Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 23:36 UTC

PacificBiosciences / HiPhase

Small variant, structural variant, and short tandem repeat phasing tool for PacBio HiFi reads

RustCustom license★ 87 stars⑂ 5 forkssince Feb 2023View on GitHub ↗

PacificBiosciences/HiPhase holds a health index of 45 out of 100, placing it in the At risk band. It scores highest on Sustainability & Governance (56/100) and lowest on Security (34/100). It was last updated 60 days ago. A single contributor accounts for most of its recent work.

45
overall / 100
At risk

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.

45
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

PacBioOrganization
495 followers113 public repossince Aug 2011

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

Metrics by category

Vitality

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

51Moderate · 22% of overall
How it's scored
18/36Push recency — last push 60 days ago
1.4/36Commit cadence — 2/52 weeks with commits
6.3/18Commit volume — 4 commits in the last year
4/10OpenSSF Scorecard: Maintained — 2 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 4
Inputs used
commits_last_year4
human_commit_share1
days_since_last_push60
active_weeks_last_year2
How it's scored
27/27Ships releases — 22 releases published
36/36Release recency — latest release 60 days ago
19.8/27Release cadence — a release every ~93.9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count22
latest_release_tagv1.7.0
releases_from_tagsno
days_since_latest_release60
mean_days_between_releases93.9

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

42At risk · 18% of overall
How it's scored
31.4/60Stars — 87 stars
5/25Forks — 5 forks
3.9/15Watchers — 6 watchers
Inputs used
forks5
stars87
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
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?

56Moderate · 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
46.8/46.8Issue resolution — 100% of issues closed
38.2/38.3PR acceptance — 21/21 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/14 approved changesets -- score normalized to 0
Inputs used
merged_prs21
open_issues0
closed_issues56
issue_closed_ratio1
closed_unmerged_prs0
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
19.4/25Owner reach — 495 followers of PacificBiosciences
25/25Track record — 113 public repos, account ~14 yr old
Inputs used
followers495
owner_typeOrganization
is_verified
owner_loginPacificBiosciences
public_repos113
account_age_days5,451

Engineering Quality

Are baseline engineering and documentation practices in place?

35At risk · 20% of overall
How it's scored
0/24CI workflows
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_cino
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicshifi, phasing, structural-variants, variants, pacbio-data, short-tandem-repeats
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

34At risk · 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
0/2.5CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
3/7.5Maintained — 2 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — no data
0/5Pinned-Dependencies — no data
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 14 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate1.8
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, pinned_dependencies, token_permissions. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories19
affected_packages13
assessed_packages179
unassessed_packages0
affected_by_severitymoderate 3, low 2, unknown 8
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 179 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

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.

42At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
19.6/40Legible commit history — 21 of 57 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.368
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — Cargo.toml (toolchain convention, no task runner)
0/22Automated tests
0/11Lint / format config
11/11Static type checking — Rust (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 57
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsno
lockfilesCargo.lock
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsCargo.toml
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Rust (statically typed)
52.5/55Manageable file sizes — 1/22 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes65,954
source_files_sampled22
oversized_source_files1

Key facts

87GitHub stars
1contributors
4commits, last 12 months
60days since last push
22releases
1bus factor
0open issues
crates.iopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'hiphase' from its registry

More detail

Star and fork history 0 ★ / 5 ⇿
0Stars
5Forks
14Releases

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.

12345512023-102025-032026-07
Major 1Minor 7Patch 6

Each point covers 3 days.

OpenSSF Scorecard 1.8 / 10
1.8aggregate

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 · 2026-07-26 23:35 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
4Maintained2 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 4
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
n/aToken-PermissionsNo tokens found
0Vulnerabilities14 existing vulnerabilities detected
Direct dependencies 20
RegistryPackageVersion constraintManifest
crates.iobio1.2.0Cargo.toml
crates.iobit-vec0.6.3Cargo.toml
crates.iochrono0.4.24Cargo.toml
crates.ioclap4.0.13Cargo.toml
crates.iocpu-time1.0.0Cargo.toml
crates.iocsv1.1.6Cargo.toml
crates.ioenv_logger0.9.1Cargo.toml
crates.ioexitcode1.1.2Cargo.toml
crates.ioflate21.0.26Cargo.toml
crates.iolazy_static1.4.0Cargo.toml
crates.iolog0.4.17Cargo.toml
crates.iopriority-queue1.2.3Cargo.toml
crates.iorayon1.11.0Cargo.toml
crates.iorust-htslib0.39.5Cargo.toml
crates.iorustc-hash1.1.0Cargo.toml
crates.ioserde1.0.147Cargo.toml
crates.iosimple-error0.2.3Cargo.toml
crates.iostrum0.27.1Cargo.toml
crates.iostrum_macros0.27.1Cargo.toml
crates.iothiserror1.0.56Cargo.toml
All dependencies 179

Full resolved dependency set from the GitHub dependency graph: 22 direct and 157 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iobio1.2.0direct
crates.iobit-vec0.6.3direct
crates.iochrono0.4.24direct
crates.ioclap4.0.13direct
crates.iocpu-time1.0.0direct
crates.iocsv1.1.6direct
crates.ioenv_logger0.9.3direct
crates.ioexitcode1.1.2direct
crates.ioflate21.0.26direct
crates.iolazy_static1.4.0direct
crates.iolog0.4.17direct
crates.iopriority-queue1.2.3direct
crates.iorayon1.11.0direct
crates.iorust-htslib0.39.5direct
crates.iorustc-hash1.1.0direct
crates.ioserde1.0.205direct
crates.iosimple-error0.2.3direct
crates.iostrum0.24.1direct
crates.iostrum0.27.1direct
crates.iostrum_macros0.24.3direct
crates.iostrum_macros0.27.1direct
crates.iothiserror1.0.56direct
crates.ioadler1.0.2indirect
crates.ioaho-corasick0.7.19indirect
crates.ioandroid_system_properties0.1.5indirect
crates.ioanyhow1.0.72indirect
crates.ioapprox0.5.1indirect
crates.ioatty0.2.14indirect
crates.ioautocfg1.1.0indirect
crates.iobio-types0.13.0indirect
crates.iobit-set0.5.3indirect
crates.iobitflags1.3.2indirect
crates.iobstr0.2.17indirect
crates.iobumpalo3.12.1indirect
crates.iobv0.11.1indirect
crates.iobytecount0.6.3indirect
crates.iobytemuck1.12.1indirect
crates.iobyteorder1.4.3indirect
crates.iocc1.0.79indirect
crates.iocfg-if1.0.0indirect
crates.ioclap_derive4.0.13indirect
crates.ioclap_lex0.3.0indirect
crates.iocmake0.1.49indirect
crates.iocodespan-reporting0.11.1indirect
crates.iocore-foundation-sys0.8.4indirect
crates.iocrc32fast1.3.2indirect
crates.iocrossbeam-deque0.8.6indirect
crates.iocrossbeam-epoch0.9.18indirect
crates.iocrossbeam-utils0.8.21indirect
crates.iocsv-core0.1.10indirect
crates.iocustom_derive0.1.7indirect
crates.iocxx1.0.92indirect
crates.iocxx-build1.0.92indirect
crates.iocxxbridge-flags1.0.92indirect
crates.iocxxbridge-macro1.0.92indirect
crates.ioderanged0.3.11indirect
crates.ioderive-new0.5.9indirect
crates.ioeither1.8.0indirect
crates.ioenum-map1.1.1indirect
crates.ioenum-map-derive0.6.0indirect
crates.iofeature-probe0.1.1indirect
crates.iofixedbitset0.4.2indirect
crates.ioform_urlencoded1.1.0indirect
crates.iofs-utils1.1.4indirect
crates.iofxhash0.2.1indirect
crates.iogetrandom0.2.7indirect
crates.iogetset0.1.2indirect
crates.ioglob0.3.1indirect
crates.iohashbrown0.12.3indirect
crates.ioheck0.4.0indirect
crates.ioheck0.5.0indirect
crates.iohermit-abi0.1.19indirect
crates.iohts-sys2.0.3indirect
crates.iohumantime2.1.0indirect
crates.ioiana-time-zone0.1.56indirect
crates.ioiana-time-zone-haiku0.1.1indirect
crates.ioidna0.3.0indirect
crates.ioieee7540.2.6indirect
crates.ioindexmap1.9.1indirect
crates.ioitertools0.10.5indirect
crates.ioitertools-num0.1.3indirect
crates.ioitoa0.4.8indirect
crates.ioitoa1.0.9indirect
crates.iojobserver0.1.25indirect
crates.iojs-sys0.3.61indirect
crates.iolibc0.2.135indirect
crates.iolibm0.2.5indirect
crates.iolibz-sys1.1.8indirect
crates.iolinear-map1.2.0indirect
crates.iolink-cplusplus1.0.8indirect
crates.iomatrixmultiply0.3.2indirect
crates.iomemchr2.5.0indirect
crates.iominiz_oxide0.7.1indirect
crates.iomultimap0.8.3indirect
crates.ionalgebra0.29.0indirect
crates.ionalgebra-macros0.1.0indirect
crates.iondarray0.15.6indirect
crates.ionewtype_derive0.1.6indirect
crates.ionum-complex0.4.2indirect
crates.ionum-conv0.1.0indirect
crates.ionum-integer0.1.45indirect
crates.ionum-rational0.4.1indirect
crates.ionum-traits0.2.15indirect
crates.ionum_threads0.1.6indirect
crates.ioonce_cell1.15.0indirect
crates.ioordered-float3.3.0indirect
crates.ioos_str_bytes6.3.0indirect
crates.iopaste1.0.9indirect
crates.iopercent-encoding2.2.0indirect
crates.iopetgraph0.6.2indirect
crates.iopkg-config0.3.26indirect
crates.iopowerfmt0.2.0indirect
crates.ioppv-lite860.2.16indirect
crates.ioproc-macro-error1.0.4indirect
crates.ioproc-macro-error-attr1.0.4indirect
crates.ioproc-macro21.0.78indirect
crates.ioquick-error1.2.3indirect
crates.ioquote1.0.35indirect
crates.iorand0.8.5indirect
crates.iorand_chacha0.3.1indirect
crates.iorand_core0.6.4indirect
crates.iorand_distr0.4.3indirect
crates.iorawpointer0.2.1indirect
crates.iorayon-core1.13.0indirect
crates.ioregex1.6.0indirect
crates.ioregex-automata0.1.10indirect
crates.ioregex-syntax0.6.27indirect
crates.iorustc_version0.1.7indirect
crates.iorustversion1.0.14indirect
crates.ioryu1.0.11indirect
crates.iosafe_arch0.6.0indirect
crates.ioscratch1.0.5indirect
crates.iosemver0.1.20indirect
crates.ioserde_derive1.0.205indirect
crates.iosimba0.6.0indirect
crates.iostatrs0.16.0indirect
crates.iostrsim0.10.0indirect
crates.iosyn1.0.102indirect
crates.iosyn2.0.48indirect
crates.iotermcolor1.1.3indirect
crates.iothiserror-impl1.0.56indirect
crates.iotime0.1.45indirect
crates.iotime0.3.36indirect
crates.iotime-core0.1.2indirect
crates.iotime-macros0.2.18indirect
crates.iotinyvec1.6.0indirect
crates.iotinyvec_macros0.1.0indirect
crates.iotriple_accel0.4.0indirect
crates.iotypenum1.15.0indirect
crates.iounicode-bidi0.3.10indirect
crates.iounicode-ident1.0.5indirect
crates.iounicode-normalization0.1.22indirect
crates.iounicode-width0.1.10indirect
crates.iourl2.3.1indirect
crates.iovcpkg0.2.15indirect
crates.iovec_map0.8.2indirect
crates.iovergen8.2.4indirect
crates.ioversion_check0.9.4indirect
crates.iowasi0.10.0+wasi-snapshot-preview1indirect
crates.iowasi0.11.0+wasi-snapshot-preview1indirect
crates.iowasm-bindgen0.2.84indirect
crates.iowasm-bindgen-backend0.2.84indirect
crates.iowasm-bindgen-macro0.2.84indirect
crates.iowasm-bindgen-macro-support0.2.84indirect
crates.iowasm-bindgen-shared0.2.84indirect
crates.iowide0.7.5indirect
crates.iowinapi0.3.9indirect
crates.iowinapi-i686-pc-windows-gnu0.4.0indirect
crates.iowinapi-util0.1.5indirect
crates.iowinapi-x86_64-pc-windows-gnu0.4.0indirect
crates.iowindows0.48.0indirect
crates.iowindows-targets0.48.0indirect
crates.iowindows_aarch64_gnullvm0.48.0indirect
crates.iowindows_aarch64_msvc0.48.0indirect
crates.iowindows_i686_gnu0.48.0indirect
crates.iowindows_i686_msvc0.48.0indirect
crates.iowindows_x86_64_gnu0.48.0indirect
crates.iowindows_x86_64_gnullvm0.48.0indirect
crates.iowindows_x86_64_msvc0.48.0indirect
Dependency advisories 13

This repository publishes no package the index resolves, so its own dependency graph was assessed — 179 packages, which also include development and test pins that never ship: 13 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
idna0.3.0indirectmoderate21.0.0
time0.1.45indirectmoderate20.2.23
time0.3.36indirectmoderate20.3.47
atty0.2.14indirectlow3
rand0.8.5indirectlow20.10.1
adler1.0.2indirectunknown1
anyhow1.0.72indirectunknown11.0.103
crossbeam-epoch0.9.18indirectunknown10.9.20
custom_derive0.1.7indirectunknown1
cxx1.0.92indirectunknown11.0.195
fxhash0.2.1indirectunknown1
paste1.0.9indirectunknown1
proc-macro-error1.0.4indirectunknown1

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "hifi",
        "phasing",
        "structural-variants",
        "variants",
        "pacbio-data",
        "short-tandem-repeats"
      ],
      "is_fork": false,
      "size_kb": 946,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Rust": 476428
      },
      "pushed_at": "2026-05-27T20:18:52Z",
      "created_at": "2023-02-14T08:24:18Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-07T22:49:54Z",
      "description": "Small variant, structural variant, and short tandem repeat phasing tool for PacBio HiFi reads",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust"
      ]
    },
    "owner": {
      "blog": "http://pacb.com",
      "name": "PacBio",
      "type": "Organization",
      "login": "PacificBiosciences",
      "company": null,
      "location": null,
      "followers": 495,
      "avatar_url": "https://avatars.githubusercontent.com/u/999745?v=4",
      "created_at": "2011-08-23T18:56:16Z",
      "is_verified": null,
      "public_repos": 113,
      "account_age_days": 5451
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2026-05-27T20:18:52Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-01-20T20:28:35Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2025-03-27T14:29:06Z"
        },
        {
          "tag": "v1.4.5",
          "kind": "patch",
          "published_at": "2024-09-25T13:10:29Z"
        },
        {
          "tag": "v1.4.4",
          "kind": "patch",
          "published_at": "2024-08-15T18:25:51Z"
        },
        {
          "tag": "v1.4.3",
          "kind": "patch",
          "published_at": "2024-08-08T19:05:00Z"
        },
        {
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                "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 workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "14 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 179 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 179
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 19,
              "affected_packages": 13,
              "assessed_packages": 179,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 3, low 2, unknown 8",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 179,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "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": 1
            },
            "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": 42,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.368,
              "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": "21 of 57 human commits state their intent (structured subject or explanatory body)",
                "points": 19.6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 21,
                      "sampled": 57
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "Cargo.lock"
              ],
              "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": 0,
                "status": "missed",
                "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": "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 57",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 57
                    }
                  }
                ],
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 65954,
              "source_files_sampled": 22,
              "oversized_source_files": 1
            },
            "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": "1/22 source files over 60KB",
                "points": 52.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 22,
                      "oversized": 1
                    }
                  }
                ],
                "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",
    "Could not fetch crates package 'hiphase' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T23:36:07.225660Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PacificBiosciences/HiPhase.svg",
  "full_name": "PacificBiosciences/HiPhase",
  "license_state": "custom",
  "license_spdx": null
}

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 statistics.