Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-01 02:06 UTC

google / heir

The compiler for homomorphic encryption

MLIR · C++Apache-2.0★ 925 stars⑂ 173 forkssince Apr 2023View on GitHub ↗
KindCommand-line toolLibraryhow this is determined
#homomorphic-encryption#mlir

google/heir holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Security (64/100). It was last updated today. 2 contributors account for most of its recent work.

94
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

94
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
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.

The weighted overall 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

GoogleOrganization · verified domain
79,555 followers2,913 public repossince Jan 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/google/heirv0.0.2-1449 days ago
PyPIheir_py2026.10.16,089170 days ago

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,163 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,163
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~1.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2026.10.01
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases1.7

Community & Adoption

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

75Good · 17% of overall

Popularity & adoption

73Good
How it's scored
48.1/60Stars — 925 stars
18.6/25Forks — 173 forks
6.5/15Watchers — 16 watchers
Inputs used
forks173
stars925
watchers16
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
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesapi.securityscorecards.dev, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

63Moderate
How it's scored
50.5/80Monthly downloads — 6,089 downloads/month across go, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgithub.com/google/heir, heir_py
dependents—
ecosystemsgo, pypi
total_downloads—
monthly_downloads6,089
unverified_packages_excluded—
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?

77Good · 23% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.5/22.5Commit distribution — top contributor authored 31% of commits
13.5/13.5Contributor breadth — 77 contributors
10/10OpenSSF Scorecard: Contributors — project has 25 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled77
top_contributor_share0.31

Issue & PR responsiveness

51Moderate
How it's scored
26/42Issue resolution — 62% of issues closed
20.8/30PR acceptance — 1,750/2,520 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
4.5/15OpenSSF Scorecard: Code-Review — Found 9/27 approved changesets -- score normalized to 3
Inputs used
merged_prs1,750
open_issues333
closed_issues541
prs_merged_7d2
prs_decided_7d2
prs_merged_30d13
prs_decided_30d15
issue_closed_ratio0.619
closed_unmerged_prs770
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1

Ownership & stewardship

100Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 79,555 followers of google
25/25Track record — 2,913 public repos, account ~14 yr old
Inputs used
followers79,555
owner_typeOrganization
is_verifiedyes
owner_logingoogle
public_repos2,913
account_age_days5,370

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on go, pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 17 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/google/heir, heir_py
ecosystemsgo, pypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 17 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 21 out of 21 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://heir.dev/
10/10Repository description
10/10Topics — 2 topics
0/10Wiki
Inputs used
topicshomomorphic-encryption, mlir
has_wikino
homepagehttps://heir.dev/
docs_sitehttps://heir.dev/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

64Moderate · 16% of overall

Security posture

55Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 21 out of 21 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
2.2/7.5Code-Review — Found 9/27 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 25 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 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 33 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.5

Dependency advisories

100Exceptional
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
advisories37
affected_packages13
assessed_packages286
unassessed_packages4
affected_by_severitycritical 2, high 6, moderate 4, unknown 1
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 286 resolved dependencies against OSV. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

71Good · 4% of overall

Agent context & guidance

76Good
How it's scored
45/45Agent instructions — AGENTS.md
0/15Machine-readable docs (llms.txt)
31.5/40Legible commit history — 59 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.59
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes2,327

Verify loop (build / test / typecheck)

63Moderate
How it's scored
12.6/18One-command bootstrap — docs/go.mod, go.mod, tests/Examples/tfhe_rust_bool/fpga/Cargo.toml (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0
toolchain_manifestsdocs/go.mod, go.mod, tests/Examples/tfhe_rust_bool/fpga/Cargo.toml, tests/Examples/tfhe_rust_hl/fpga/Cargo.toml
dependency_bot_commit_share0

Code legibility for models

55Moderate
How it's scored
0/45Type-checkable code — MLIR without a type-check config
54.7/55Manageable file sizes — 7/1,103 source files over 60KB
Inputs used
primary_languageMLIR
largest_source_bytes141,421
source_files_sampled1,103
oversized_source_files7

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

925GitHub stars
77contributors
1,163commits, last 12 months
0days since last push
100releases
2bus factor
333open issues
Go, npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'heir._heir_opt' from its registry
  • deps.dev does not index pypi:heir_py@2026.10.1; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 173 ⇿
0Stars
173Forks
96Releases

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.

0408012016020017152023-052025-012026-09
Major 0Minor 0Patch 4

Each point covers 4 days.

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-10-01 02:06 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests21 out of 21 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 9/27 approved changesets -- score normalized to 3
10Contributorsproject has 25 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 7 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities33 existing vulnerabilities detected
Direct dependencies 1
RegistryPackageVersion constraintManifest
Gogithub.com/tuneinsight/lattigo/v6v6.1.0go.mod
All dependencies 290

Full resolved dependency set from the GitHub dependency graph: 1 direct and 289 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/tuneinsight/lattigo/v6v6.1.0direct
crates.ioclap—indirect
crates.ioitertools—indirect
crates.ioproc-macro21.0.79indirect
crates.iorand—indirect
crates.iorand_chacha—indirect
Gogithub.com/altree/bigfloatv0.0.0-20220102081255-38c8b72a9924indirect
Gogithub.com/davecgh/go-spewv1.1.1indirect
Gogithub.com/fortawesome/font-awesomev0.0.0-20230327165841-0698449d50f2indirect
Gogithub.com/google/docsyv0.7.0indirect
Gogithub.com/google/go-cmpv0.6.0indirect
Gogithub.com/kr/textv0.2.0indirect
Gogithub.com/pmezard/go-difflibv1.0.0indirect
Gogithub.com/stretchr/testifyv1.10.0indirect
Gogithub.com/twbs/bootstrapv5.2.3+incompatibleindirect
Gogolang.org/x/cryptov0.52.0indirect
Gogolang.org/x/expv0.0.0-20250106191152-7588d65b2ba8indirect
Gogolang.org/x/sysv0.45.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
npm@babel/code-frame7.22.5indirect
npm@babel/helper-validator-identifier7.22.5indirect
npm@babel/highlight7.22.5indirect
npm@nodelib/fs.scandir2.1.5indirect
npm@nodelib/fs.stat2.0.5indirect
npm@nodelib/fs.walk1.2.8indirect
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npm@types/http-cache-semantics4.0.1indirect
npm@types/normalize-package-data2.4.1indirect
npmansi-regex5.0.1indirect
npmansi-styles3.2.1indirect
npmansi-styles4.3.0indirect
npmanymatch3.1.3indirect
npmautoprefixer10.4.14indirect
npmbase64-js1.5.1indirect
npmbinary-extensions2.2.0indirect
npmbl1.2.3indirect
npmbraces3.0.3indirect
npmbrowserslist4.21.8indirect
npmbuffer5.7.1indirect
npmbuffer-alloc1.2.0indirect
npmbuffer-alloc-unsafe1.1.0indirect
npmbuffer-crc320.2.13indirect
npmbuffer-fill1.0.0indirect
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npmcacheable-request10.2.10indirect
npmcaniuse-lite1.0.30001502indirect
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npmchalk2.4.2indirect
npmchalk5.2.0indirect
npmchokidar3.5.3indirect
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PyPIcolorama0.4.6indirect
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PyPIexecnet2.1.2indirect
PyPIfilelock3.20.3indirect
PyPIfire0.7.1indirect
PyPIfsspec2025.9.0indirect
PyPIhumanize4.15.0indirect
PyPIidentify2.6.14indirect
PyPIidna3.15indirect
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PyPIjax0.4.38indirect
PyPIjaxite0.0.2indirect
PyPIjaxlib0.4.38indirect
PyPIjinja23.1.6indirect
PyPIllvmlite0.45.0indirect
PyPImarkupsafe3.0.2indirect
PyPIml-dtypes0.5.3indirect
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PyPImypy-extensions1.1.0indirect
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PyPInumba0.62.0indirect
PyPInumpy1.26.4indirect
PyPInvidia-cublas-cu1212.8.4.1indirect
PyPInvidia-cuda-cupti-cu1212.8.90indirect
PyPInvidia-cuda-nvrtc-cu1212.8.93indirect
PyPInvidia-cuda-runtime-cu1212.8.90indirect
PyPInvidia-cudnn-cu129.10.2.21indirect
PyPInvidia-cufft-cu1211.3.3.83indirect
PyPInvidia-cufile-cu121.13.1.3indirect
PyPInvidia-curand-cu1210.3.9.90indirect
PyPInvidia-cusolver-cu1211.7.3.90indirect
PyPInvidia-cusparse-cu1212.5.8.93indirect
PyPInvidia-cusparselt-cu120.7.1indirect
PyPInvidia-nccl-cu122.27.3indirect
PyPInvidia-nvjitlink-cu1212.8.93indirect
PyPInvidia-nvtx-cu1212.8.90indirect
PyPIopt-einsum3.4.0indirect
PyPIpackaging25.0indirect
PyPIpathspec0.12.1indirect
PyPIplatformdirs4.4.0indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.3.0indirect
PyPIpybind113.0.1indirect
PyPIpybind11-global3.0.1indirect
PyPIpygments2.20.0indirect
PyPIpyink24.10.1indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-xdist3.8.0indirect
PyPIpyyaml6.0.2indirect
PyPIrequests2.34.2indirect
PyPIscipy1.16.2indirect
PyPIsetuptools80.9.0indirect
PyPIsympy1.14.0indirect
PyPItermcolor3.1.0indirect
PyPItomli2.2.1indirect
PyPItorch2.8.0indirect
PyPItriton3.4.0indirect
PyPItyping-extensions4.15.0indirect
PyPIurllib32.7.0indirect
PyPIvirtualenv20.36.1indirect
Dependency advisories 13

This repository publishes no package the index resolves, so its own dependency graph was assessed — 286 packages, which also include development and test pins that never ship: 13 carry known advisories, of which 0 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
black24.10.0indirectcritical326.3.1
decompress4.2.1indirectcritical411.1.4
browserslist4.21.8indirecthigh24.28.7
click8.3.0indirecthigh18.3.3
nanoid3.3.16indirecthigh15.1.6
torch2.8.0indirecthigh82.13.0
urllib32.7.0indirecthigh32.8.0
virtualenv20.36.1indirecthigh621.7.13
micromatch4.0.5indirectmoderate14.0.8
postcss8.5.22indirectmoderate18.5.23
setuptools80.9.0indirectmoderate283.0.0
yaml2.3.1indirectmoderate12.8.3
golang.org/x/cryptov0.52.0indirectunknown40.56.0

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.

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go, PyPI.