Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-11 11:58 UTC

pdbethke / corralai

GoCustom license★ 1 star⑂ 0 forkssince Jul 2026View on GitHub ↗
KindApplicationhow this is determined

pdbethke/corralai holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (78/100) and lowest on Community & Adoption (30/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

62
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.

62
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 58 is calibrated to 62 on the published index scale (record calibration 2026-08-02).

Ownership

Peter D BethkePersonal account
3 followers7 public repossince Oct 2010SiteShell.net

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/pdbethke/corralaiv0.3.5-86 days ago

Metrics by category

Vitality

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

68Good · 21% of overall
How it's scored
36/36Push recencylast push 5 days ago
4.2/36Commit cadence6/52 weeks with commits
18/18Commit volume1,118 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_year1,118
human_commit_share1
days_since_last_push5
active_weeks_last_year6
How it's scored
27/27Ships releases1 releases published
36/36Release recencylatest release 38 days ago
12.6/27Release cadencecadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count1
latest_release_tagv0.1.0
releases_from_tagsno
days_since_latest_release38
mean_days_between_releases
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?

30At Risk · 17% of overall
How it's scored
0/60Stars1 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars1
watchers0
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
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesapi.securityscorecards.dev, github.com, shields.io
has_pull_request_templateno

Sustainability & Governance

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

56Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0.1/22.5Commit distributiontop contributor authored 99% of commits
2.7/13.5Contributor breadth2 contributors
6/10OpenSSF Scorecard: Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.994
How it's scored
42/42Issue resolution100% of issues closed
29.4/30PR acceptance97/99 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/15 approved changesets -- score normalized to 0
Inputs used
merged_prs97
open_issues0
closed_issues6
prs_merged_7d21
prs_decided_7d21
prs_merged_30d60
prs_decided_30d60
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
4.3/25Owner reach3 followers of pdbethke
18.6/25Track record7 public repos, account ~15 yr old
Inputs used
followers3
owner_typeUser
is_verified
owner_loginpdbethke
public_repos7
account_age_days5,790
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 6 days ago
20/20Version history8 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/pdbethke/corralai
ecosystemsgo
any_deprecatedno
min_days_since_publish6

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-Tests15 out of 15 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://corralai.dev
0/10Repository description
10/10Topics11 topics
10/10Wiki
Inputs used
topicsagentic, ai-agents, autonomous-agents, code-generation, developer-tools, golang, llm, mcp, multi-agent, ollama, orchestration
has_wikiyes
homepagehttps://corralai.dev
docs_sitehttps://corralai.dev
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

47Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.5/2.5CI-Tests15 out of 15 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 0/15 approved changesets -- score normalized to 0
1.5/2.5Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
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
0/7.5Maintainedproject was created within the last 90 days. Please review its contents carefully
0/5Packagingno data
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTSAST tool is not run on all commits -- score normalized to 0
2/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.6
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.
How it's scored
26.6/35Direct dependencies free of known advisories1 affected: golang.org/x/crypto v0.53.0 (unknown)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
40/40No advisories left outstandingno advisory has been public longer than 90 days
Inputs used
sourceosv
advisories3
affected_packages3
assessed_packages639
unassessed_packages0
affected_by_severityhigh 1, unknown 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 639 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.

78Good · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md
15/15Machine-readable docs (llms.txt)llms.txt present
40/40Legible commit history100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_url
legible_history_share1
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes9,831
How it's scored
18/18One-command bootstrapMakefile, deploy/demo/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checkingsite/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice54 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
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, deploy/demo/Makefile
has_devcontainerno
has_linter_configno
typecheck_configssite/tsconfig.json
agent_commit_share0.54
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeGo (statically typed)
54/55Manageable file sizes11/607 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes178,583
source_files_sampled607
oversized_source_files11
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

1GitHub stars
2contributors
1,118commits, last 12 months
5days since last push
1releases
1bus factor
0open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

OpenSSF Scorecard 3.6 / 10
3.6aggregate

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 · 2026-08-11 11:58 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests15 out of 15 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 0/15 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 23
RegistryPackageVersion constraintManifest
Gofilippo.io/agev1.3.1go.mod
Gogithub.com/coreos/go-oidc/v3v3.19.0go.mod
Gogithub.com/go-jose/go-jose/v4v4.1.4go.mod
Gogithub.com/go-openapi/strfmtv0.26.4go.mod
Gogithub.com/go-rod/rodv0.116.2go.mod
Gogithub.com/ledongthuc/pdfv0.0.0-20250511090121-5959a4027728go.mod
Gogithub.com/lib/pqv1.12.3go.mod
Gogithub.com/marcboeker/go-duckdb/v2v2.4.3go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Gogithub.com/secure-systems-lab/go-securesystemslibv0.11.0go.mod
Gogithub.com/sigstore/rekorv1.5.3go.mod
Gogithub.com/sigstore/sigstorev1.10.8go.mod
Gogithub.com/sigstore/sigstore-gov1.2.2go.mod
Gogithub.com/smacker/go-tree-sitterv0.0.0-20240827094217-dd81d9e9be82go.mod
Gogithub.com/zalando/go-keyringv0.2.8go.mod
Gogolang.org/x/cryptov0.53.0go.mod
Gogolang.org/x/netv0.56.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.53.0go.mod
npm@astrojs/starlight0.41.3site/package.json
npm@duckdb/duckdb-wasm^1.33.1-dev57.0site/package.json
npmastro7.1.0site/package.json
All dependencies 639

Full resolved dependency set from the GitHub dependency graph: 23 direct and 616 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gofilippo.io/agev1.3.1direct
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Gogithub.com/go-jose/go-jose/v4v4.1.4direct
Gogithub.com/go-openapi/strfmtv0.26.4direct
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Gogithub.com/marcboeker/go-duckdb/v2v2.4.3direct
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1direct
Gogithub.com/secure-systems-lab/go-securesystemslibv0.11.0direct
Gogithub.com/sigstore/rekorv1.5.3direct
Gogithub.com/sigstore/sigstorev1.10.8direct
Gogithub.com/sigstore/sigstore-gov1.2.2direct
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Gogolang.org/x/timev0.15.0direct
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Gomodernc.org/sqlitev1.53.0direct
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npm@duckdb/duckdb-wasm1.33.1-dev57.0direct
npmastro7.1.0direct
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Gogithub.com/godbus/dbus/v5v5.2.2indirect
Gogithub.com/google/flatbuffersv25.2.10+incompatibleindirect
Gogithub.com/google/go-containerregistryv0.21.7indirect
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Gogithub.com/in-toto/in-toto-golangv0.11.0indirect
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Gogithub.com/klauspost/cpuid/v2v2.3.0indirect
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Gogithub.com/marcboeker/go-duckdb/mappingv0.0.21indirect
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Gogithub.com/ysmood/leaklessv0.9.0indirect
Gogithub.com/zeebo/xxh3v1.0.2indirect
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Gogo.opentelemetry.io/otelv1.44.0indirect
Gogo.opentelemetry.io/otel/metricv1.44.0indirect
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Gogoogle.golang.org/grpcv1.82.1indirect
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Gomodernc.org/mathutilv1.7.1indirect
Gomodernc.org/memoryv1.11.0indirect
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npm@astrojs/compiler-binding-darwin-arm640.3.2indirect
npm@astrojs/compiler-binding-darwin-x640.3.2indirect
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npmzwitch2.0.4indirect
Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 639 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
js-yaml4.3.0indirecthigh14.3.1
golang.org/x/cryptov0.53.0directunknown1
github.com/klauspost/compressv1.18.6indirectunknown11.18.7

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.

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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 v0.31.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.