Public recordModerate
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-29 04:13 UTC
posit-dev / py-shinyswatch
Bootswatch themes for py-shiny
posit-dev/py-shinyswatch holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (70/100) and lowest on Security (39/100). It was last updated today. A single contributor accounts for most of its recent work.
57
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
57
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 55 is calibrated to 57 on the published index scale (record calibration 2026-08-02).
Ownership
posit-devOrganization
999 followers206 public repossince Jun 2022
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 | shinyswatchpoints to another repo — not scored | 0.12.0 | 118,387 | 22 | 0 days ago | html |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
63
Development activity
43Weak
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 1.4/36 | Commit cadence — 2/52 weeks with commits |
| 4.3/18 | Commit volume — 2 commits in the last year |
| 1/10 | OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
Inputs used
| commits_last_year | 2 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 2 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 10 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 19.8/27 | Release cadence — a release every ~97 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 10 |
| latest_release_tag | v0.12.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 97 |
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?
41
Popularity & adoption
34At Risk
How it's scored
| 25/60 | Stars — 36 stars |
| 4/25 | Forks — 4 forks |
| 5/15 | Watchers — 9 watchers |
Inputs used
| forks | 4 |
| stars | 36 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 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 |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
59
Maintainer resilience (bus factor)
32At Risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.6/22.5 | Commit distribution — top contributor authored 71% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.707 |
How it's scored
| 33.6/42 | Issue resolution — 80% of issues closed |
| 29.2/30 | PR acceptance — 36/37 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 10/30 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 36 |
| open_issues | 4 |
| closed_issues | 16 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.8 |
| closed_unmerged_prs | 1 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
73Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 21.6/25 | Owner reach — 999 followers of posit-dev |
| 21.3/25 | Track record — 206 public repos, account ~4 yr old |
Inputs used
| followers | 999 |
| owner_type | Organization |
| is_verified | — |
| owner_login | posit-dev |
| public_repos | 206 |
| account_age_days | 1,509 |
Engineering Quality
Are baseline engineering and documentation practices in place?
70
Engineering practices
50Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 2/20 | OpenSSF Scorecard: CI-Tests — 3 out of 19 merged PRs checked by a CI test -- score normalized to 1 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
100Exceptional
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://posit-dev.github.io/py-shinyswatch/ |
| 10/10 | Repository description |
| 10/10 | Topics — 6 topics |
| 10/10 | Wiki |
Inputs used
| topics | bootstrap5, bootswatch, bootswatch-themes, python, python3, shiny |
| has_wiki | yes |
| homepage | https://posit-dev.github.io/py-shinyswatch/ |
| 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?
39
Security posture
39Weak
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 |
| 0.2/2.5 | CI-Tests — 3 out of 19 merged PRs checked by a CI test -- score normalized to 1 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 10/30 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 7 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 |
| 2.5/2.5 | License — license file detected |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 5/5 | Packaging — packaging workflow detected |
| 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 — 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 | 3.9 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
47
Agent context & guidance
25At Risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 25.4/40 | Legible commit history — 39 of 82 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.476 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
53Moderate
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — pyrightconfig.json, shinyswatch/py.typed |
| 0/10 | Reproducible environment |
| 2.4/10 | Demonstrated agent practice — 1 of the last 82 commits agent-authored or agent-credited |
| 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 | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | pyrightconfig.json, shinyswatch/py.typed |
| agent_commit_share | 0.012 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
82Excellent
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (pyrightconfig.json, shinyswatch/py.typed) |
| 55/55 | Manageable file sizes — 0/25 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 37,410 |
| source_files_sampled | 25 |
| oversized_source_files | 0 |
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
36GitHub stars
5contributors
2commits, last 12 months
0days since last push
10releases
1bus factor
4open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- pypi package 'shinyswatch' points at a different repository (https://github.com/rstudio/py-shinyswatch); excluded from ecosystem scoring
- deps.dev does not index pypi:shinyswatch@0.12.0; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 4 ⇿
0Stars
4Forks
7Releases
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 5Patch 2
Each point covers 3 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 |
| 1 | CI-Tests | 3 out of 19 merged PRs checked by a CI test -- score normalized to 1 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 10/30 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 7 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 |
| 10 | License | license file detected |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 10 | Packaging | packaging workflow 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 |
| 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 4
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | typing-extensions | >=3.10.0.0 | setup.cfg |
| PyPI | packaging | >=20.9 | setup.cfg |
| PyPI | htmltools | >=0.2.0 | setup.cfg |
| PyPI | shiny | >=1.7.0 | setup.cfg |
All dependencies 4
Full resolved dependency set from the GitHub dependency graph: 1 direct and 3 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | shiny | — | direct |
| PyPI | matplotlib | — | indirect |
| PyPI | numpy | — | indirect |
| PyPI | shinyswatch | — | indirect |
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
{
"data": {
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"activity": {
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"kind": "minor",
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"tag": "v0.5.0",
"kind": "minor",
"published_at": "2024-03-07T21:13:42Z"
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],
"recent_commits": [
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"body": "Regenerate the pre-built themes against Shiny v1.7.0 (make update-bootswatch).\n\nThe committed bsw5/<theme>/bootswatch.min.css files are compiled from shiny's\ntheme presets, so they go stale whenever shiny's preset SCSS changes. Shiny\nv1.7.0 added bslib's offcanvas.scss to every preset's _04_rules.sc\n[…]\ndebar resize handle, none of which was in the\nthemes built against v1.6.3: .offcanvas-footer was absent entirely and\n.resize-indicator:hover was missing.\n\nRaise the shiny floor to >=1.7.0 accordingly.",
"is_bot": false,
"headline": "release: v0.12.0 (#57)",
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"headline": "release: v0.11.0 (#56)",
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"body": "Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
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"headline": "v0.7.0 (#44)",
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},
{
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"headline": "docs(readme): Update for quarto 1.5.53",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
"committed_at": "2024-07-02T17:15:06Z",
"body_truncated": false,
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},
{
"oid": "d542925799be98495edc9ddf18dd9ffa72d68a83",
"body": null,
"is_bot": false,
"headline": "feat: Save and restore theme picker choice in localStorage (#43)",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
"committed_at": "2024-07-02T17:01:44Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: Build `README.md` from `docs/index.qmd` (#40)",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
"committed_at": "2024-07-01T12:54:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "ci: Fix quartodoc build, commit and then rebase",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
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{
"oid": "1a179f80dd483fef87a196aebfbb4611a1895330",
"body": null,
"is_bot": false,
"headline": "feat!: Use `shiny.ui.Theme` (#39)",
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},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [],
"labels": [],
"scores": {},
"primary": null,
"evidence": [],
"artifacts": [],
"confidence": "none",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"pypi package 'shinyswatch' points at a different repository (https://github.com/rstudio/py-shinyswatch); excluded from ecosystem scoring",
"deps.dev does not index pypi:shinyswatch@0.12.0; advisories assessed against the repository dependency graph instead",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-29T04:13:28.688906Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/posit-dev/py-shinyswatch.svg",
"full_name": "posit-dev/py-shinyswatch",
"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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.