typecheck_config_language",
"params": {
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],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/255 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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],
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]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"has_mcp_signal": false,
"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
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]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
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"scores": {
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"primary": "web-ui",
"evidence": [
{
"tier": "dependencies",
"label": "web-ui",
"source": "dep:react-dom",
"weight": 4
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],
"artifacts": [],
"confidence": "low",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
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"metrics_version": "2.3.1"
},
"warnings": [
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"Could not fetch pypi package 'svqc' from its registry",
"pypi package 'svtk' points at a different repository (https://github.com/simleek/displayarray); excluded from ecosystem scoring",
"Could not fetch pypi package 'svtest' from its registry",
"pypi package 'sv_utils' points at a different repository (https://github.com/friend1ws/sv_utils); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-31T20:25:13.675172Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/broadinstitute/gatk-sv.svg",
"full_name": "broadinstitute/gatk-sv",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.