Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 09:41 UTC
artefactual-labs / pygfried
pygfried is a CPython extension that brings Siegfried, the Go-based signature file format identification tool, to Python.
artefactual-labs/pygfried holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Vitality (79/100) and lowest on Community & Adoption (42/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
62
overall / 100Software 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.
62
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)
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
Artefactual LabOrganization
29 followers147 public repossince Apr 2015
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/artefactual-labs/pygfried | v0.16.1 | - | 20 | 13 days ago |
| PyPI | pygfried | 0.16.1 | - | 20 | 13 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
79
Development activity
65Moderate
How it's scored
| 36/36 | Push recency — last push 3 days ago |
| 6.9/36 | Commit cadence — 10/52 weeks with commits |
| 12.2/18 | Commit volume — 22 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 22 |
| human_commit_share | 0.889 |
| days_since_last_push | 3 |
| active_weeks_last_year | 10 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 11 releases published |
| 36/36 | Release recency — latest release 13 days ago |
| 27/27 | Release cadence — a release every ~44.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 11 |
| latest_release_tag | v0.16.1 |
| releases_from_tags | no |
| days_since_latest_release | 13 |
| mean_days_between_releases | 44.1 |
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?
42
Popularity & adoption
18Critical
How it's scored
| 12.6/60 | Stars — 7 stars |
| 0/25 | Forks — 1 forks |
| 5/15 | Watchers — 9 watchers |
Inputs used
| forks | 1 |
| stars | 7 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
62
Maintainer resilience (bus factor)
20Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 32.4/38.3 | PR acceptance — 22/26 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 22 |
| open_issues | 0 |
| closed_issues | 7 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 4 |
Ownership & stewardship
66Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 10.6/25 | Owner reach — 29 followers of artefactual-labs |
| 25/25 | Track record — 147 public repos, account ~11 yr old |
Inputs used
| followers | 29 |
| owner_type | Organization |
| is_verified | — |
| owner_login | artefactual-labs |
| public_repos | 147 |
| account_age_days | 4,124 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 2 package(s) on go, pypi |
| 35/35 | Publish recency — latest publish 13 days ago |
| 20/20 | Version history — 20 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/artefactual-labs/pygfried, pygfried |
| ecosystems | go, pypi |
| any_deprecated | no |
| min_days_since_publish | 13 |
Engineering Quality
Are baseline engineering and documentation practices in place?
60
Engineering practices
66Moderate
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 15 out of 16 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 6 topics |
| 0/10 | Wiki |
Inputs used
| topics | code4lib, digital-preservation, format-identification, pronom, siegfried, python |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
66
Security posture
58Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 15 out of 16 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 13 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.8 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 56 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 56 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
53
Agent context & guidance
4Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 4.4/40 | Legible commit history — 4 of 48 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.083 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 12.6/18 | One-command bootstrap — go.mod (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — pygfried/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 54 |
| 8/8 | Automated maintenance — 6 of the last 54 commits are automated dependency updates |
| 8/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, uv.lock |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | pygfried/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0.111 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/8 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 8,371 |
| source_files_sampled | 8 |
| oversized_source_files | 0 |
Key facts
7GitHub stars
1contributors
22commits, last 12 months
3days since last push
11releases
1bus factor
0open issues
Go, PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
OpenSSF Scorecard 5.8 / 10
5.8aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 15 out of 16 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/18 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 13 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 8 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 8 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 3
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/richardlehane/siegfried | v1.11.6 | go.mod |
| Go | golang.org/x/sync | v0.22.0 | go.mod |
| Go | gotest.tools/v3 | v3.5.2 | go.mod |
All dependencies 56
Full resolved dependency set from the GitHub dependency graph: 3 direct and 53 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/richardlehane/siegfried | v1.11.6 | direct |
| Go | golang.org/x/sync | v0.22.0 | direct |
| Go | gotest.tools/v3 | v3.5.2 | direct |
| Go | github.com/google/go-cmp | v0.7.0 | indirect |
| Go | github.com/richardlehane/characterize | v1.0.0 | indirect |
| Go | github.com/richardlehane/match | v1.0.5 | indirect |
| Go | github.com/richardlehane/mscfb | v1.0.7 | indirect |
| Go | github.com/richardlehane/msoleps | v1.0.6 | indirect |
| Go | github.com/richardlehane/xmldetect | v1.0.2 | indirect |
| Go | github.com/ross-spencer/spargo | v0.4.1 | indirect |
| Go | github.com/ross-spencer/wikiprov | v1.0.0 | indirect |
| Go | golang.org/x/image | v0.44.0 | indirect |
| Go | golang.org/x/sys | v0.47.0 | indirect |
| Go | golang.org/x/text | v0.40.0 | indirect |
| PyPI | backports-tarfile | 1.2.0 | indirect |
| PyPI | build | 1.5.1 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.1.0 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.15.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | docutils | 0.23 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | id | 1.6.1 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | importlib-metadata | 9.0.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | jaraco-classes | 3.4.0 | indirect |
| PyPI | jaraco-context | 6.1.2 | indirect |
| PyPI | jaraco-functools | 4.5.0 | indirect |
| PyPI | jeepney | 0.9.0 | indirect |
| PyPI | keyring | 25.7.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | more-itertools | 11.1.0 | indirect |
| PyPI | nh3 | 0.3.6 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyproject-hooks | 1.2.0 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | readme-renderer | 45.0 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | requests-toolbelt | 1.0.0 | indirect |
| PyPI | rfc3986 | 2.0.0 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | ruff | 0.15.21 | indirect |
| PyPI | secretstorage | 3.5.0 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | twine | 6.2.0 | indirect |
| PyPI | typing-extensions | 4.16.0 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | zipp | 4.1.0 | indirect |
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 56 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.
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.
Raw JSON report machine-readable
{
"data": {
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"pronom",
"siegfried",
"python"
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},
"activity": {
"releases": [
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"kind": "patch",
"published_at": "2026-07-12T10:07:09Z"
},
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2026-07-12T07:20:55Z"
},
{
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"kind": "patch",
"published_at": "2026-06-19T09:55:08Z"
},
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2026-06-18T16:54:14Z"
},
{
"tag": "v0.14.1",
"kind": "patch",
"published_at": "2026-04-13T16:30:25Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2026-04-08T09:24:00Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-04-08T07:31:58Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2025-06-11T16:27:32Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2025-06-10T11:11:30Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2025-06-10T09:20:29Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2025-06-10T05:31:40Z"
}
],
"recent_commits": [
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"headline": "Update dependencies",
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{
"oid": "cb3b95c354710e372c90fc33f46e1dc50ed6b8b8",
"body": "Bumps the github-actions group with 3 updates: [actions/checkout](https://github.com/actions/checkout), [actions/setup-python](https://github.com/actions/setup-python) and [actions/setup-go](https://github.com/actions/setup-go).\n\n\nUpdates `actions/checkout` from 6.0.3 to 7.0.0\n- [Release notes](http\n[…]\n\n dependency-version: 6.5.0\n dependency-type: direct:production\n update-type: version-update:semver-minor\n dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump the github-actions group with 3 updates",
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"body": "This improves wall time on large batches by reducing filesystem metadata work.\nA 150k image benchmark showed rougly 3-14% faster runs across eeh measure worker\ncounts.",
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"headline": "Reuse file handles for scan metadata",
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"headline": "Update docs",
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{
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{
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{
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{
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"points": 20,
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{
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],
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},
{
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"weight": 0.2,
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{
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{
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{
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{
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{
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]
},
{
"key": "documentation",
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"notes": [],
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"inputs": {
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{
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{
"key": "documentation_homepage_site",
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"status": "missed",
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{
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{
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]
}
],
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{
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{
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"components": [
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{
"key": "branch_protection",
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{
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{
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{
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{
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"points": 2.5,
"status": "met",
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{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
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{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
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{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
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{
"key": "maintained",
"name": "Maintained",
"detail": "13 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
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{
"key": "packaging",
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"points": 5,
"status": "met",
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{
"key": "pinned_dependencies",
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"points": 4,
"status": "partial",
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{
"key": "sast",
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"status": "missed",
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{
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"detail": "security policy file not detected",
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"status": "missed",
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{
"key": "signed_releases",
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"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 7.5
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
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"status": "met",
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"max_points": 7.5
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]
},
{
"key": "dependency_advisories",
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{
"code": "advisories_scope_repository",
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},
{
"code": "advisories_repo_graph_caveat",
"params": {}
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{
"code": "advisories_reachability",
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],
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"inputs": {
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"components": [
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],
"max_points": 35
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{
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{
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]
},
{
"key": "malicious_dependencies",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"components": [
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],
"max_points": 100
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]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"components": [
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],
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]
}
],
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},
{
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{
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]
},
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{
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{
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{
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"details": [
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],
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{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 54",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 54
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "6 of the last 54 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 6,
"sampled": 54
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 8,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 8371,
"source_files_sampled": 8,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/8 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 8,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"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": "2026-07-26T09:41:16.982859Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/artefactual-labs/pygfried.svg",
"full_name": "artefactual-labs/pygfried",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 — Go, PyPI.