Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-18 20:34 UTC

abyo-software / s4

GPU-accelerated transparent compression S3-compatible storage gateway. Drop-in replacement for AWS S3 endpoints; cuts your S3 bill 50-80% with no app changes (Rust, nvCOMP, zstd).

RustApache-2.0★ 158 stars⑂ 9 forkssince May 2026View on GitHub ↗
KindLibraryNetwork serviceCommand-line toolPluginhow this is determined

abyo-software/s4 holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Engineering Quality (88/100) and lowest on Security (46/100). It was last updated 70 days ago. A single contributor accounts for most of its recent work.

73
overall / 100
Good

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.

73
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 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).

Ownership

abyo software LLCOrganization
2 followers15 public repossince Apr 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
crates.ios3spoints to another repo — not scored0.16.1104,964442 days agos3web-programming
crates.ios3s-awspoints to another repo — not scored0.16.14,749422 days agos3web-programming
crates.ios4-codec1.5.2983970 days agocompressiongpunvcomps3zstdnetwork-programmingweb-programming
PyPIs4fs1.5.156871 days agos3fsspeccompressionzstdpandaspyarrow
crates.ios4-config1.5.2883970 days agocompressiongpunvcomps3zstdnetwork-programmingweb-programming
crates.ios4-server1.4.0503590 days agocompressiongpunvcomps3zstdnetwork-programmingweb-programming
crates.ios4-codec-py1.4.0231690 days ago

Metrics by category

Vitality

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

71Good · 21% of overall
How it's scored
18/36Push recencylast push 70 days ago
4.8/36Commit cadence7/52 weeks with commits
18/18Commit volume292 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year292
human_commit_share1
days_since_last_push70
active_weeks_last_year7

Release discipline

100Exceptional
How it's scored
27/27Ships releases39 releases published
36/36Release recencylatest release 70 days ago
27/27Release cadencea release every ~3.5 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count39
latest_release_tagv1.5.2
releases_from_tagsno
days_since_latest_release70
mean_days_between_releases3.5
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?

60Moderate · 17% of overall
How it's scored
35.6/60Stars158 stars
7.5/25Forks9 forks
0/15Watchers2 watchers
Inputs used
forks9
stars158
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes
How it's scored
33.3/80Monthly downloads315 downloads/month across crates, pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagess4-codec, s4fs, s4-config, s4-server, s4-codec-py
dependents
ecosystemscrates, pypi
total_downloads2,772
monthly_downloads315
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
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
42/42Issue resolution100% of issues closed
26.7/30PR acceptance8/9 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs8
open_issues0
closed_issues142
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio1
closed_unmerged_prs1
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
30/30Ownership backingorganization-owned
0/20Verified domain
3.4/25Owner reach2 followers of abyo-software
9.6/25Track record15 public repos, account ~0 yr old
Inputs used
followers2
owner_typeOrganization
is_verifiedno
owner_loginabyo-software
public_repos15
account_age_days143

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable5 package(s) on crates, pypi
35/35Publish recencylatest publish 70 days ago
20/20Version history39 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagess4-codec, s4fs, s4-config, s4-server, s4-codec-py
ecosystemscrates, pypi
any_deprecatedno
min_days_since_publish70

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 19% of overall
How it's scored
24/24CI workflows10 workflow(s)
24/24Tests present
16/16Linter configCargo.toml ([workspace.lints]), crates/s3s-aws/Cargo.toml ([lints]), crates/s3s/Cargo.toml ([lints]), crates/s4-codec-py/Cargo.toml ([lints]), crates/s4-codec-wasm/Cargo.toml ([lints]), crates/s4-codec/Cargo.toml ([lints]), crates/s4-config/Cargo.toml ([lints]), crates/s4-server/Cargo.toml ([lints])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Testsno data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://github.com/abyo-software/s4
10/10Repository description
10/10Topics19 topics
10/10Wiki
Inputs used
topicsapache-2, aws-s3, compression, cost-optimization, cuda, data-lake, gpu, minio, nvcomp, observability, opentelemetry, parquet, prometheus, rust, s3, s3-compatible, storage-gateway, transparent-compression, zstd
has_wikiyes
homepagehttps://github.com/abyo-software/s4
docs_sitehttps://github.com/abyo-software/s4
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

46Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
0/2.5CI-Testsno data
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/30 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
0/7.5Dependency-Update-Toolno update tool detected
5/5Fuzzingproject is fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTno SAST tool detected
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0.8/7.5Vulnerabilities9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.

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.

63Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrapCargo.toml, crates/s3s-aws/Cargo.toml, crates/s3s/Cargo.toml (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format configCargo.toml ([workspace.lints]), crates/s3s-aws/Cargo.toml ([lints]), crates/s3s/Cargo.toml ([lints]), crates/s4-codec-py/Cargo.toml ([lints]), crates/s4-codec-wasm/Cargo.toml ([lints]), crates/s4-codec/Cargo.toml ([lints]), crates/s4-config/Cargo.toml ([lints]), crates/s4-server/Cargo.toml ([lints])
11/11Static type checkingRust (statically typed)
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice89 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenanceno automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0.89
toolchain_manifestsCargo.toml, crates/s3s-aws/Cargo.toml, crates/s3s/Cargo.toml, crates/s4-codec-py/Cargo.toml, crates/s4-codec-wasm/Cargo.toml, crates/s4-codec/Cargo.toml, crates/s4-config/Cargo.toml, crates/s4-server/Cargo.toml
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeRust (statically typed)
47.7/55Manageable file sizes32/240 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes1,515,661
source_files_sampled240
oversized_source_files32
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files
interfaces_expected_ofnetwork-service

Key facts

158GitHub stars
1contributors
292commits, last 12 months
70days since last push
39releases
1bus factor
0open issues
crates.iopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • crates package 's3s' points at a different repository (https://github.com/Nugine/s3s); excluded from ecosystem scoring
  • crates package 's3s-aws' points at a different repository (https://github.com/Nugine/s3s); excluded from ecosystem scoring
  • Could not fetch crates package 's4-codec-wasm' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

Star and fork history 0 ★ / 9 ⇿
0Stars
9Forks
17Releases

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.

0246810942026-062026-062026-06
Major 1Minor 7Patch 9
OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-09-18 20:33 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 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
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 148
RegistryPackageVersion constraintManifest
crates.ioasync-trait0.1.89crates/s3s-aws/Cargo.toml
crates.ioaws-sdk-s31.124.0crates/s3s-aws/Cargo.toml
crates.ioaws-smithy-runtime-api1.11.5crates/s3s-aws/Cargo.toml
crates.ioaws-smithy-types1.4.5crates/s3s-aws/Cargo.toml
crates.ioaws-smithy-types-convert0.60.13crates/s3s-aws/Cargo.toml
crates.iohyper1.8.1crates/s3s-aws/Cargo.toml
crates.ios3s0.13.0-s4.1crates/s3s-aws/Cargo.toml
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crates.iochrono0.4.44crates/s3s/Cargo.toml
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crates.iohex-simd0.8.0crates/s3s/Cargo.toml
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crates.iohttp1.4.0crates/s3s/Cargo.toml
crates.iohttp-body1.0.1crates/s3s/Cargo.toml
crates.iohttp-body-util0.1.3crates/s3s/Cargo.toml
crates.iohttparse1.10.1crates/s3s/Cargo.toml
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crates.ioitoa1.0.17crates/s3s/Cargo.toml
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crates.ioquick-xml0.41.0crates/s3s/Cargo.toml
crates.ioserde1.0.228crates/s3s/Cargo.toml
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crates.ioserde_urlencoded0.7.1crates/s3s/Cargo.toml
crates.iosha1=0.11.0-rc.5crates/s3s/Cargo.toml
crates.iosha2=0.11.0-rc.5crates/s3s/Cargo.toml
crates.iosmallvec1.15.1crates/s3s/Cargo.toml
crates.iostd-next0.1.9crates/s3s/Cargo.toml
crates.iosubtle2.6.1crates/s3s/Cargo.toml
crates.iosync_wrapper1.0.2crates/s3s/Cargo.toml
crates.iothiserror2.0.18crates/s3s/Cargo.toml
crates.iotime0.3.47crates/s3s/Cargo.toml
crates.iotokio1.49.0crates/s3s/Cargo.toml
crates.iotower0.5.3crates/s3s/Cargo.toml
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crates.iotransform-stream0.3.1crates/s3s/Cargo.toml
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crates.iotokiocrates/s4-codec-py/Cargo.toml
crates.iocrc32ccrates/s4-codec-py/Cargo.toml
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crates.iobytescrates/s4-codec-wasm/Cargo.toml
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crates.iowasm-bindgen0.2crates/s4-codec-wasm/Cargo.toml
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crates.iocudarc0.13crates/s4-codec/Cargo.toml
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crates.ioaws-configcrates/s4-server/Cargo.toml
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crates.ioasync-traitcrates/s4-server/Cargo.toml
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crates.ioserde_json1crates/s4-server/Cargo.toml
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crates.iorustls-acme0.15crates/s4-server/Cargo.toml
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crates.ioecdsa0.16crates/s4-server/Cargo.toml
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crates.ioaws-sdk-kms1crates/s4-server/Cargo.toml
crates.ioreqwest0.12crates/s4-server/Cargo.toml
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crates.ioaws-sdk-marketplacemetering1crates/s4-server/Cargo.toml
crates.ios4-codec1crates/s4-server/Cargo.toml
crates.ios4-config1crates/s4-server/Cargo.toml
crates.iosqlparser0.51crates/s4-server/Cargo.toml
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crates.iocrc32fast1crates/s4-server/Cargo.toml
crates.iosha10.10crates/s4-server/Cargo.toml
crates.iototp-rs5crates/s4-server/Cargo.toml
crates.iobase320.5crates/s4-server/Cargo.toml
crates.iopercent-encoding2crates/s4-server/Cargo.toml
crates.iozeroize1crates/s4-server/Cargo.toml
crates.iotoml0.8crates/s4-server/Cargo.toml
PyPIfsspec>=2023.1.0python/s4fs/pyproject.toml
PyPIs4-codec>=1.2.0,<2python/s4fs/pyproject.toml
All dependencies not collected

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