Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-19 21:43 UTC

benidevo / vega-ai

Vega AI is an intelligent job application tracking system that transforms how job seekers manage their search. Job seekers can track every opportunity, instantly see their match score for each role, and generate AI-powered resumes and cover letters tailored to specific job requirements.

Go · HTMLCustom license★ 12 stars⑂ 0 forkssince Apr 2025View on GitHub ↗
KindNetwork servicehow this is determined

benidevo/vega-ai holds a health index of 50 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (77/100) and lowest on Community & Adoption (33/100). It was last updated 119 days ago. A single contributor accounts for most of its recent work.

50
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.

50
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 50 is calibrated to 50 on the published index scale (record calibration 2026-08-02).

Ownership

Benjamin IdeworPersonal account
41 followers4 public repossince Dec 2020

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/benidevo/vegapoints to another repo — not scoredv1.11.0-14129 days ago

Metrics by category

Vitality

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

52Moderate · 21% of overall
How it's scored
9.9/36Push recencylast push 119 days ago
5.5/36Commit cadence8/52 weeks with commits
11.1/18Commit volume16 commits in the last year
0/10OpenSSF Scorecard: Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year16
human_commit_share1
days_since_last_push119
active_weeks_last_year8
How it's scored
27/27Ships releases13 releases published
27/36Release recencylatest release 119 days ago
27/27Release cadencea release every ~30.2 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count13
latest_release_tagv1.11.0
releases_from_tagsno
days_since_latest_release119
mean_days_between_releases30.2
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?

33At Risk · 17% of overall
How it's scored
16.9/60Stars12 stars
0/25Forks0 forks
0/15Watchers2 watchers
Inputs used
forks0
stars12
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5Licenselicense file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Sustainability & Governance

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

44Weak · 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
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
42/42Issue resolution100% of issues closed
28.8/30PR acceptance49/51 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_prs49
open_issues0
closed_issues9
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio1
closed_unmerged_prs2
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
11.7/25Owner reach41 followers of benidevo
16.6/25Track record4 public repos, account ~5 yr old
Inputs used
followers41
owner_typeUser
is_verified
owner_loginbenidevo
public_repos4
account_age_days2,101
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 19% of overall
How it's scored
24/24CI workflows7 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests26 out of 26 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

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://vega.benidevo.com
10/10Repository description
10/10Topics8 topics
0/10Wiki
Inputs used
topicsai, docker, docker-compose, golang, sqlite, htmx, tailwindcss, gemini
has_wikino
homepagehttps://vega.benidevo.com
docs_sitehttps://vega.benidevo.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

38Weak · 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
2.5/2.5CI-Tests26 out of 26 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 0/30 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
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.2/2.5Licenselicense file detected
0/7.5Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
1.5/5SASTSAST tool is not run on all commits -- score normalized to 3
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities53 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.5
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
7/35Direct dependencies free of known advisories1 affected: golang.org/x/crypto v0.50.0 (critical 10.0)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
32/40No advisories left outstanding1 advisory-carrying package(s) unaddressed past 90 days; oldest published 120 days ago
Inputs used
sourceosv
advisories68
affected_packages18
assessed_packages277
unassessed_packages0
affected_by_severitycritical 1, high 8, moderate 4, unknown 5
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 277 resolved dependencies against OSV. 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.

56Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
27.2/40Legible commit history51 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.51
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
0/11Lint / format config
11/11Static type checkingGo (statically typed)
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
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
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeGo (statically typed)
54.8/55Manageable file sizes1/261 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes62,731
source_files_sampled261
oversized_source_files1

Key facts

12GitHub stars
1contributors
16commits, last 12 months
119days since last push
13releases
1bus factor
0open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • go package 'github.com/benidevo/vega' points at a different repository (https://github.com/benidevo/vega); excluded from ecosystem scoring
  • Could not fetch npm package 'vega-ai-frontend' from its registry

More detail

OpenSSF Scorecard 3.5 / 10
3.5aggregate

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 · 2026-09-19 21:43 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests26 out of 26 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 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
3SASTSAST tool is not run on all commits -- score normalized to 3
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities53 existing vulnerabilities detected
Direct dependencies 16
RegistryPackageVersion constraintManifest
Gogithub.com/DATA-DOG/go-sqlmockv1.5.2go.mod
Gogithub.com/Masterminds/squirrelv1.5.4go.mod
Gogithub.com/dgraph-io/badger/v4v4.9.1go.mod
Gogithub.com/gin-contrib/corsv1.7.7go.mod
Gogithub.com/gin-gonic/ginv1.12.0go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/golang-migrate/migrate/v4v4.19.1go.mod
Gogithub.com/openai/openai-gov1.12.0go.mod
Gogithub.com/rs/zerologv1.35.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/vektra/mockery/v2v2.53.6go.mod
Gogolang.org/x/cryptov0.50.0go.mod
Gomodernc.org/sqlitev1.48.2go.mod
Gogithub.com/go-playground/validator/v10v10.30.2go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
All dependencies 277

Full resolved dependency set from the GitHub dependency graph: 16 direct and 261 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmpostcss-nested6.2.0indirect
npmpostcss-selector-parser6.1.2indirect
npmpostcss-value-parser4.2.0indirect
npmprogress2.0.3indirect
npmproxy-agent6.5.0indirect
npmproxy-from-env1.1.0indirect
npmpump3.0.4indirect
npmpuppeteer-core24.40.0indirect
npmqueue-microtask1.2.3indirect
npmread-cache1.0.0indirect
npmreaddirp3.6.0indirect
npmrequire-directory2.1.1indirect
npmresolve1.22.10indirect
npmreusify1.1.0indirect
npmrun-parallel1.2.0indirect
npmsemver7.7.4indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsignal-exit4.1.0indirect
npmsmart-buffer4.2.0indirect
npmsocks2.8.7indirect
npmsocks-proxy-agent8.0.5indirect
npmsource-map0.6.1indirect
npmsource-map-js1.2.1indirect
npmstreamx2.25.0indirect
npmstring-width4.2.3indirect
npmstring-width5.1.2indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.1.0indirect
npmsucrase3.35.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtailwindcss3.4.17indirect
npmtar-fs3.1.2indirect
npmtar-stream3.1.8indirect
npmteex1.0.1indirect
npmtext-decoder1.2.7indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmto-regex-range5.0.1indirect
npmts-interface-checker0.1.13indirect
npmtslib2.8.1indirect
npmtyped-query-selector2.12.1indirect
npmundici-types7.19.2indirect
npmupdate-browserslist-db1.2.3indirect
npmutil-deprecate1.0.2indirect
npmwebdriver-bidi-protocol0.4.1indirect
npmwhich2.0.2indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmws8.20.0indirect
npmy18n5.0.8indirect
npmyaml2.8.3indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmyauzl2.10.0indirect
npmzod3.25.76indirect
Dependency advisories 18

This repository publishes no package the index resolves, so its own dependency graph was assessed — 277 packages, which also include development and test pins that never ship: 18 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.50.0directcritical300.56.0
baseline-browser-mapping2.10.18indirecthigh12.11.0
basic-ftp5.2.2indirecthigh25.3.1
brace-expansion2.1.0indirecthigh35.0.9
browserslist4.28.2indirecthigh24.28.7
extract-zip2.0.1indirecthigh2
nanoid3.3.11indirecthigh35.1.16
postcss8.5.9indirecthigh48.5.23
ws8.20.0indirecthigh28.21.0
github.com/quic-go/quic-gov0.59.0indirectmoderate20.59.1
golang.org/x/netv0.53.0indirectmoderate81.27.0-rc.3
ip-address10.1.0indirectmoderate210.3.1
postcss-selector-parser6.1.2indirectmoderate17.1.3
github.com/klauspost/compressv1.18.5indirectunknown11.18.7
go.opentelemetry.io/otelv1.43.0indirectunknown11.44.0
golang.org/x/modv0.35.0indirectunknown21.27.0-rc.3
golang.org/x/sysv0.43.0indirectunknown10.44.0
golang.org/x/textv0.36.0indirectunknown10.39.0

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

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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 statisticsGo.