Public recordCritical
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 18:25 UTC
pyanodon / pyfusionenergy
Py Fusion Energy Mod.
pyanodon/pyfusionenergy holds a health index of 24 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (65/100) and lowest on AI Readiness (7/100). It was last updated 11 days ago. 2 contributors account for most of its recent work.
24
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.
24
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.
High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
pyanodonOrganization
82 followers15 public repossince Sep 2016
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?
61
Development activity
65Moderate
How it's scored
| 28.8/36 | Push recency — last push 11 days ago |
| 11.8/36 | Commit cadence — 17/52 weeks with commits |
| 14.3/18 | Commit volume — 38 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 38 |
| human_commit_share | — |
| days_since_last_push | 11 |
| active_weeks_last_year | 17 |
Release discipline
54Moderate
How it's scored
| 27/27 | Ships releases — 13 releases published |
| 0/36 | Release recency — latest release 2,777 days ago |
| 27/27 | Release cadence — a release every ~39.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 13 |
| latest_release_tag | v1.0.9 |
| releases_from_tags | no |
| days_since_latest_release | 2,777 |
| mean_days_between_releases | 39.5 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
37
Popularity & adoption
31At risk
How it's scored
| 19.1/60 | Stars — 16 stars |
| 12.2/25 | Forks — 30 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 30 |
| stars | 16 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
44At risk
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 0/18 | 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 | no |
| 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?
65
Maintainer resilience (bus factor)
56Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 14.5/22.5 | Commit distribution — top contributor authored 36% of commits |
| 13.5/13.5 | Contributor breadth — 25 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 25 |
| top_contributor_share | 0.357 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 36.9/38.3 | PR acceptance — 79/82 decided PRs merged |
| 3/15 | OpenSSF Scorecard: Code-Review — Found 6/25 approved changesets -- score normalized to 2 |
Inputs used
| merged_prs | 79 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 3 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
65Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 13.8/25 | Owner reach — 82 followers of pyanodon |
| 20.8/25 | Track record — 15 public repos, account ~9 yr old |
Inputs used
| followers | 82 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pyanodon |
| public_repos | 15 |
| account_age_days | 3,589 |
Engineering Quality
Are baseline engineering and documentation practices in place?
45
Engineering practices
42At risk
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 16 out of 17 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | no |
| 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 |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| 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?
20
Security posture
20Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
1 top contributor profilesRussiaSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 16 out of 17 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 |
| 1.5/7.5 | Code-Review — Found 6/25 approved changesets -- score normalized to 2 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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 — Project has not signed or included provenance with any releases. |
| 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 | 4.2 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 20 |
| security_posture_before_jurisdiction | 41 |
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
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.
7
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 0/18 | One-command bootstrap |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
1Critical
How it's scored
| 0/45 | Type-checkable code — Lua without a type-check config |
| 0/55 | Manageable file sizes — no source files detected |
Inputs used
| primary_language | Lua |
| largest_source_bytes | — |
| source_files_sampled | 0 |
| oversized_source_files | 0 |
Excluded from scoring (no data or not applicable): Manageable file sizes. Remaining weights renormalized.
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — recipes |
Inputs used
| example_dirs | recipes |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
16GitHub stars
25contributors
38commits, last 12 months
11days since last push
13releases
2bus factor
0open issues
—package ecosystems
More detail
OpenSSF Scorecard 4.2 / 10
4.2aggregate
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 16 out of 17 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 |
| 2 | Code-Review | Found 6/25 approved changesets -- score normalized to 2 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 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.
| Registry | Package | Version | Relation |
|---|
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies to assess
Raw JSON report machine-readable
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]
},
{
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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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"inputs": {
"cap": null,
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],
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{
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"metrics": [
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{
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"points": 12.2,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 30
}
}
],
"max_points": 25
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{
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]
},
{
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"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
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"has_pull_request_template": false
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"components": [
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"status": "met",
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{
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"status": "partial",
"details": [
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"code": "license_custom",
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],
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{
"key": "contributing_guide",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
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{
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"status": "missed",
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],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 65,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
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{
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}
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{
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{
"key": "openssf_scorecard_contributors",
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"points": 3,
"status": "partial",
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"max_points": 10
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]
},
{
"key": "responsiveness",
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"notes": [
{
"code": "excluded_no_data",
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}
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{
"code": "weights_renormalized",
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"value": 75,
"inputs": {
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"issue_closed_ratio": null,
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"components": [
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"points": 0,
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"details": [
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"code": "no_issues_or_data",
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],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"decided": 82
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}
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"max_points": 38.25
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{
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"name": "OpenSSF Scorecard: Code-Review",
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"status": "partial",
"details": [],
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]
},
{
"key": "stewardship",
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"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 65,
"inputs": {
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"components": [
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}
],
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
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{
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"status": "partial",
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"code": "public_repos",
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{
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}
],
"max_points": 25
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]
}
],
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},
{
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"name": "Engineering Quality",
"value": 45,
"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"details": [
{
"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
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"points": 0,
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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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{
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]
},
{
"key": "documentation",
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"name": "Documentation",
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"notes": [],
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"inputs": {
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"homepage": null,
"has_readme": true,
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"components": [
{
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"name": "README",
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{
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{
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{
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
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"details": [],
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]
}
],
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{
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"weight": 0.16,
"metrics": [
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"code": "excluded_no_data",
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{
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{
"code": "jurisdiction_posture_adjustment",
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"pct": 50
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}
],
"value": 20,
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"scorecard_version": "v5.5.0",
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"components": [
{
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{
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{
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"points": 0,
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{
"key": "code_review",
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{
"key": "contributors",
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"status": "partial",
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{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
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{
"key": "maintained",
"name": "Maintained",
"detail": "13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 50,
"inputs": {
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"red_flag": true,
"exposures": [
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"role": "top_contributor",
"count": 1,
"country": "Russia"
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],
"policy_countries": [
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 2
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
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"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
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}
],
"max_points": 100
}
]
}
],
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},
{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 7,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 1,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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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."
}
],
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},
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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 v1.13.0, schema v0.16.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.