Public recordGood
Software health reportschema 0.15.0 · metrics 1.13.0 · 2026-07-20 01:54 UTC
bookwyrm-social / bookwyrm
Social reading and reviewing, decentralized with ActivityPub
bookwyrm-social/bookwyrm holds a health index of 78 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on AI Readiness (45/100). It was last updated today. A single contributor accounts for most of its recent work.
78
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.
78
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
BookWyrmOrganization
223 followers4 public repossince Apr 2021
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?
96
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 35.3/36 | Commit cadence — 51/52 weeks with commits |
| 18/18 | Commit volume — 1,273 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 1,273 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 36 releases published |
| 36/36 | Release recency — latest release 26 days ago |
| 19.8/27 | Release cadence — a release every ~48.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 36 |
| latest_release_tag | v0.9.0 |
| releases_from_tags | no |
| days_since_latest_release | 26 |
| mean_days_between_releases | 48.2 |
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?
85
Popularity & adoption
85Excellent
How it's scored
| 55.8/60 | Stars — 2,748 stars |
| 20.9/25 | Forks — 324 forks |
| 8.1/15 | Watchers — 30 watchers |
Inputs used
| forks | 324 |
| stars | 2,748 |
| watchers | 30 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
86Excellent
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | 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 | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
59
Maintainer resilience (bus factor)
39At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.5/22.5 | Commit distribution — top contributor authored 71% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 29 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0.713 |
How it's scored
| 35/46.8 | Issue resolution — 75% of issues closed |
| 35.2/38.3 | PR acceptance — 2,202/2,392 decided PRs merged |
| 10.5/15 | OpenSSF Scorecard: Code-Review — Found 7/9 approved changesets -- score normalized to 7 |
Inputs used
| merged_prs | 2,202 |
| open_issues | 386 |
| closed_issues | 1,147 |
| issue_closed_ratio | 0.748 |
| closed_unmerged_prs | 190 |
Ownership & stewardship
62Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 16.9/25 | Owner reach — 223 followers of bookwyrm-social |
| 15.6/25 | Track record — 4 public repos, account ~5 yr old |
Inputs used
| followers | 223 |
| owner_type | Organization |
| is_verified | — |
| owner_login | bookwyrm-social |
| public_repos | 4 |
| account_age_days | 1,924 |
Engineering Quality
Are baseline engineering and documentation practices in place?
80
Engineering practices
90Excellent
How it's scored
| 24/24 | CI workflows — 7 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .eslintrc.js |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
65Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — http://joinbookwyrm.com/ |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 0/10 | Wiki |
Inputs used
| topics | activitypub, decentralization, federation, books, reading, social-media, openlibrary, bookwyrm |
| has_wiki | no |
| homepage | http://joinbookwyrm.com/ |
| 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?
73
Security posture
73Good
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 5.2/7.5 | Code-Review — Found 7/9 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 29 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 10 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 |
| 5/5 | SAST — SAST tool is run on all commits |
| 4.5/5 | Security-Policy — security policy file 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 | 7.3 |
Excluded from scoring (no data or not applicable): branch_protection, 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.
45
Agent context & guidance
30At risk
How it's scored
| 18/45 | Agent instructions — AGENTS.md (stub) |
| 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 | AGENTS.md |
| agent_instruction_max_bytes | 46 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
52Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .eslintrc.js |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile |
| 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 | yes |
| lockfiles | — |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| 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
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/778 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 56,214 |
| source_files_sampled | 778 |
| oversized_source_files | 0 |
Key facts
2,748GitHub stars
100contributors
1,273commits, last 12 months
0days since last push
36releases
1bus factor
386open issues
npm, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 7.3 / 10
7.3aggregate
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 |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 7 | Code-Review | Found 7/9 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 29 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 10 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 |
| 10 | SAST | SAST tool is run on all commits |
| 9 | Security-Policy | security policy file 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 71
Full resolved dependency set from the GitHub dependency graph: 0 direct and 71 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | bulma | ^0.9.3 | indirect |
| npm | eslint | ^8.9.0 | indirect |
| npm | merge | 2.1.1 | indirect |
| npm | prettier | 2.5.1 | indirect |
| npm | stylelint | ^17.1.1 | indirect |
| npm | stylelint-config-recommended | ^18.0.0 | indirect |
| npm | stylelint-config-standard | ^40.0.0 | indirect |
| npm | stylelint-config-standard-scss | ^17.0.0 | indirect |
| npm | stylelint-order | ^7.0.1 | indirect |
| npm | watch | ^1.0.2 | indirect |
| PyPI | aiohttp | 3.14.1 | indirect |
| PyPI | arabic-reshaper | 3.0.1 | indirect |
| PyPI | bleach | 6.4.0 | indirect |
| PyPI | boto3 | 1.34.74 | indirect |
| PyPI | bw-file-resubmit | 0.6.0rc2 | indirect |
| PyPI | celery | 5.6.2 | indirect |
| PyPI | celery-types | 0.22.0 | indirect |
| PyPI | colorthief | 0.2.1 | indirect |
| PyPI | django | 5.2.15 | indirect |
| PyPI | django-celery-beat | 2.8.1 | indirect |
| PyPI | django-compressor | 4.6 | indirect |
| PyPI | django-csp | 3.8 | indirect |
| PyPI | django-imagekit | 6.0.0 | indirect |
| PyPI | django-model-utils | 4.4.0 | indirect |
| PyPI | django-oauth-toolkit | 3.2.0 | indirect |
| PyPI | django-pgtrigger | 4.17.0 | indirect |
| PyPI | django-sass-processor | 1.4.2 | indirect |
| PyPI | django-storages | 1.14.6 | indirect |
| PyPI | django-stubs | 4.2.7 | indirect |
| PyPI | environs | 14.5.0 | indirect |
| PyPI | flower | 2.0.1 | indirect |
| PyPI | grpcio | — | indirect |
| PyPI | gunicorn | 25.0.3 | indirect |
| PyPI | hiredis | 2.3.2 | indirect |
| PyPI | libsass | 0.23.0 | indirect |
| PyPI | mistune | 3.3.0 | indirect |
| PyPI | mypy | 1.7.1 | indirect |
| PyPI | opentelemetry-api | 1.24.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.24.0 | indirect |
| PyPI | opentelemetry-instrumentation-celery | 0.45b0 | indirect |
| PyPI | opentelemetry-instrumentation-django | 0.45b0 | indirect |
| PyPI | opentelemetry-instrumentation-psycopg | 0.45b0 | indirect |
| PyPI | opentelemetry-sdk | 1.24.0 | indirect |
| PyPI | pilkit | — | indirect |
| PyPI | pillow | 12.2.0 | indirect |
| PyPI | psycopg | 3.2.9 | indirect |
| PyPI | pycryptodome | 3.20.0 | indirect |
| PyPI | pyotp | 2.9.0 | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-cov | 5.0.0 | indirect |
| PyPI | pytest-django | 4.8.0 | indirect |
| PyPI | pytest-env | 1.1.3 | indirect |
| PyPI | pytest-xdist | 3.5.0 | indirect |
| PyPI | python-bidi | 0.6.10 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | pytidylib | 0.3.2 | indirect |
| PyPI | qrcode | 7.4.2 | indirect |
| PyPI | redis | 5.0.3 | indirect |
| PyPI | requests | 2.33.0 | indirect |
| PyPI | responses | 0.25.0 | indirect |
| PyPI | ruff | 0.14.7 | indirect |
| PyPI | s3-tar | 0.1.13 | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | sqlparse | 0.5.4 | indirect |
| PyPI | tornado | — | indirect |
| PyPI | types-bleach | 6.1.0.20240331 | indirect |
| PyPI | types-dataclasses | 0.6.6 | indirect |
| PyPI | types-pillow | 10.2.0.20240331 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20240316 | indirect |
| PyPI | types-requests | 2.31.0.20240311 | indirect |
| PyPI | ua-parser | 1.0.1 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"activitypub",
"decentralization",
"federation",
"books",
"reading",
"social-media",
"openlibrary",
"bookwyrm"
],
"is_fork": false,
"size_kb": 75689,
"has_wiki": false,
"homepage": "http://joinbookwyrm.com/",
"languages": {
"CSS": 155,
"HTML": 825834,
"SCSS": 38905,
"Shell": 42723,
"Python": 2934663,
"Dockerfile": 2674,
"JavaScript": 57829
},
"pushed_at": "2026-07-19T22:30:54Z",
"created_at": "2020-01-27T03:51:54Z",
"owner_type": "Organization",
"updated_at": "2026-07-19T13:18:05Z",
"description": "Social reading and reviewing, decentralized with ActivityPub",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python",
"HTML"
]
},
"owner": {
"blog": "https://joinbookwyrm.com/",
"name": "BookWyrm",
"type": "Organization",
"login": "bookwyrm-social",
"company": null,
"location": null,
"followers": 223,
"avatar_url": "https://avatars.githubusercontent.com/u/82422242?v=4",
"created_at": "2021-04-12T23:58:27Z",
"is_verified": null,
"public_repos": 4,
"account_age_days": 1924
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 36,
"commits_last_year": 1273,
"latest_release_at": "2026-06-23T19:35:30Z",
"latest_release_tag": "v0.9.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 51,
"days_since_latest_release": 26,
"mean_days_between_releases": 48.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 324,
"stars": 2748,
"watchers": 30,
"open_issues_and_prs": 398
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 56214,
"source_files_sampled": 778,
"oversized_source_files": 0,
"agent_instruction_files": [
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],
"agent_instruction_max_bytes": 46
},
"dependencies": {
"manifests": [
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"error": null,
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{
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{
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"version": "0.23.0",
"ecosystem": "pypi"
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{
"name": "mistune",
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"version": "3.3.0",
"ecosystem": "pypi"
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{
"name": "mypy",
"direct": false,
"version": "1.7.1",
"ecosystem": "pypi"
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{
"name": "opentelemetry-api",
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"version": "1.24.0",
"ecosystem": "pypi"
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{
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"version": "1.24.0",
"ecosystem": "pypi"
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{
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"ecosystem": "pypi"
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{
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{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"followers": 223,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "bookwyrm-social",
"public_repos": 4,
"account_age_days": 1924
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "223 followers of bookwyrm-social",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 223,
"login": "bookwyrm-social"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "4 public repos, account ~5 yr old",
"points": 15.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 4
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},
{
"code": "account_age_years",
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"years": 5
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}
],
"max_points": 25
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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 80,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 90,
"inputs": {
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "7 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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"count": 7
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
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"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "11 out of 11 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
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"books",
"reading",
"social-media",
"openlibrary",
"bookwyrm"
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"homepage": "http://joinbookwyrm.com/",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
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"components": [
{
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"detail": null,
"points": 30,
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{
"key": "documentation_directory",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "documentation_homepage_site",
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"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",
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"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 73,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "good",
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"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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"packaging",
"signed_releases"
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 73,
"inputs": {
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 7.3
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
"max_points": 7.5
},
{
"key": "ci_tests",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 7/9 approved changesets -- score normalized to 7",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
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"detail": "project has 29 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
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"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": {}
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],
"max_points": 5
},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
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{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"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
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 11
},
"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": "at_risk",
"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
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"value": 30,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [
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"agent_instruction_max_bytes": 46
},
"components": [
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"key": "agent_instructions",
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"status": "partial",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
},
{
"code": "agent_instructions_stub",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
"params": {}
}
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"value": 52,
"inputs": {
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"has_tests": true,
"lockfiles": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
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"points": 22,
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},
{
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"status": "met",
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"code": "file_list",
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}
],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
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"detail": "Dockerfile",
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"status": "met",
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"code": "file_list",
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}
],
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{
"key": "demonstrated_agent_practice",
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"code": "no_data",
"params": {}
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{
"key": "automated_maintenance",
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"code": "no_data",
"params": {}
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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}
]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
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"notes": [],
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"source_files_sampled": 778,
"oversized_source_files": 0
},
"components": [
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"key": "type_checkable_code",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_typecheck_config_language",
"params": {
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],
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},
{
"key": "manageable_file_sizes",
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"points": 55,
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"code": "oversized_source_files",
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}
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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": [],
"report_type": "repository",
"generated_at": "2026-07-20T01:54:25.750673Z",
"schema_version": "0.15.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bookwyrm-social/bookwyrm.svg",
"full_name": "bookwyrm-social/bookwyrm",
"license_state": "custom",
"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 v0.15.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.