Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 03:32 UTC
r-lib / pak
A fresh approach to package installation
r-lib/pak holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Vitality (85/100) and lowest on Security (39/100). It was last updated today. 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
R infrastructureOrganization
747 followers165 public repossince Oct 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?
85
Development activity
81Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 16.6/36 | Commit cadence — 24/52 weeks with commits |
| 18/18 | Commit volume — 200 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 200 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 24 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 23 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 19.8/27 | Release cadence — a release every ~48.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 23 |
| latest_release_tag | v0.11.0 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 48.1 |
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?
55
Popularity & adoption
69Moderate
How it's scored
| 47.2/60 | Stars — 814 stars |
| 16/25 | Forks — 85 forks |
| 5.6/15 | Watchers — 11 watchers |
Inputs used
| forks | 85 |
| stars | 814 |
| watchers | 11 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community health
40At risk
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 0/18 | 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 | no |
| has_contributing | no |
| 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?
57
Maintainer resilience (bus factor)
35At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.3/22.5 | Commit distribution — top contributor authored 90% of commits |
| 13.5/13.5 | Contributor breadth — 38 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 16 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 38 |
| top_contributor_share | 0.897 |
Issue & PR responsiveness
64Moderate
How it's scored
| 30.2/46.8 | Issue resolution — 65% of issues closed |
| 33.6/38.3 | PR acceptance — 124/141 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 124 |
| open_issues | 258 |
| closed_issues | 470 |
| issue_closed_ratio | 0.646 |
| closed_unmerged_prs | 17 |
Ownership & stewardship
76Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 20.7/25 | Owner reach — 747 followers of r-lib |
| 25/25 | Track record — 165 public repos, account ~9 yr old |
Inputs used
| followers | 747 |
| owner_type | Organization |
| is_verified | — |
| owner_login | r-lib |
| public_repos | 165 |
| account_age_days | 3,577 |
Engineering Quality
Are baseline engineering and documentation practices in place?
66
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 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 | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
75Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pak.r-lib.org |
| 10/10 | Repository description |
| 10/10 | Topics — 1 topics |
| 10/10 | Wiki |
Inputs used
| topics | r |
| has_wiki | yes |
| homepage | https://pak.r-lib.org |
| 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?
39
Security posture
39At risk
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 |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 16 contributing companies or organizations |
| 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 |
| 0/2.5 | License — license file not detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 24 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 — no SAST tool detected |
| 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 | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.9 |
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
42
Agent context & guidance
5Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 4.8/40 | Legible commit history — 9 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.09 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
51Moderate
How it's scored
| 18/18 | One-command bootstrap — Makefile, tools/build/docker-deploy/Makefile, tools/build/linux/Makefile, tools/build/macos/Makefile, tools/build/windows/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — C (statically typed) |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile, tools/build/docker-deploy/Makefile, tools/build/linux/Makefile, tools/build/macos/Makefile, tools/build/windows/Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
96Excellent
How it's scored
| 45/45 | Type-checkable code — C (statically typed) |
| 51.4/55 | Manageable file sizes — 38/587 source files over 60KB |
Inputs used
| primary_language | C |
| largest_source_bytes | 5,565,014 |
| source_files_sampled | 587 |
| oversized_source_files | 38 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
814GitHub stars
38contributors
200commits, last 12 months
0days since last push
23releases
1bus factor
258open issues
—package ecosystems
More detail
Star and fork history 814 ★ / 85 ⇿
814Stars
85Forks
22Releases
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 9Patch 11
Each point covers 8 days.
OpenSSF Scorecard 3.9 / 10
3.9aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 16 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 10 | Maintained | 30 commit(s) and 24 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 | no SAST tool detected |
| 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 |
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
{
"data": {
"repo": {
"topics": [
"r"
],
"is_fork": false,
"size_kb": 43165,
"has_wiki": true,
"homepage": "https://pak.r-lib.org",
"languages": {
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"R": 3674008,
"C++": 329342,
"Shell": 3045,
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"Makefile": 10457,
"JavaScript": 5565,
"TypeScript": 20,
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},
"pushed_at": "2026-07-21T09:32:04Z",
"created_at": "2017-11-02T19:33:56Z",
"owner_type": "Organization",
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"activity": {
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"published_at": "2024-08-09T10:13:48Z"
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},
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"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
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"r"
],
"has_wiki": true,
"homepage": "https://pak.r-lib.org",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
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"detail": null,
"points": 30,
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"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
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"status": "missed",
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},
{
"key": "documentation_homepage_site",
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"points": 15,
"status": "met",
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},
{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "topics",
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],
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},
{
"key": "wiki",
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"detail": null,
"points": 10,
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"details": [],
"max_points": 10
}
]
}
],
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{
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"metrics": [
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"notes": [
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"code": "excluded_no_data",
"params": {
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},
{
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"inputs": {
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"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.9
},
"components": [
{
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"details": [],
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},
{
"key": "branch_protection",
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},
{
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{
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"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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"points": 0,
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},
{
"key": "contributors",
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"status": "met",
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},
{
"key": "dangerous_workflow",
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"points": 10,
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},
{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "maintained",
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"points": 7.5,
"status": "met",
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},
{
"key": "packaging",
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"params": {}
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{
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
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"code": "no_data",
"params": {}
}
],
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{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
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"points": 7.5,
"status": "met",
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}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
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"inputs": {
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"exposures": [],
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 17
},
"components": [
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"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
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"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
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]
}
],
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},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 42,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 5,
"inputs": {
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"legible_history_share": 0.09,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
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"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",
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"detail": "9 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 4.8,
"status": "partial",
"details": [
{
"code": "legible_history",
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}
],
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]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
"lockfiles": [],
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"typed_language": true,
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"tools/build/macos/Makefile",
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"status": "met",
"details": [
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"code": "file_list",
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}
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{
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"points": 22,
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{
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},
{
"key": "static_type_checking",
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{
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"points": 0,
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"details": [],
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},
{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
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"code": "no_agent_authored_commits",
"params": {
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{
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"code": "no_dependency_automation",
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{
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{
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{
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"notes": [],
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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": [],
"report_type": "repository",
"generated_at": "2026-07-22T03:32:55.650951Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/r-lib/pak.svg",
"full_name": "r-lib/pak",
"license_state": "absent",
"license_spdx": null
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.