Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 06:02 UTC
Graphiant-Inc / graphiant-sdk-python
Python SDK for Graphiant NaaS
Graphiant-Inc/graphiant-sdk-python holds a health index of 67 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (88/100) and lowest on Community & Adoption (43/100). It was last updated today. A single contributor accounts for most of its recent work.
67
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.
67
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
GraphiantOrganization
0 followers3 public repossince Mar 2023
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | graphiant_sdk | 26.7.0 | - | 19 | 0 days ago | openapiopenapi-generatorgraphiant-apis |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
84
Development activity
73Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 12.5/36 | Commit cadence — 18/52 weeks with commits |
| 17/18 | Commit volume — 78 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 78 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 18 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 19 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~24.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 19 |
| latest_release_tag | v26.7.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 24.7 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
43
Popularity & adoption
6Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 5.8/25 | Forks — 6 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 6 |
| stars | 1 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | 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 | yes |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
61
Maintainer resilience (bus factor)
22Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 4.2/22.5 | Commit distribution — top contributor authored 81% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.813 |
Issue & PR responsiveness
95Excellent
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 34.2/38.3 | PR acceptance — 34/38 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 34 |
| open_issues | 0 |
| closed_issues | 4 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 4 |
Ownership & stewardship
41At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 0/25 | Owner reach — 0 followers of Graphiant-Inc |
| 11.2/25 | Track record — 3 public repos, account ~3 yr old |
Inputs used
| followers | 0 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Graphiant-Inc |
| public_repos | 3 |
| account_age_days | 1,244 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 19 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | graphiant_sdk |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
88
Engineering practices
80Good
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .flake8, tox.ini |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://www.graphiant.com |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Inputs used
| topics | backbone, cloud, naas, network, networking, python, sdk, sdwan, restapi |
| has_wiki | yes |
| homepage | https://www.graphiant.com |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
52
Security posture
40At risk
How it's scored
| 30/30 | Security policy (SECURITY.md) |
| 0/25 | Dependabot config |
| 0/25 | Dependency lockfiles — published library — lockfiles are an application concern, not expected |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | poetry.lock |
| manifests | pyproject.toml, requirements.txt, setup.cfg, setup.py |
| has_codeql_workflow | no |
| has_security_policy | yes |
| has_dependabot_config | no |
Excluded from scoring (no data or not applicable): Dependency lockfiles. 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 | 1 |
| affected_packages | 1 |
| assessed_packages | 46 |
| unassessed_packages | 19 |
| affected_by_severity | high 1 |
| 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 46 resolved dependencies against OSV. 19 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.
66
Agent context & guidance
30At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 30.4/40 | Legible commit history — 57 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.57 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
87Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .flake8, tox.ini |
| 11/11 | Static type checking — graphiant_sdk/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 6/10 | Demonstrated agent practice — 3 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | poetry.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | graphiant_sdk/py.typed |
| agent_commit_share | 0.03 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (graphiant_sdk/py.typed) |
| 54.7/55 | Manageable file sizes — 14/3,075 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 6,240,585 |
| source_files_sampled | 3,075 |
| oversized_source_files | 14 |
Key facts
1GitHub stars
5contributors
78commits, last 12 months
0days since last push
19releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:graphiant_sdk@26.7.0; advisories assessed against the repository dependency graph instead
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
More detail
Star and fork history 0 ★ / 6 ⇿
0Stars
6Forks
12Releases
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.
Major 0Minor 0Patch 12
Direct dependencies 9
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | urllib3 | (>=2.1.0,<3.0.0) | pyproject.toml |
| PyPI | python-dateutil | (>=2.8.2) | pyproject.toml |
| PyPI | pydantic | (>=2.11) | pyproject.toml |
| PyPI | typing-extensions | (>=4.7.1) | pyproject.toml |
| PyPI | typer | (>=0.9,<1) | pyproject.toml |
| PyPI | shellingham | (>=1.3.0) | pyproject.toml |
| PyPI | rich | (>=13,<15) | pyproject.toml |
| PyPI | pygments | (>=2.20,<3) | pyproject.toml |
| PyPI | playwright | (>=1.40,<2) | pyproject.toml |
All dependencies 65
Full resolved dependency set from the GitHub dependency graph: 18 direct and 47 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | playwright | — | direct |
| PyPI | playwright | 1.58.0 | direct |
| PyPI | pydantic | — | direct |
| PyPI | pydantic | 2.12.5 | direct |
| PyPI | pygments | — | direct |
| PyPI | pygments | 2.20.0 | direct |
| PyPI | python-dateutil | — | direct |
| PyPI | python-dateutil | 2.9.0.post0 | direct |
| PyPI | rich | — | direct |
| PyPI | rich | 14.3.3 | direct |
| PyPI | shellingham | — | direct |
| PyPI | shellingham | 1.5.4 | direct |
| PyPI | typer | — | direct |
| PyPI | typer | 0.24.1 | direct |
| PyPI | typing-extensions | — | direct |
| PyPI | typing-extensions | 4.15.0 | direct |
| PyPI | urllib3 | — | direct |
| PyPI | urllib3 | 2.7.0 | direct |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | build | — | indirect |
| PyPI | cachetools | 7.0.5 | indirect |
| PyPI | click | — | indirect |
| PyPI | click | 8.3.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.13.5 | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | filelock | 3.25.2 | indirect |
| PyPI | flake8 | — | indirect |
| PyPI | flake8 | 7.3.0 | indirect |
| PyPI | greenlet | 3.3.2 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | librt | 0.8.1 | indirect |
| PyPI | markdown-it-py | 4.0.0 | indirect |
| PyPI | mccabe | 0.7.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mypy | — | indirect |
| PyPI | mypy | 1.19.1 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | packaging | 26.0 | indirect |
| PyPI | pathspec | 1.0.4 | indirect |
| PyPI | platformdirs | 4.9.4 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pycodestyle | 2.14.0 | indirect |
| PyPI | pydantic-core | 2.41.5 | indirect |
| PyPI | pyee | 13.0.1 | indirect |
| PyPI | pyflakes | 3.4.0 | indirect |
| PyPI | pyproject-api | 1.10.0 | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-cov | — | indirect |
| PyPI | pytest-cov | 7.1.0 | indirect |
| PyPI | python-discovery | 1.2.1 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | tomli-w | 1.2.0 | indirect |
| PyPI | tox | — | indirect |
| PyPI | tox | 4.50.3 | indirect |
| PyPI | types-click | — | indirect |
| PyPI | types-python-dateutil | — | indirect |
| PyPI | types-python-dateutil | 2.9.0.20260323 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | virtualenv | 21.2.0 | indirect |
| PyPI | wheel | — | indirect |
Dependency advisories 1
This repository publishes no package the index resolves, so its own dependency graph was assessed — 46 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 19 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| click | 8.3.1 | indirect | high | 1 | 8.3.3 |
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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"tag": "v25.12.1",
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"published_at": "2025-12-17T17:37:09Z"
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"tag": "v25.11.1",
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"published_at": "2025-11-11T21:26:50Z"
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"components": [
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"key": "published_resolvable",
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"points": 25,
"status": "met",
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{
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{
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{
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}
],
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}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 88,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 80,
"inputs": {
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"details": [
{
"code": "ci_workflows",
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{
"key": "tests_present",
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},
{
"key": "linter_config",
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],
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{
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"points": 0,
"status": "missed",
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{
"key": "editorconfig",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"naas",
"network",
"networking",
"python",
"sdk",
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],
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"homepage": "https://www.graphiant.com",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
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"points": 30,
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"details": [],
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},
{
"key": "documentation_directory",
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"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://www.graphiant.com",
"points": 15,
"status": "met",
"details": [],
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},
{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "9 topics",
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"details": [
{
"code": "topics_count",
"params": {
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}
],
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},
{
"key": "wiki",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
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]
}
},
{
"code": "weights_renormalized",
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}
],
"value": 40,
"inputs": {
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],
"manifests": [
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"requirements.txt",
"setup.cfg",
"setup.py"
],
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"has_security_policy": true,
"has_dependabot_config": false
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "dependabot_config",
"name": "Dependabot config",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": "published library — lockfiles are an application concern, not expected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
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"max_points": 20
}
]
},
{
"key": "dependency_advisories",
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"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 46 resolved dependencies against OSV; 19 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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.",
"notes": [
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"code": "excluded_no_data",
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},
{
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"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
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}
},
{
"code": "advisories_unassessed",
"params": {
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}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
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}
],
"value": 100,
"inputs": {
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"affected_packages": 1,
"assessed_packages": 46,
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"affected_by_severity": "high 1",
"direct_affected_packages": 0
},
"components": [
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"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
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"points": 35,
"status": "met",
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],
"max_points": 35
},
{
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"points": 0,
"status": "excluded",
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],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
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"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_no_publication_date",
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}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 46,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
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"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
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"code": "no_malicious_dependencies",
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}
],
"max_points": 100
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]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 66,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 30,
"inputs": {
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"legible_history_share": 0.57,
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"components": [
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{
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{
"key": "legible_commit_history",
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"points": 30.4,
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],
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]
},
{
"key": "ai_verify_loop",
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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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{
"key": "openssf_scorecard_pinned_dependencies",
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},
{
"key": "ai_code_legibility",
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"components": [
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{
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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": [
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"deps.dev does not index pypi:graphiant_sdk@26.7.0; advisories assessed against the repository dependency graph instead",
"OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-28T06:02:44.766090Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/Graphiant-Inc/graphiant-sdk-python.svg",
"full_name": "Graphiant-Inc/graphiant-sdk-python",
"license_state": "standard",
"license_spdx": "MIT"
}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 — PyPI.