Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-17 12:32 UTC

pdbethke / corralai

An auditing engine for code you did not write. certify plants faults and runs YOUR suite against each one; review hands the code to a cold agent that must prove every claim with a script corral runs. Each verdict is a signed, hash-linked entry on a git branch any DuckDB queries straight off GitHub.

GoCustom license★ 2 stars⑂ 0 forkssince Jul 2026View on GitHub ↗
KindApplicationhow this is determined

pdbethke/corralai holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (81/100) and lowest on Community & Adoption (30/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

63
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.

63
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 59 is calibrated to 63 on the published index scale (record calibration 2026-08-02).

Ownership

Peter D BethkePersonal account
5 followers17 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/corralaiv0.8.3-3915 days ago

Metrics by category

Vitality

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

77Good · 21% of overall
How it's scored
36/36Push recency — last push 1 days ago
7.6/36Commit cadence — 11/52 weeks with commits
18/18Commit volume — 1,482 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year1,482
human_commit_share1
days_since_last_push1
active_weeks_last_year11

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 24 releases published
36/36Release recency — latest release 8 days ago
27/27Release cadence — a release every ~0.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count24
latest_release_tagv1.0.0-rc.13
releases_from_tagsno
days_since_latest_release8
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?

30At Risk · 17% of overall
How it's scored
0/60Stars — 2 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license 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?

52Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.1/22.5Commit distribution — top contributor authored 100% of commits
2.7/13.5Contributor breadth — 2 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.995
How it's scored
23.6/42Issue resolution — 56% of issues closed
29.7/30PR acceptance — 323/326 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs323
open_issues7
closed_issues9
prs_merged_7d12
prs_decided_7d12
prs_merged_30d59
prs_decided_30d60
issue_closed_ratio0.562
closed_unmerged_prs3
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
5.6/25Owner reach — 5 followers of pdbethke
21.1/25Track record — 17 public repos, account ~15 yr old
Inputs used
followers5
owner_typeUser
is_verified—
owner_loginpdbethke
public_repos17
account_age_days5,827
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 — 39 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/pdbethke/corralai
ecosystemsgo
any_deprecatedno
min_days_since_publish15

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows — 8 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 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

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://corralai.dev
10/10Repository description
10/10Topics — 19 topics
10/10Wiki
Inputs used
topicsai-agents, developer-tools, golang, llm, mcp, ollama, ci, code-quality, continuous-integration, github-actions, mutation-testing, test-automation, test-quality, testing, auditing, code-review, duckdb, motherduck, sigstore
has_wikiyes
homepagehttps://corralai.dev
docs_sitehttps://corralai.dev
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-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.5
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 advisories — 1 affected: golang.org/x/crypto v0.55.0 (unknown)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories7
affected_packages4
assessed_packages653
unassessed_packages0
affected_by_severityhigh 1, unknown 3
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 653 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.

79Good · 4% of overall
How it's scored
45/45Agent instructions — AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt present
40/40Legible commit history — 100 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_bytes18,435
How it's scored
18/18One-command bootstrap — Makefile, deploy/demo/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — site/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 100 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
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_share1
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
54.2/55Manageable file sizes — 14/922 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes284,106
source_files_sampled922
oversized_source_files14
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

2GitHub stars
2contributors
1,482commits, last 12 months
1days since last push
24releases
1bus factor
7open issues
Go, npmpackage ecosystems

Data collection warnings

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

More detail

OpenSSF Scorecard 3.5 / 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 · 2026-09-17 12:31 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-Tests30 out of 30 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
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
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
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
3Vulnerabilities7 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/cryptov0.55.0go.mod
Gogolang.org/x/netv0.58.0go.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
npmastro7.3.2site/package.json
All dependencies 653

Full resolved dependency set from the GitHub dependency graph: 23 direct and 630 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmundici-types7.18.2indirect
npmunified11.0.5indirect
npmunifont0.7.5indirect
npmunist-util-find-after5.0.0indirect
npmunist-util-is6.0.1indirect
npmunist-util-modify-children4.0.0indirect
npmunist-util-position5.0.0indirect
npmunist-util-position-from-estree2.0.0indirect
npmunist-util-remove-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-children3.0.0indirect
npmunist-util-visit-parents6.0.2indirect
npmunstorage1.17.5indirect
npmurl-extras0.1.0indirect
npmutil-deprecate1.0.2indirect
npmvfile6.0.3indirect
npmvfile-location5.0.3indirect
npmvfile-message4.0.3indirect
npmvite8.1.3indirect
npmvitefu1.1.3indirect
npmweb-namespaces2.0.1indirect
npmwordwrapjs5.1.1indirect
npmxxhash-wasm1.1.0indirect
npmyargs-parser22.0.0indirect
npmyocto-queue1.2.2indirect
npmzod4.5.4indirect
npmzwitch2.0.4indirect
Dependency advisories 4

This repository publishes no package the index resolves, so its own dependency graph was assessed — 653 packages, which also include development and test pins that never ship: 4 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
smol-toml1.7.0indirecthigh11.7.1
golang.org/x/cryptov0.55.0directunknown30.56.0
github.com/klauspost/compressv1.18.6indirectunknown11.18.7
golang.org/x/modv0.38.0indirectunknown21.27.0-rc.3

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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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.