Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 16:21 UTC

checkmarble / marble

Marble - the real time decision engine for fraud and AML

HTMLCustom license★ 569 stars⑂ 86 forkssince Jan 2024View on GitHub ↗

checkmarble/marble holds a health index of 69 out of 100, placing it in the Moderate band. It scores highest on Vitality (89/100) and lowest on AI Readiness (16/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

69
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

69
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

MarbleOrganization
30 followers6 public repossince Mar 2023

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

Metrics by category

Vitality

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

89Excellent · 22% of overall
How it's scored
36/36Push recency — last push 5 days ago
21.5/36Commit cadence — 31/52 weeks with commits
16.6/18Commit volume — 69 commits in the last year
7/10OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
Inputs used
commits_last_year69
human_commit_share1
days_since_last_push5
active_weeks_last_year31

Release discipline

100Excellent
How it's scored
27/27Ships releases — 81 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~14.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count81
latest_release_tagv1.5.0
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases14.6
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?

75Good · 18% of overall
How it's scored
44.7/60Stars — 569 stars
16.1/25Forks — 86 forks
5.3/15Watchers — 10 watchers
Inputs used
forks86
stars569
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

86Excellent
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

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

59Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7.5/22.5Commit distribution — top contributor authored 67% of commits
13.5/13.5Contributor breadth — 10 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled10
top_contributor_share0.667
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
35.9/38.3PR acceptance — 140/149 decided PRs merged
13.5/15OpenSSF Scorecard: Code-Review — Found 19/20 approved changesets -- score normalized to 9
Inputs used
merged_prs140
open_issues0
closed_issues25
issue_closed_ratio1
closed_unmerged_prs9
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
10.7/25Owner reach — 30 followers of checkmarble
12.8/25Track record — 6 public repos, account ~3 yr old
Inputs used
followers30
owner_typeOrganization
is_verified
owner_logincheckmarble
public_repos6
account_age_days1,222

Engineering Quality

Are baseline engineering and documentation practices in place?

56Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://www.checkmarble.com
10/10Repository description
10/10Topics — 16 topics
10/10Wiki
Inputs used
topicsaml, case-management, compliance-automation, detection-rules, financial-services, fraud-detection, nocode, realtime, risk, rule-based, rule-engine, compliance, fraud, self-hosted, money-laundering, sanctions
has_wikiyes
homepagehttps://www.checkmarble.com
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

69Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 20 out of 20 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
6.8/7.5Code-Review — Found 19/20 approved changesets -- score normalized to 9
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
5.2/7.5Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.9
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

16Critical · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
2.1/40Legible commit history — 4 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.04
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environment — Dockerfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsno
lockfiles
has_dockerfileyes
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — HTML without a type-check config
55/55Manageable file sizes — 0/1 source files over 60KB
Inputs used
primary_languageHTML
largest_source_bytes4,046
source_files_sampled1
oversized_source_files0

Key facts

569GitHub stars
10contributors
69commits, last 12 months
5days since last push
81releases
1bus factor
0open issues
package ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 86 ⇿
0Stars
86Forks
81Releases

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.

0204060801008622024-012025-042026-07
Major 1Minor 45Patch 12

Each point covers 3 days.

OpenSSF Scorecard 6.9 / 10
6.9aggregate

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 · 2026-07-27 16:20 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 19/20 approved changesets -- score normalized to 9
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
7Maintained9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 0

Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies to assess

Raw JSON report machine-readable
{
  "data": {
    "repo": {
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              "has_contributing": true,
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              {
                "key": "license",
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                "detail": "license file present, not a recognized license",
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                "key": "issue_template",
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                "key": "pr_template",
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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            "key": "maintainer_resilience",
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                "key": "bus_factor",
                "name": "Bus factor",
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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          {
            "key": "responsiveness",
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              "merged_prs": 140,
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                "key": "issue_resolution",
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                "key": "pr_acceptance",
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                "detail": "140/149 decided PRs merged",
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              {
                "key": "openssf_scorecard_code_review",
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            "key": "stewardship",
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                "key": "ownership_backing",
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                "key": "verified_domain",
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              {
                "key": "owner_reach",
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                "key": "track_record",
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                      "count": 6
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                    "code": "account_age_years",
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                "max_points": 25
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
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              {
                "key": "linter_config",
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
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            "inputs": {
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                "rule-based",
                "rule-engine",
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                "self-hosted",
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                "key": "readme",
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                "key": "documentation_directory",
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              {
                "key": "documentation_homepage_site",
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                "key": "repository_description",
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                "key": "topics",
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                "key": "wiki",
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          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
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            "key": "security_posture",
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            "value": 69,
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "code_review",
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                "key": "contributors",
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                "key": "dangerous_workflow",
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                "points": 10,
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              {
                "key": "dependency_update_tool",
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                "points": 0,
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              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              {
                "key": "license",
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                "key": "maintained",
                "name": "Maintained",
                "detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
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                "key": "packaging",
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                "key": "pinned_dependencies",
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              {
                "key": "sast",
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                "key": "security_policy",
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                "key": "signed_releases",
                "name": "Signed-Releases",
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                "max_points": 7.5
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                "key": "token_permissions",
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
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            ]
          },
          {
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            "notes": [
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                "code": "jurisdiction_evidence_limits",
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            ],
            "value": 100,
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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                "key": "agent_instructions",
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                "key": "machine_readable_docs_llms_txt",
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          },
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                "key": "reproducible_environment",
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                "key": "automated_maintenance",
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                "key": "openssf_scorecard_pinned_dependencies",
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            "components": [
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                "key": "type_checkable_code",
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              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
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                    "code": "oversized_source_files",
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          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T16:21:10.650279Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/checkmarble/marble.svg",
  "full_name": "checkmarble/marble",
  "license_state": "custom",
  "license_spdx": null
}

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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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