Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-10 11:27 UTC

mattybellx / Guardmarly

Find authorization bugs before attackers do. Free SAST — IDOR detection, 100% CVE recall, 0% false positives. 5 languages. Fully offline.

PythonCustom license★ 14 stars⑂ 0 forkssince Apr 2026View on GitHub ↗
KindLibraryCommand-line toolhow this is determined
#sast#security#devsecops#javascript#python#authorization#code-review#cwe#idor#offline#owasp#security-scanner#static-analysis#csharp#go#java#access-control#javascript-security#offline-first#python-security

mattybellx/Guardmarly holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Vitality (79/100) and lowest on Community & Adoption (40/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

59
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.

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

Ownership

mattybellxPersonal account
4 followers11 public repossince Jun 2025

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 publishTags
PyPIguardmarly6.6.039352 days agoaccess-controlair-gappedauthenticationauthorizationclicode-reviewcwedevsecopsidorinjectionjavascriptlinterofflineowasppythonsarifsastsecuritystatic-analysisvulnerability

Metrics by category

Vitality

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

79Good · 21% of overall

Development activity

72Good
How it's scored
36/36Push recency — last push 2 days ago
7.6/36Commit cadence — 11/52 weeks with commits
18/18Commit volume — 389 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year389
human_commit_share1
days_since_last_push2
active_weeks_last_year11

Release discipline

90Excellent
How it's scored
27/27Ships releases — 26 releases published
36/36Release recency — latest release 52 days ago
27/27Release cadence — a release every ~2.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count26
latest_release_tagv6.6.0
releases_from_tagsno
days_since_latest_release52
mean_days_between_releases2.6

Community & Adoption

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

40Weak · 17% of overall

Popularity & adoption

20At Risk
How it's scored
18.1/60Stars — 14 stars
0/25Forks — 0 forks
1.7/15Watchers — 3 watchers
Inputs used
forks0
stars14
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

71Good
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
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

27At Risk
How it's scored
21.4/80Monthly downloads — 39 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesguardmarly
dependents—
ecosystemspypi
total_downloads—
monthly_downloads39
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

46Weak · 23% of overall

Maintainer resilience (bus factor)

16Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4/22.5Commit distribution — top contributor authored 82% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.822

Issue & PR responsiveness

59Moderate
How it's scored
0/42Issue resolution — no issues or no data
26.7/30PR acceptance — 8/9 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_prs8
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs1
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

32At Risk
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
5/25Owner reach — 4 followers of mattybellx
10.4/25Track record — 11 public repos, account ~1 yr old
Inputs used
followers4
owner_typeUser
is_verified—
owner_loginmattybellx
public_repos11
account_age_days459
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

92Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 52 days ago
12/20Version history — 3 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesguardmarly
ecosystemspypi
any_deprecatedno
min_days_since_publish52

Engineering Quality

Are baseline engineering and documentation practices in place?

67Good · 19% of overall

Engineering practices

68Good
How it's scored
24/24CI workflows — 10 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
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://guardmarly.onrender.com/
10/10Repository description
10/10Topics — 20 topics
0/10Wiki
Inputs used
topicssast, security, devsecops, javascript, python, authorization, code-review, cwe, idor, offline, owasp, security-scanner, static-analysis, csharp, go, java, access-control, javascript-security, offline-first, python-security
has_wikino
homepagehttps://guardmarly.onrender.com/
docs_sitehttps://guardmarly.onrender.com/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

42Weak · 16% of overall

Security posture

27At Risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
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
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — 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
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate2.7
Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages4
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:guardmarly@6.6.0 runtime dependency closure — what installing the published package pulls in — 4 packages. 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.

70Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 90 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.9
agent_instruction_files.github/copilot-instructions.md, AGENTS.md
agent_instruction_max_bytes7,285

Verify loop (build / test / typecheck)

56Moderate
How it's scored
12.6/18One-command bootstrap — guardmarly_rust_core/Cargo.toml (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — src/guardmarly/py.typed, vscode-extension/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
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_testsyes
lockfilesCargo.lock, package-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configssrc/guardmarly/py.typed, vscode-extension/tsconfig.json
agent_commit_share0
toolchain_manifestsguardmarly_rust_core/Cargo.toml
dependency_bot_commit_share0

Code legibility for models

80Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (src/guardmarly/py.typed, vscode-extension/tsconfig.json)
53.4/55Manageable file sizes — 8/280 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes418,103
source_files_sampled280
oversized_source_files8

Key facts

14GitHub stars
2contributors
389commits, last 12 months
2days since last push
26releases
1bus factor
0open issues
crates.io, npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'guardmarly' from its registry
  • Could not fetch crates package 'guardmarly_rust_core' from its registry
  • Could not fetch pypi package 'guardmarly_rust_core' from its registry

More detail

OpenSSF Scorecard 2.7 / 10
2.7aggregate

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 · 2026-09-10 11:27 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
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
0Dangerous-Workflowdangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities20 existing vulnerabilities detected
Direct dependencies 18
RegistryPackageVersion constraintManifest
crates.iopyo30.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter0.25guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-python0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-javascript0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-java0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-go0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-c-sharp0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-php0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-ruby0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-rust0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-bash0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-c0.23guardmarly_rust_core/Cargo.toml
crates.iotree-sitter-cpp0.23guardmarly_rust_core/Cargo.toml
crates.ioserde1guardmarly_rust_core/Cargo.toml
crates.ioserde_json1guardmarly_rust_core/Cargo.toml
crates.ioregex1guardmarly_rust_core/Cargo.toml
crates.ioonce_cell1guardmarly_rust_core/Cargo.toml
PyPIrich>=13.0.0pyproject.toml
All dependencies 347

Full resolved dependency set from the GitHub dependency graph: 12 direct and 335 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioonce_cell1.21.4direct
crates.iopyo30.23.5direct
crates.ioregex1.12.3direct
crates.ioserde1.0.228direct
crates.ioserde_json1.0.150direct
crates.iotree-sitter0.25.10direct
crates.iotree-sitter-c-sharp0.23.5direct
crates.iotree-sitter-go0.23.4direct
crates.iotree-sitter-java0.23.5direct
crates.iotree-sitter-javascript0.23.1direct
crates.iotree-sitter-python0.23.6direct
PyPIrich—direct
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crates.iocfg-if1.0.4indirect
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crates.iopyo3-build-config0.23.5indirect
crates.iopyo3-ffi0.23.5indirect
crates.iopyo3-macros0.23.5indirect
crates.iopyo3-macros-backend0.23.5indirect
crates.ioquote1.0.45indirect
crates.ioregex-automata0.4.14indirect
crates.ioregex-syntax0.8.10indirect
crates.iorustversion1.0.22indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioshlex1.3.0indirect
crates.iostreaming-iterator0.1.9indirect
crates.iosyn2.0.117indirect
crates.iotarget-lexicon0.12.16indirect
crates.iotree-sitter-language0.1.7indirect
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crates.iozmij1.0.21indirect
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npm@azu/style-format1.0.1indirect
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npm@azure/core-auth1.11.0indirect
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npm@azure/core-tracing1.4.0indirect
npm@azure/core-util1.14.0indirect
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npmlodash.truncate4.4.2indirect
npmlru-cache10.4.3indirect
npmlru-cache11.5.2indirect
npmlru-cache6.0.0indirect
npmmarkdown-it14.3.0indirect
npmmath-intrinsics1.1.0indirect
npmmdurl2.0.0indirect
npmmerge21.4.1indirect
npmmicromatch4.0.8indirect
npmmime1.6.0indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmmimic-response3.1.0indirect
npmminimatch10.2.5indirect
npmminimist1.2.8indirect
npmminipass7.1.3indirect
npmmkdirp-classic0.5.3indirect
npmms2.1.3indirect
npmmute-stream0.0.8indirect
npmnapi-build-utils2.0.0indirect
npmnode-abi3.94.0indirect
npmnode-addon-api4.3.0indirect
npmnode-sarif-builder3.4.0indirect
npmnormalize-package-data6.0.2indirect
npmnth-check2.1.1indirect
npmobject-inspect1.13.4indirect
npmonce1.4.0indirect
npmopen10.2.0indirect
npmp-map7.0.5indirect
npmparse-json8.3.0indirect
npmparse-semver1.1.1indirect
npmparse57.3.0indirect
npmparse5-htmlparser2-tree-adapter7.1.0indirect
npmparse5-parser-stream7.1.2indirect
npmpath-scurry2.0.2indirect
npmpath-type6.0.0indirect
npmpend1.2.0indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpluralize2.0.0indirect
npmpluralize8.0.0indirect
npmprebuild-install7.1.3indirect
npmpump3.0.4indirect
npmpunycode.js2.3.1indirect
npmqs6.15.3indirect
npmqueue-microtask1.2.3indirect
npmrc1.2.8indirect
npmrc-config-loader4.1.4indirect
npmread1.0.7indirect
npmread-pkg9.0.1indirect
npmreadable-stream3.6.2indirect
npmrequire-from-string2.0.2indirect
npmreusify1.1.0indirect
npmrun-applescript7.1.0indirect
npmrun-parallel1.2.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsax1.6.0indirect
npmsecretlint10.2.2indirect
npmsemver5.7.2indirect
npmsemver7.8.5indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsimple-concat1.0.1indirect
npmsimple-get4.0.1indirect
npmslash5.1.0indirect
npmslice-ansi4.0.0indirect
npmspdx-correct3.2.0indirect
npmspdx-exceptions2.5.0indirect
npmspdx-expression-parse3.0.1indirect
npmspdx-license-ids3.0.23indirect
npmstring-width4.2.3indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.2.0indirect
npmstrip-json-comments2.0.1indirect
npmstructured-source4.0.0indirect
npmsupports-color7.2.0indirect
npmsupports-hyperlinks3.2.0indirect
npmtable6.9.0indirect
npmtar-fs2.1.5indirect
npmtar-stream2.2.0indirect
npmterminal-link4.0.0indirect
npmtext-table0.2.0indirect
npmtextextensions6.11.0indirect
npmtmp0.2.7indirect
npmto-regex-range5.0.1indirect
npmtslib2.8.1indirect
npmtunnel0.0.6indirect
npmtunnel-agent0.6.0indirect
npmtype-fest4.41.0indirect
npmtyped-rest-client1.8.11indirect
npmtypescript5.9.3indirect
npmuc.micro2.1.0indirect
npmunderscore1.13.8indirect
npmundici7.28.0indirect
npmundici-types8.3.0indirect
npmunicorn-magic0.1.0indirect
npmunicorn-magic0.3.0indirect
npmuniversalify2.0.1indirect
npmurl-join4.0.1indirect
npmutil-deprecate1.0.2indirect
npmvalidate-npm-package-license3.0.4indirect
npmversion-range4.15.0indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwrappy1.0.2indirect
npmwsl-utils0.1.0indirect
npmxml2js0.5.0indirect
npmxmlbuilder11.0.1indirect
npmyallist4.0.0indirect
npmyauzl3.4.0indirect
npmyazl2.5.1indirect
PyPIflask—indirect
PyPIgunicorn—indirect
PyPIjsonschema—indirect
PyPImaturin—indirect
PyPImypy—indirect
PyPInetworkx—indirect
PyPIpytest—indirect
PyPIpytest-cov—indirect
PyPIruff—indirect
PyPItree-sitter—indirect
PyPItree-sitter-java—indirect
Dependency advisories 0

Installing pypi:guardmarly@6.6.0 pulls in 4 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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 v0.34.0 — full methodology · metrics wiki.

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