Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-26 12:01 UTC

OpenVoiceOS / ovos-audio-transformer-plugin-ggwave

data over sound plugin

PythonApache-2.0★ 2 stars⑂ 4 forkssince Sep 2023View on GitHub ↗
KindPluginLibraryhow this is determined

OpenVoiceOS/ovos-audio-transformer-plugin-ggwave holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Vitality (76/100) and lowest on Security (21/100). It was last updated today. A single contributor accounts for most of its recent work.

54
overall / 100
Moderate

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.

54
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 53 is calibrated to 54 on the published index scale (record calibration 2026-08-02).

Ownership

OpenVoiceOSOrganization
793 followers384 public repossince Oct 2020

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIovos-audio-transformer-plugin-ggwave0.0.52,41541466 days agoovosplugin

Metrics by category

Vitality

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

76Good · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
4.8/36Commit cadence — 7/52 weeks with commits
13.3/18Commit volume — 29 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year29
human_commit_share0.91
days_since_last_push0
active_weeks_last_year7

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 43 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~31.4 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count43
latest_release_tag1.1.0a3
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases31.4

Community & Adoption

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

41Weak · 17% of overall
How it's scored
0/60Stars — 2 stars
4/25Forks — 4 forks
1.7/15Watchers — 3 watchers
Inputs used
forks4
stars2
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno
How it's scored
45.1/80Monthly downloads — 2,415 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesovos-audio-transformer-plugin-ggwave
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,415
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?

49Weak · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.7/22.5Commit distribution — top contributor authored 97% of commits
4.1/13.5Contributor breadth — 3 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.971
How it's scored
0/42Issue resolution — 0% of issues closed
18.6/30PR acceptance — 26/42 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs26
open_issues6
closed_issues0
prs_merged_7d1
prs_decided_7d1
prs_merged_30d3
prs_decided_30d3
issue_closed_ratio0
closed_unmerged_prs16
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
20.8/25Owner reach — 793 followers of OpenVoiceOS
25/25Track record — 384 public repos, account ~5 yr old
Inputs used
followers793
owner_typeOrganization
is_verifiedno
owner_loginOpenVoiceOS
public_repos384
account_age_days2,184
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
14/35Publish recency — latest publish 466 days ago
20/20Version history — 41 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesovos-audio-transformer-plugin-ggwave
ecosystemspypi
any_deprecatedno
min_days_since_publish466

Engineering Quality

Are baseline engineering and documentation practices in place?

72Good · 19% of overall
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://openvoiceos.github.io/ovos-audio-transformer-plugin-ggwave/
10/10Repository description
10/10Topics — 4 topics
0/10Wiki
Inputs used
topicsaudio, openvoiceos, plugin, transformers
has_wikino
homepagehttps://openvoiceos.github.io/ovos-audio-transformer-plugin-ggwave/
docs_sitehttps://openvoiceos.github.io/ovos-audio-transformer-plugin-ggwave/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

21At Risk · 16% of overall
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
0/25Dependency lockfiles — published library — lockfiles are an application concern, not expected
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfiles—
manifestspyproject.toml
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages37
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:ovos-audio-transformer-plugin-ggwave@0.0.5 runtime dependency closure — what installing the published package pulls in — 37 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.

35Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
12.9/40Legible commit history — 22 of 91 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.242
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
0/10Reproducible environment
10/10Demonstrated agent practice — 5 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 7 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfiles—
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0.05
toolchain_manifests—
dependency_bot_commit_share0.07
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/7 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes12,541
source_files_sampled7
oversized_source_files0

Key facts

2GitHub stars
3contributors
29commits, last 12 months
0days since last push
43releases
1bus factor
6open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard did not return a usable result (exit code 0; Skipping github.com/OpenVoiceOS/ovos-audio-transformer-plugin-ggwave: run: RepoClient.LocalPath: error during tarballHandler.setup: internal error: handler.httpClient.Do: Get "https://codeload.github.com/OpenVoiceOS/ovos-audio-transformer-plugin-ggwave/legacy.tar.gz/refs/heads/dev": internal error: innerTransport.RoundTrip: internal error: innerTransport.RoundTrip: error in HTTP: dial tcp: lookup codeload.github.com on 127.0.0.11:53: server misbehaving); skipping Scorecard checks

More detail

Direct dependencies 3
RegistryPackageVersion constraintManifest
PyPIovos-plugin-manager>=2.1.0,<3.0.0pyproject.toml
PyPIggwave>=0.4.2,<1.0.0pyproject.toml
PyPInumpy—pyproject.toml
All dependencies 5

Full resolved dependency set from the GitHub dependency graph: 2 direct and 3 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIggwave—direct
PyPIovos-plugin-manager—direct
PyPIovos-dinkum-listener—indirect
PyPIovoscope—indirect
PyPIsetuptools—indirect
Dependency advisories 0

Installing pypi:ovos-audio-transformer-plugin-ggwave@0.0.5 pulls in 37 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

Feedback

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.

The message is kept through sign-in.

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 — PyPI.