Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-09 00:31 UTC

ranjith-ka / Devops

Go · TypeScript · PythonApache-2.0★ 4 stars⑂ 8 forkssince Nov 2017View on GitHub ↗
KindNetwork serviceCommand-line toolLibraryhow this is determined

ranjith-ka/Devops holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Vitality (87/100) and lowest on Security (10/100). It was last updated 6 days ago. 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

Ranjith KAPersonal account
33 followers125 public repossince Nov 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/ranjith-ka/Devopsv0.4.70-9415 days ago

Metrics by category

Vitality

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

87Excellent · 21% of overall
How it's scored
36/36Push recency — last push 6 days ago
17.3/36Commit cadence — 25/52 weeks with commits
17.1/18Commit volume — 79 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year79
human_commit_share0.83
days_since_last_push6
active_weeks_last_year25

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 69 releases published
36/36Release recency — latest release 15 days ago
27/27Release cadence — a release every ~4.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count69
latest_release_tagv0.4.70
releases_from_tagsno
days_since_latest_release15
mean_days_between_releases4.7

Community & Adoption

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

31At Risk · 17% of overall
How it's scored
7.7/60Stars — 4 stars
7/25Forks — 8 forks
0/15Watchers — 1 watchers
Inputs used
forks8
stars4
watchers1
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)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges1
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicespkg.go.dev
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

58Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
32.7/42Issue resolution — 78% of issues closed
24.1/30PR acceptance — 89/111 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs89
open_issues2
closed_issues7
prs_merged_7d0
prs_decided_7d0
prs_merged_30d5
prs_decided_30d5
issue_closed_ratio0.778
closed_unmerged_prs22
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 backing — personal (user) account
0/20Verified domain — not applicable to user accounts
11/25Owner reach — 33 followers of ranjith-ka
25/25Track record — 125 public repos, account ~8 yr old
Inputs used
followers33
owner_typeUser
is_verified—
owner_loginranjith-ka
public_repos125
account_age_days3,221
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 15 days ago
20/20Version history — 94 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/ranjith-ka/Devops
ecosystemsgo
any_deprecatedno
min_days_since_publish15

Engineering Quality

Are baseline engineering and documentation practices in place?

61Moderate · 19% of overall
How it's scored
24/24CI workflows — 5 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
10/10Topics — 5 topics
10/10Wiki
Inputs used
topicshelm, kubernetes, golang, go, k8s
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionno

Security

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

10Critical · 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
lockfilesgo.sum, package-lock.json
manifestsgo.mod
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.
How it's scored
9.5/35Direct dependencies free of known advisories — 4 affected: go.opentelemetry.io/otel v1.40.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.40.0 (high 7.0), go.mongodb.org/mongo-driver v1.10.0 (moderate 6.5), +1 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
24.1/40No advisories left outstanding — 4 advisory-carrying package(s) unaddressed past 90 days; oldest published 210 days ago
Inputs used
sourceosv
advisories180
affected_packages26
assessed_packages260
unassessed_packages8
affected_by_severitycritical 7, high 10, moderate 5, unknown 4
direct_affected_packages4
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 260 resolved dependencies against OSV. 8 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.

77Good · 4% of overall
How it's scored
18/45Agent instructions — .github/copilot-instructions.md (stub)
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://python.langchain.com/llms.txt)
5.1/40Legible commit history — 8 of 83 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://python.langchain.com/llms.txt
legible_history_share0.096
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes157
How it's scored
18/18One-command bootstrap — Makefile, projects/buildpilot/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — apps/portfolio/tsconfig.json, apps/web/tsconfig.json, demo/frontend/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 5 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 17 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, projects/buildpilot/Makefile
has_devcontainerno
has_linter_configno
typecheck_configsapps/portfolio/tsconfig.json, apps/web/tsconfig.json, demo/frontend/tsconfig.json
agent_commit_share0.05
toolchain_manifestsExercism/go/two-fer/go.mod, demo/api/go.mod, examples/dotnet-skaffold/DotnetSkaffold.Api.csproj, go.mod, projects/buildpilot/go.mod, services/inference/go.mod
dependency_bot_commit_share0.17
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/170 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes33,249
source_files_sampled170
oversized_source_files0
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — proto/01_proto_file.proto, proto/02_proto_nested.proto, proto/03_city_message.proto, proto/04_street_message.proto, proto/05_building_message.proto, proto/ai_cicd_platform.proto, specs/openapi.yaml
20/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalyes
api_schema_filesproto/01_proto_file.proto, proto/02_proto_nested.proto, proto/03_city_message.proto, proto/04_street_message.proto, proto/05_building_message.proto, proto/ai_cicd_platform.proto, specs/openapi.yaml
interfaces_expected_ofnetwork-service

Key facts

4GitHub stars
1contributors
79commits, last 12 months
6days since last push
69releases
1bus factor
2open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Star and fork history 0 ★ / 8 ⇿
0Stars
8Forks
47Releases

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.

02468812020-102023-072026-03
Major 0Minor 0Patch 47

Each point covers 5 days.

Direct dependencies 16
RegistryPackageVersion constraintManifest
Gogithub.com/dariubs/percentv1.0.0go.mod
Gogithub.com/kyokomi/emojiv2.2.4+incompatiblego.mod
Gogithub.com/mitchellh/go-homedirv1.1.0go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.7.0go.mod
Gogithub.com/prometheus/client_golangv1.12.2go.mod
Gogithub.com/spf13/cobrav1.5.0go.mod
Gogithub.com/spf13/viperv1.12.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.mongodb.org/mongo-driverv1.10.0go.mod
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.46.1go.mod
Gogo.opentelemetry.io/otelv1.40.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.21.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.40.0go.mod
Gogo.opentelemetry.io/otel/tracev1.40.0go.mod
Gogolang.org/x/tourv0.1.0go.mod
Gogoogle.golang.org/protobufv1.33.0go.mod
All dependencies 268

Full resolved dependency set from the GitHub dependency graph: 16 direct and 252 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmpostcss8.4.31indirect
npmpostcss8.5.16indirect
npmpostcss-import15.1.0indirect
npmpostcss-js4.1.0indirect
npmpostcss-load-config6.0.1indirect
npmpostcss-nested6.2.0indirect
npmpostcss-selector-parser6.1.4indirect
npmpostcss-value-parser4.2.0indirect
npmqueue-microtask1.2.3indirect
npmreact18.3.1indirect
npmreact19.2.7indirect
npmreact19.2.8indirect
npmreact-dom18.3.1indirect
npmreact-dom19.2.7indirect
npmreact-dom19.2.8indirect
npmread-cache1.0.0indirect
npmreaddirp3.6.0indirect
npmresolve1.22.12indirect
npmreusify1.1.0indirect
npmrun-parallel1.2.0indirect
npmscheduler0.27.0indirect
npmsemver7.8.5indirect
npmsharp0.34.5indirect
npmsource-map-js1.2.1indirect
npmstyled-jsx5.1.6indirect
npmsucrase3.35.1indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtailwind-merge3.6.0indirect
npmtailwindcss3.4.19indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmtinyglobby0.2.17indirect
npmto-regex-range5.0.1indirect
npmts-interface-checker0.1.13indirect
npmtslib2.8.1indirect
npmtypescript5.9.3indirect
npmundici-types7.18.2indirect
npmupdate-browserslist-db1.2.3indirect
npmutil-deprecate1.0.2indirect
npmvite6.4.2indirect
PyPIeasyocr1.7.0indirect
PyPIflask—indirect
PyPIflask3.1.3indirect
PyPIlangchain-core—indirect
PyPIlangchain-ollama—indirect
PyPIlanggraph—indirect
PyPIlanggraph-checkpoint-sqlite—indirect
PyPInumpy1.24.3indirect
PyPIopencv-python4.8.1.78indirect
PyPIopentelemetry-api—indirect
PyPIopentelemetry-exporter-otlp-proto-grpc—indirect
PyPIopentelemetry-sdk—indirect
PyPIpandas2.1.3indirect
PyPIpillow12.2.0indirect
PyPIscikit-learn1.5.0indirect
PyPIscipy1.11.4indirect
PyPIspacy3.7.2indirect
PyPItorch2.8.0indirect
PyPItransformers5.0.0rc3indirect
PyPIultralytics8.0.206indirect
Dependency advisories 26

This repository publishes no package the index resolves, so its own dependency graph was assessed — 260 packages, which also include development and test pins that never ship: 26 carry known advisories, of which 4 are direct. 8 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.35.0indirectcritical350.56.0
golang.org/x/cryptov0.45.0indirectcritical300.56.0
google.golang.org/grpcv1.59.0indirectcritical71.85.0-dev.0.20260825072537-93e31b48545e
next15.5.20indirectcritical1016.3.3
next15.5.23indirectcritical216.3.3
pillow12.2.0indirectcritical2612.3.0
transformers5.0.0rc3indirectcritical65.10.0
go.opentelemetry.io/otelv1.40.0directhigh21.41.0
go.opentelemetry.io/otel/sdkv1.40.0directhigh21.43.0
baseline-browser-mapping2.10.42indirecthigh12.11.0
browserslist4.28.5indirecthigh24.28.7
nanoid3.3.15indirecthigh25.1.16
postcss8.4.31indirecthigh48.5.23
postcss8.5.16indirecthigh28.5.23
sharp0.34.5indirecthigh20.35.4
torch2.8.0indirecthigh82.13.0
vite6.4.2indirecthigh28.0.16
go.mongodb.org/mongo-driverv1.10.0directmoderate22.4.2
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.21.0directmoderate21.43.0
github.com/gin-gonic/ginv1.9.0indirectmoderate21.9.1
golang.org/x/netv0.21.0indirectmoderate181.27.0-rc.3
golang.org/x/netv0.47.0indirectmoderate91.27.0-rc.3
golang.org/x/sysv0.38.0indirectunknown10.44.0
golang.org/x/sysv0.41.0indirectunknown10.44.0
golang.org/x/textv0.22.0indirectunknown10.39.0
golang.org/x/textv0.31.0indirectunknown10.39.0

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.

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.

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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.