Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-15 23:42 UTC

grelinfo / grelmicro

Grelmicro is a lightweight framework/toolkit which is ideal for building async microservices in Python.

PythonMIT★ 4 stars⑂ 0 forkssince Oct 2024View on GitHub ↗
KindPluginLibraryhow this is determined

grelinfo/grelmicro holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (92/100) and lowest on Community & Adoption (42/100). It was last updated today. A single contributor accounts for most of its recent work.

86
overall / 100
Excellent

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.

86
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 72 is calibrated to 86 on the published index scale (record calibration 2026-08-02).

Ownership

Loïc GremaudPersonal account
3 followers8 public repossince Mar 2011SBB AG

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

Metrics by category

Vitality

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

90Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
18.7/36Commit cadence27/52 weeks with commits
18/18Commit volume616 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year616
human_commit_share0.89
days_since_last_push0
active_weeks_last_year27

Release discipline

100Exceptional
How it's scored
27/27Ships releases78 releases published
36/36Release recencylatest release 3 days ago
27/27Release cadencea release every ~3.4 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count78
latest_release_tag0.41.1
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases3.4
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?

42Weak · 17% of overall
How it's scored
7.7/60Stars4 stars
0/25Forks0 forks
0/15Watchers1 watchers
Inputs used
forks0
stars4
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges10
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesapi.securityscorecards.dev, codecov.io, shields.io, www.bestpractices.dev
has_pull_request_templateno
How it's scored
45.5/80Monthly downloads2,596 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesgrelmicro
dependents
ecosystemspypi
total_downloads
monthly_downloads2,596
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?

54Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0.1/22.5Commit distributiontop contributor authored 100% of commits
2.7/13.5Contributor breadth2 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.997
How it's scored
38/42Issue resolution90% of issues closed
26.9/30PR acceptance549/612 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/26 approved changesets -- score normalized to 0
Inputs used
merged_prs549
open_issues25
closed_issues236
prs_merged_7d25
prs_decided_7d25
prs_merged_30d46
prs_decided_30d46
issue_closed_ratio0.904
closed_unmerged_prs63
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
4.3/25Owner reach3 followers of grelinfo
18.9/25Track record8 public repos, account ~15 yr old
Inputs used
followers3
owner_typeUser
is_verified
owner_logingrelinfo
public_repos8
account_age_days5,647
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 2 days ago
20/20Version history81 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgrelmicro
ecosystemspypi
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall
How it's scored
24/24CI workflows8 workflow(s)
24/24Tests present
16/16Linter configpyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 out of 30 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 sitehttps://grelmicro.grel.info/
10/10Repository description
10/10Topics11 topics
0/10Wiki
Inputs used
topicsfastapi, faststream, leader-election, lock, microservice, pydantic, python, anyio, asyncio, circuit-breaker, resilience
has_wikino
homepagehttps://grelmicro.grel.info/
docs_sitehttps://grelmicro.grel.info/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

83Excellent · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
3.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5CII-Best-Practicesbadge detected: Passing
0/7.5Code-ReviewFound 0/26 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
4/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.8
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages10
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:grelmicro@0.41.1 runtime dependency closure — what installing the published package pulls in — 10 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

80Excellent · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt)llms.txt present
40/40Legible commit history82 of 89 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_url
legible_history_share0.921
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrapjustfile
22/22Automated tests
11/11Lint / format configpyproject.toml ([tool.ruff])
11/11Static type checkinggrelmicro/py.typed
10/10Reproducible environmentDockerfile, lockfile
2/10Demonstrated agent practice1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance8 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesjustfile
has_devcontainerno
has_linter_configyes
typecheck_configsgrelmicro/py.typed
agent_commit_share0.01
toolchain_manifestsrust/grelmicro-core/Cargo.toml
dependency_bot_commit_share0.08
How it's scored
27/45Type-checkable codePython with type-check config (grelmicro/py.typed)
53.9/55Manageable file sizes14/704 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes195,533
source_files_sampled704
oversized_source_files14
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
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

4GitHub stars
2contributors
616commits, last 12 months
0days since last push
78releases
1bus factor
25open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi download statistics for 'grelmicro' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download figures for grelmicro carried forward from the previous scan (stats endpoint unavailable this scan)

More detail

OpenSSF Scorecard 7.8 / 10
7.8aggregate

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 · 2026-09-15 23:41 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
5CII-Best-Practicesbadge detected: Passing
0Code-ReviewFound 0/26 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
PyPIpydantic>=2.5.0pyproject.toml
PyPIfast-depends>=2.0.0pyproject.toml
PyPIpydantic-settings>=2.5.0pyproject.toml
All dependencies 272

Full resolved dependency set from the GitHub dependency graph: 6 direct and 266 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIfast-dependsdirect
PyPIfast-depends3.0.8direct
PyPIpydanticdirect
PyPIpydantic2.13.5direct
PyPIpydantic-settingsdirect
PyPIpydantic-settings2.15.0direct
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crates.ioaws-lc-rs1.18.1indirect
crates.ioaws-lc-sys0.45.0indirect
crates.iobase640.22.1indirect
crates.iobumpalo3.20.3indirect
crates.iocc1.4.5indirect
crates.iocfg-if1.0.4indirect
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crates.iodunce1.0.5indirect
crates.iofind-msvc-tools0.1.12indirect
crates.iofs_extra1.3.0indirect
crates.iofutures-core0.3.34indirect
crates.iofutures-task0.3.34indirect
crates.iofutures-util0.3.34indirect
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crates.ionum-traits0.2.19indirect
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crates.iopem3.0.6indirect
crates.iopin-project-lite0.2.17indirect
crates.iopkg-config0.3.34indirect
crates.ioportable-atomic1.15.0indirect
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crates.ioproc-macro21.0.107indirect
crates.iopyo30.29.2indirect
crates.iopyo3-build-config0.29.2indirect
crates.iopyo3-ffi0.29.2indirect
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PyPItzdata2026.2indirect
PyPIuc-micro-py2.0.0indirect
PyPIurllib32.7.0indirect
PyPIuvicornindirect
PyPIuvicorn0.52.4indirect
PyPIuvloopindirect
PyPIuvloop0.22.1indirect
PyPIvalkey6.1.1indirect
PyPIvirtualenv21.2.0indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwebsockets16.0indirect
PyPIwin32-setctime1.2.0indirect
PyPIwrapt2.1.2indirect
PyPIwsproto1.3.2indirect
Dependency advisories 0

Installing pypi:grelmicro@0.41.1 pulls in 10 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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

Raw JSON report machine-readable

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Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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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 statisticsPyPI.