Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-22 13:17 UTC

nousergon / krepis

MIT foundation library for the Nous Ergon stack — edge-free primitives every higher layer depends down onto.

PythonMIT★ 0 stars⑂ 0 forkssince Jun 2026View on GitHub ↗

nousergon/krepis holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Vitality (71/100) and lowest on Sustainability & Governance (47/100). It was last updated today. A single contributor accounts for most of its recent work.

60
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.

60
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 57 is calibrated to 60 on the published index scale (record calibration 2026-08-02).

Ownership

Nous ErgonOrganization
5 followers22 public repossince Jun 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIkrepis0.59.2656,9281270 days agoawsssmtelemetrypipelinealertstrading-calendar

Metrics by category

Vitality

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

71Good · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
6.2/36Commit cadence9/52 weeks with commits
18/18Commit volume222 commits in the last year
0/10OpenSSF Scorecard: Maintainedproject was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year222
human_commit_share0.87
days_since_last_push0
active_weeks_last_year9
How it's scored
16.2/27Ships releases100 version tags (no GitHub releases)
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~0.3 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count100
latest_release_tagv0.59.26
releases_from_tagsyes
days_since_latest_release0
mean_days_between_releases0.3
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?

47Weak · 17% of overall
How it's scored
0/60Stars0 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars0
watchers0
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
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes
How it's scored
63.4/80Monthly downloads56,928 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packageskrepis
dependents
ecosystemspypi
total_downloads
monthly_downloads56,928
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?

47Weak · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0.3/22.5Commit distributiontop contributor authored 99% of commits
2.7/13.5Contributor breadth2 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.988
How it's scored
14/42Issue resolution33% of issues closed
28.9/30PR acceptance165/171 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/25 approved changesets -- score normalized to 0
Inputs used
merged_prs165
open_issues4
closed_issues2
prs_merged_7d21
prs_decided_7d21
prs_merged_30d51
prs_decided_30d51
issue_closed_ratio0.333
closed_unmerged_prs6
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
5.6/25Owner reach5 followers of nousergon
10.3/25Track record22 public repos, account ~0 yr old
Inputs used
followers5
owner_typeOrganization
is_verifiedno
owner_loginnousergon
public_repos22
account_age_days72

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 0 days ago
20/20Version history127 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packageskrepis
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

61Moderate · 19% of overall
How it's scored
24/24CI workflows9 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests18 out of 18 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

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics5 topics
0/10Wiki
Inputs used
topicsaws, library, llm, pypi, python
has_wikino
homepage
docs_site
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

56Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
3/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests18 out of 18 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/25 approved changesets -- score normalized to 0
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
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
0/7.5Maintainedproject was created within the last 90 days. Please review its contents carefully
5/5Packagingpackaging workflow detected
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities39 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
19.6/35Direct dependencies free of known advisories1 affected: requests 2.32.5 (moderate 5.5)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
35.2/40No advisories left outstanding1 advisory-carrying package(s) unaddressed past 90 days; oldest published 149 days ago
Inputs used
sourceosv
advisories76
affected_packages9
assessed_packages123
unassessed_packages14
affected_by_severitycritical 1, high 4, moderate 4
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 123 resolved dependencies against OSV. 14 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.

60Moderate · 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 history87 of 87 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
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checkingsrc/krepis/py.typed
10/10Reproducible environmentlockfile
10/10Demonstrated agent practice54 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance9 of the last 100 commits are automated dependency updates
6/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configssrc/krepis/py.typed
agent_commit_share0.54
toolchain_manifests
dependency_bot_commit_share0.09
How it's scored
27/45Type-checkable codePython with type-check config (src/krepis/py.typed)
52.3/55Manageable file sizes5/101 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes129,969
source_files_sampled101
oversized_source_files5

Key facts

0GitHub stars
2contributors
222commits, last 12 months
0days since last push
100releases
1bus factor
4open issues
PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:krepis@0.59.26; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 5.2 / 10
5.2aggregate

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 · 2026-08-22 13:16 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests18 out of 18 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/25 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities39 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
PyPIboto3>=1.34pyproject.toml
PyPIpydantic>=2.0pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIrequests>=2.31pyproject.toml
PyPIeval_type_backport>=0.2.0pyproject.toml
All dependencies 137

Full resolved dependency set from the GitHub dependency graph: 11 direct and 126 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIboto3direct
PyPIboto31.42.97direct
PyPIboto31.43.72direct
PyPIeval-type-backport0.4.0direct
PyPIpydanticdirect
PyPIpydantic2.13.4direct
PyPIpyyamldirect
PyPIpyyaml6.0.3direct
PyPIrequestsdirect
PyPIrequests2.32.5direct
PyPIrequests2.34.2direct
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIaiohttp3.13.5indirect
PyPIaiohttp3.14.3indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-doc0.0.5indirect
PyPIannotated-types0.7.0indirect
PyPIannotated-types0.8.0indirect
PyPIanthropicindirect
PyPIanthropic0.122.0indirect
PyPIanyio4.12.1indirect
PyPIanyio4.14.2indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs26.1.0indirect
PyPIbotocore1.42.97indirect
PyPIbotocore1.43.72indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.0.0indirect
PyPIcffi2.1.1indirect
PyPIcharset-normalizer3.5.1indirect
PyPIclick8.1.8indirect
PyPIclick8.4.2indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.10.7indirect
PyPIcoverage7.15.4indirect
PyPIcryptography47.0.0indirect
PyPIcryptography50.0.0indirect
PyPIdistro1.9.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIfastuuid0.14.0indirect
PyPIfilelock3.19.1indirect
PyPIfilelock3.32.3indirect
PyPIflow-doctorindirect
PyPIflow-doctor0.9.0indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2025.10.0indirect
PyPIfsspec2026.7.0indirect
PyPIh110.16.0indirect
PyPIhf-xet1.6.0indirect
PyPIhttp-ece1.2.1indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIhuggingface-hub1.27.0indirect
PyPIhuggingface-hub1.8.0indirect
PyPIidna3.18indirect
PyPIimportlib-metadata8.7.1indirect
PyPIimportlib-metadata8.9.0indirect
PyPIiniconfig2.1.0indirect
PyPIiniconfig2.3.0indirect
PyPIjinja23.1.6indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjsonschemaindirect
PyPIjsonschema4.25.1indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkrepis0.59.10indirect
PyPIlitellmindirect
PyPIlitellm1.83.0indirect
PyPIlitellm1.96.2indirect
PyPIlitellm1.97.0indirect
PyPImarkdown-it-py3.0.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImotoindirect
PyPImoto5.1.22indirect
PyPImoto5.2.2indirect
PyPImultidict6.7.1indirect
PyPIopenaiindirect
PyPIopenai2.48.0indirect
PyPIopenai2.54.0indirect
PyPIpackaging26.3indirect
PyPIpluggy1.6.0indirect
PyPIpropcache0.4.1indirect
PyPIpropcache0.5.2indirect
PyPIpy-vapid1.9.4indirect
PyPIpycparser2.23indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-settings2.11.0indirect
PyPIpydantic-settings2.15.0indirect
PyPIpygments2.20.0indirect
PyPIpytestindirect
PyPIpytest8.4.2indirect
PyPIpytest9.1.1indirect
PyPIpytest-covindirect
PyPIpytest-cov7.1.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.1indirect
PyPIpython-dotenv1.2.3indirect
PyPIpywebpushindirect
PyPIpywebpush2.1.2indirect
PyPIpywebpush2.4.0indirect
PyPIreferencing0.36.2indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.1.15indirect
PyPIregex2026.7.19indirect
PyPIresponses0.26.2indirect
PyPIrich15.0.0indirect
PyPIrpds-py0.27.1indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIs3transfer0.16.1indirect
PyPIs3transfer0.19.2indirect
PyPIsetuptoolsindirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPItiktoken0.13.0indirect
PyPItokenizers0.22.2indirect
PyPItokenizers0.23.1indirect
PyPItomli2.4.1indirect
PyPItqdm4.70.0indirect
PyPItyper0.23.2indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPIurllib31.26.20indirect
PyPIurllib32.7.0indirect
PyPIwerkzeug3.1.8indirect
PyPIxmltodict1.0.4indirect
PyPIyarl1.22.0indirect
PyPIyarl1.24.5indirect
PyPIzipp3.23.1indirect
PyPIzipp4.1.0indirect
Dependency advisories 9

This repository publishes no package the index resolves, so its own dependency graph was assessed — 123 packages, which also include development and test pins that never ship: 9 carry known advisories, of which 1 are direct. 14 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
litellm1.83.0indirectcritical201.84.0
aiohttp3.13.5indirecthigh283.14.3
click8.1.8indirecthigh18.3.3
cryptography47.0.0indirecthigh750.0.0
urllib31.26.20indirecthigh102.7.0
requests2.32.5directmoderate22.33.0
filelock3.19.1indirectmoderate43.20.3
pytest8.4.2indirectmoderate29.0.3
python-dotenv1.2.1indirectmoderate21.2.2

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 statisticsPyPI.