Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 07:00 UTC

google / bumble

PythonApache-2.0★ 532 stars⑂ 135 forkssince May 2022View on GitHub ↗

google/bumble holds a health index of 79 out of 100, placing it in the Good band. It scores highest on Vitality (99/100) and lowest on AI Readiness (51/100). It was last updated 1 day ago. 2 contributors account for most of its recent work.

79
overall / 100
Good

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.

79
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

GoogleOrganization
75,626 followers2,885 public repossince Jan 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIbumble0.0.233-1122 days ago
crates.iobumble0.2.02,6882848 days agoblebluetoothnetwork-programmingapi-bindings

Metrics by category

Vitality

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

99Excellent · 22% of overall
How it's scored
36/36Push recency — last push 1 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 398 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year398
human_commit_share
days_since_last_push1
active_weeks_last_year51

Release discipline

100Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~18 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv0.0.233
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases18
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?

72Good · 18% of overall
How it's scored
44.2/60Stars — 532 stars
17.7/25Forks — 135 forks
6.8/15Watchers — 18 watchers
Inputs used
forks135
stars532
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno
How it's scored
45.7/80Monthly downloads — 2,688 downloads/month across crates, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesbumble, bumble
dependents
ecosystemscrates, pypi
total_downloads42,014
monthly_downloads2,688
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

78Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13/22.5Commit distribution — top contributor authored 42% of commits
13.5/13.5Contributor breadth — 68 contributors
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled68
top_contributor_share0.424
How it's scored
29.8/46.8Issue resolution — 64% of issues closed
33.6/38.3PR acceptance — 651/742 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs651
open_issues57
closed_issues100
issue_closed_ratio0.637
closed_unmerged_prs91
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 75,626 followers of google
25/25Track record — 2,885 public repos, account ~14 yr old
Inputs used
followers75,626
owner_typeOrganization
is_verified
owner_logingoogle
public_repos2,885
account_age_days5,295
How it's scored
25/25Published & resolvable — 2 package(s) on crates, pypi
35/35Publish recency — latest publish 2 days ago
20/20Version history — 112 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbumble, bumble
ecosystemscrates, pypi
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

69Moderate · 20% of overall
How it's scored
24/24CI workflows — 5 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://google.github.io/bumble/
0/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepagehttps://google.github.io/bumble/
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

75Good · 16% of overall
How it's scored
6/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 15 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7.5
Excluded from scoring (no data or not applicable): branch_protection, 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.

51Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrap — noxfile.py
22/22Automated tests
0/11Lint / format config
11/11Static type checking — bumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed
10/10Reproducible environment — devcontainer, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileno
typed_languageno
bootstrap_filesnoxfile.py
has_devcontaineryes
has_linter_configno
typecheck_configsbumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
27/45Type-checkable code — Python with type-check config (bumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed)
52.8/55Manageable file sizes — 14/352 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes364,662
source_files_sampled352
oversized_source_files14
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files

Key facts

532GitHub stars
68contributors
398commits, last 12 months
1days since last push
100releases
2bus factor
57open issues
crates.io, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 7.5 / 10
7.5aggregate

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 · 2026-07-18 07:00 UTC

8Binary-Artifactsbinaries present in source code
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
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 15 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities20 existing vulnerabilities detected
Direct dependencies 41
RegistryPackageVersion constraintManifest
PyPIaiohttp~= 3.8pyproject.toml
PyPIclick>= 8.1.3pyproject.toml
PyPIcryptography>= 44.0.3pyproject.toml
PyPIcryptography>= 39.0.0pyproject.toml
PyPIcryptography>= 42.0.8pyproject.toml
PyPIhumanize>= 4.6.0pyproject.toml
PyPIplatformdirs>= 3.10.0pyproject.toml
PyPIprompt_toolkit>= 3.0.16pyproject.toml
PyPIprettytable>= 3.6.0pyproject.toml
PyPIpyee>= 13.0.0pyproject.toml
PyPItomli~= 2.2.1pyproject.toml
PyPIwebsockets>= 15.0.1pyproject.toml
PyPIpyserial-asyncio>= 0.5pyproject.toml
PyPIpyserial>= 3.5pyproject.toml
PyPIlibusb1>= 2.0.1pyproject.toml
PyPIlibusb-package== 1.0.26.4pyproject.toml
PyPIpyusb>= 1.2pyproject.toml
crates.iopyo30.18.3rust/Cargo.toml
crates.iopyo3-asyncio0.18.0rust/Cargo.toml
crates.iotokio1.38.2rust/Cargo.toml
crates.ionom7.1.3rust/Cargo.toml
crates.iostrum0.25.0rust/Cargo.toml
crates.iostrum_macros0.25.0rust/Cargo.toml
crates.iohex0.4.3rust/Cargo.toml
crates.ioitertools0.11.0rust/Cargo.toml
crates.iolazy_static1.4.0rust/Cargo.toml
crates.iothiserror1.0.41rust/Cargo.toml
crates.iobytes1.11.1rust/Cargo.toml
crates.iopdl-derive0.2.0rust/Cargo.toml
crates.iopdl-runtime0.2.0rust/Cargo.toml
crates.iofutures0.3.28rust/Cargo.toml
crates.iofile-header0.1.2rust/Cargo.toml
crates.ioglobset0.4.13rust/Cargo.toml
crates.ioanyhow1.0.71rust/Cargo.toml
crates.ioclap4.3.3rust/Cargo.toml
crates.iodirectories5.0.1rust/Cargo.toml
crates.ioenv_logger0.10.0rust/Cargo.toml
crates.iolog0.4.19rust/Cargo.toml
crates.ioowo-colors3.5.0rust/Cargo.toml
crates.ioreqwest0.11.20rust/Cargo.toml
crates.iorusb0.9.2rust/Cargo.toml
All dependencies 288

Full resolved dependency set from the GitHub dependency graph: 39 direct and 249 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioanyhow1.0.75direct
crates.iobytes1.11.1direct
crates.ioclap3.2.25direct
crates.ioclap4.4.1direct
crates.iodirectories5.0.1direct
crates.ioenv_logger0.10.0direct
crates.iofile-header0.1.2direct
crates.iofutures0.3.28direct
crates.ioglobset0.4.13direct
crates.iohex0.4.3direct
crates.ioitertools0.11.0direct
crates.iolazy_static1.4.0direct
crates.iolog0.4.20direct
crates.ionom7.1.3direct
crates.ioowo-colors3.5.0direct
crates.iopdl-derive0.2.0direct
crates.iopdl-runtime0.2.0direct
crates.iopyo30.18.3direct
crates.iopyo3-asyncio0.18.0direct
crates.ioreqwest0.11.20direct
crates.iorusb0.9.3direct
crates.iostrum0.25.0direct
crates.iostrum_macros0.25.2direct
crates.iothiserror1.0.47direct
crates.iotokio1.38.2direct
PyPIaiohttpdirect
PyPIclickdirect
PyPIcryptographydirect
PyPIhumanizedirect
PyPIlibusb-package1.0.26.4direct
PyPIlibusb1direct
PyPIplatformdirsdirect
PyPIprettytabledirect
PyPIprompt-toolkitdirect
PyPIpyeedirect
PyPIpyserialdirect
PyPIpyserial-asynciodirect
PyPIpyusbdirect
PyPIwebsocketsdirect
crates.ioaddr2line0.21.0indirect
crates.ioadler1.0.2indirect
crates.ioaho-corasick1.0.5indirect
crates.ioanstream0.5.0indirect
crates.ioanstyle1.0.2indirect
crates.ioanstyle-parse0.2.1indirect
crates.ioanstyle-query1.0.0indirect
crates.ioanstyle-wincon2.1.0indirect
crates.ioargh0.1.12indirect
crates.ioargh_derive0.1.12indirect
crates.ioargh_shared0.1.12indirect
crates.ioatty0.2.14indirect
crates.ioautocfg1.1.0indirect
crates.iobacktrace0.3.69indirect
crates.iobase640.21.3indirect
crates.iobitflags1.3.2indirect
crates.iobitflags2.4.0indirect
crates.ioblock-buffer0.10.4indirect
crates.iobstr1.6.2indirect
crates.iobumpalo3.13.0indirect
crates.iocc1.0.83indirect
crates.iocfg-if1.0.0indirect
crates.ioclap_builder4.4.1indirect
crates.ioclap_derive4.4.0indirect
crates.ioclap_lex0.2.4indirect
crates.ioclap_lex0.5.1indirect
crates.iocodespan-reporting0.11.1indirect
crates.iocolorchoice1.0.0indirect
crates.iocore-foundation0.9.3indirect
crates.iocore-foundation-sys0.8.4indirect
crates.iocpufeatures0.2.9indirect
crates.iocrossbeam0.8.2indirect
crates.iocrossbeam-channel0.5.8indirect
crates.iocrossbeam-deque0.8.3indirect
crates.iocrossbeam-epoch0.9.15indirect
crates.iocrossbeam-queue0.3.8indirect
crates.iocrossbeam-utils0.8.16indirect
crates.iocrypto-common0.1.6indirect
crates.iodigest0.10.7indirect
crates.iodirs-sys0.4.1indirect
crates.ioeither1.9.0indirect
crates.ioencoding_rs0.8.33indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.iofastrand2.0.0indirect
crates.iofnv1.0.7indirect
crates.ioforeign-types0.3.2indirect
crates.ioforeign-types-shared0.1.1indirect
crates.ioform_urlencoded1.2.0indirect
crates.iofutures-channel0.3.28indirect
crates.iofutures-core0.3.28indirect
crates.iofutures-executor0.3.28indirect
crates.iofutures-io0.3.28indirect
crates.iofutures-macro0.3.28indirect
crates.iofutures-sink0.3.28indirect
crates.iofutures-task0.3.28indirect
crates.iofutures-util0.3.28indirect
crates.iogeneric-array0.14.7indirect
crates.iogetrandom0.2.10indirect
crates.iogimli0.28.0indirect
crates.ioh20.3.27indirect
crates.iohashbrown0.12.3indirect
crates.iohashbrown0.15.5indirect
crates.ioheck0.4.1indirect
crates.iohermit-abi0.1.19indirect
crates.iohermit-abi0.3.2indirect
crates.iohttp0.2.9indirect
crates.iohttp-body0.4.5indirect
crates.iohttparse1.8.0indirect
crates.iohttpdate1.0.3indirect
crates.iohumantime2.1.0indirect
crates.iohyper0.14.27indirect
crates.iohyper-tls0.5.0indirect
crates.ioidna0.4.0indirect
crates.ioindexmap1.9.3indirect
crates.ioindexmap2.11.3indirect
crates.ioindoc1.0.9indirect
crates.ioinventory0.3.12indirect
crates.ioipnet2.8.0indirect
crates.iois-terminal0.4.9indirect
crates.ioitoa1.0.9indirect
crates.iojs-sys0.3.64indirect
crates.iolibc0.2.175indirect
crates.iolibusb1-sys0.6.4indirect
crates.iolicense3.1.1indirect
crates.iolinux-raw-sys0.4.15indirect
crates.iolock_api0.4.10indirect
crates.iomemchr2.6.2indirect
crates.iomemoffset0.7.1indirect
crates.iomemoffset0.8.0indirect
crates.iomemoffset0.9.0indirect
crates.iomime0.3.17indirect
crates.iominimal-lexical0.2.1indirect
crates.iominiz_oxide0.7.1indirect
crates.iomio0.8.11indirect
crates.ionative-tls0.2.11indirect
crates.ionix0.26.4indirect
crates.ionum_cpus1.16.0indirect
crates.ioobject0.32.0indirect
crates.ioonce_cell1.18.0indirect
crates.ioopenssl0.10.73indirect
crates.ioopenssl-macros0.1.1indirect
crates.ioopenssl-probe0.1.5indirect
crates.ioopenssl-sys0.9.109indirect
crates.iooption-ext0.2.0indirect
crates.ioos_str_bytes6.5.1indirect
crates.ioparking_lot0.12.1indirect
crates.ioparking_lot_core0.9.8indirect
crates.iopdl-compiler0.2.0indirect
crates.iopercent-encoding2.3.0indirect
crates.iopest2.7.4indirect
crates.iopest_derive2.7.4indirect
crates.iopest_generator2.7.4indirect
crates.iopest_meta2.7.4indirect
crates.iopin-project-lite0.2.13indirect
crates.iopin-utils0.1.0indirect
crates.iopkg-config0.3.27indirect
crates.ioppv-lite860.2.17indirect
crates.ioprettyplease0.2.12indirect
crates.ioproc-macro21.0.66indirect
crates.iopyo3-asyncio-macros0.18.0indirect
crates.iopyo3-build-config0.18.3indirect
crates.iopyo3-ffi0.18.3indirect
crates.iopyo3-macros0.18.3indirect
crates.iopyo3-macros-backend0.18.3indirect
crates.ioquote1.0.33indirect
crates.iorand0.8.5indirect
crates.iorand_chacha0.3.1indirect
crates.iorand_core0.6.4indirect
crates.ioredox_syscall0.2.16indirect
crates.ioredox_syscall0.3.5indirect
crates.ioredox_users0.4.3indirect
crates.ioregex1.9.4indirect
crates.ioregex-automata0.3.7indirect
crates.ioregex-syntax0.7.5indirect
crates.ioreword7.0.0indirect
crates.iorustc-demangle0.1.23indirect
crates.iorustix0.38.44indirect
crates.iorustversion1.0.14indirect
crates.ioryu1.0.15indirect
crates.iosame-file1.0.6indirect
crates.ioschannel0.1.22indirect
crates.ioscopeguard1.2.0indirect
crates.iosecurity-framework2.9.2indirect
crates.iosecurity-framework-sys2.9.1indirect
crates.ioserde1.0.188indirect
crates.ioserde_derive1.0.188indirect
crates.ioserde_json1.0.105indirect
crates.ioserde_urlencoded0.7.1indirect
crates.iosha20.10.8indirect
crates.iosignal-hook-registry1.4.1indirect
crates.ioslab0.4.9indirect
crates.iosmallvec1.11.0indirect
crates.iosocket20.4.9indirect
crates.iosocket20.5.10indirect
crates.iostrsim0.10.0indirect
crates.iosyn1.0.109indirect
crates.iosyn2.0.29indirect
crates.iotarget-lexicon0.12.11indirect
crates.iotempfile3.8.0indirect
crates.iotermcolor1.2.0indirect
crates.iotextwrap0.16.0indirect
crates.iothiserror-impl1.0.47indirect
crates.iotinyvec1.6.0indirect
crates.iotinyvec_macros0.1.1indirect
crates.iotokio-macros2.3.0indirect
crates.iotokio-native-tls0.3.1indirect
crates.iotokio-util0.7.8indirect
crates.iotower-service0.3.2indirect
crates.iotracing0.1.37indirect
crates.iotracing-core0.1.31indirect
crates.iotry-lock0.2.4indirect
crates.iotypenum1.17.0indirect
crates.ioucd-trie0.1.6indirect
crates.iounicode-bidi0.3.13indirect
crates.iounicode-ident1.0.11indirect
crates.iounicode-normalization0.1.22indirect
crates.iounicode-segmentation1.10.1indirect
crates.iounicode-width0.1.11indirect
crates.iounindent0.1.11indirect
crates.iourl2.4.1indirect
crates.ioutf8parse0.2.1indirect
crates.iovcpkg0.2.15indirect
crates.ioversion_check0.9.4indirect
crates.iowalkdir2.4.0indirect
crates.iowant0.3.1indirect
crates.iowasi0.11.0+wasi-snapshot-preview1indirect
crates.iowasm-bindgen0.2.87indirect
crates.iowasm-bindgen-backend0.2.87indirect
crates.iowasm-bindgen-futures0.4.37indirect
crates.iowasm-bindgen-macro0.2.87indirect
crates.iowasm-bindgen-macro-support0.2.87indirect
crates.iowasm-bindgen-shared0.2.87indirect
crates.ioweb-sys0.3.64indirect
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.iowindows-sys0.48.0indirect
crates.iowindows-sys0.52.0indirect
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                      "count": 100
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
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                "points": 36,
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                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 2
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                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~18 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
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                      "gap": 18
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                ],
                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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              "guards": [],
              "signals": [],
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              "multiplier_pct": 100,
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              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
                "points": 100,
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                "details": [
                  {
                    "code": "abandonment_unverified",
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                ],
                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 72,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 69,
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              "forks": 135,
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              "watchers": 18,
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                "detail": "532 stars",
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                    "code": "stars",
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                      "count": 532
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                  }
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "135 forks",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 135
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "18 watchers",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 18
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
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            "components": [
              {
                "key": "readme",
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                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
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                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
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                "detail": null,
                "points": 13.5,
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              },
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                "key": "issue_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
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                "status": "missed",
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                "max_points": 6.3
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            ]
          },
          {
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 57,
            "inputs": {
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              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 42014,
              "monthly_downloads": 2688
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,688 downloads/month across crates, pypi",
                "points": 45.7,
                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 78,
        "weight": 0.24,
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 2,
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              "top_contributor_share": 0.424
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                "key": "bus_factor",
                "name": "Bus factor",
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                      "count": 2
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                "max_points": 54
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                "key": "commit_distribution",
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                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "68 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 68
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "merged_prs": 651,
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              "closed_issues": 100,
              "issue_closed_ratio": 0.637,
              "closed_unmerged_prs": 91
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "64% of issues closed",
                "points": 29.8,
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                    "code": "issues_closed_share",
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                      "share": 64
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "651/742 decided PRs merged",
                "points": 33.6,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 15,
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                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 75626,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "google",
              "public_repos": 2885,
              "account_age_days": 5295
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            "components": [
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "75,626 followers of google",
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                "status": "met",
                "details": [
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                    "code": "owner_followers",
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2885 public repos, account ~14 yr old",
                "points": 25,
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                    "code": "public_repos",
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                    "code": "account_age_years",
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                "max_points": 25
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          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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                "key": "published_resolvable",
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                "detail": "2 package(s) on crates, pypi",
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                "key": "publish_recency",
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                "detail": "latest publish 2 days ago",
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                "details": [
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "112 published versions",
                "points": 20,
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                    "code": "published_versions",
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                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
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        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
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                "points": 24,
                "status": "met",
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                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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                "status": "met",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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              },
              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "readme",
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                "max_points": 30
              },
              {
                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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            "key": "security_posture",
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                "code": "excluded_no_data",
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 75,
            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "status": "partial",
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
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                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
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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",
                "details": [],
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              },
              {
                "key": "code_review",
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                "detail": "all changesets reviewed",
                "points": 7.5,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 2.5,
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                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "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 run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "20 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": 6
            },
            "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": 51,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "noxfile.py"
              ],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [
                "bumble/profiles/py.typed",
                "bumble/py.typed",
                "bumble/transport/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "noxfile.py",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "noxfile.py"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "bumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "bumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 364662,
              "source_files_sampled": 352,
              "oversized_source_files": 14
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (bumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "bumble/profiles/py.typed, bumble/py.typed, bumble/transport/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "14/352 source files over 60KB",
                "points": 52.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 352,
                      "oversized": 14
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T07:00:34.433240Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/google/bumble.svg",
  "full_name": "google/bumble",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.12.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI, crates.io.