Public recordExcellent
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-28 13:58 UTC
mongodb / mongoid
The Official Ruby Object Mapper for MongoDB
mongodb/mongoid holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (90/100) and lowest on AI Readiness (56/100). It was last updated 7 days ago. A single contributor accounts for most of its recent work.
91
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.
91
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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).
Ownership
mongodbOrganization
4,614 followers305 public repossince Jan 2009
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 |
|---|---|---|---|---|---|
| RubyGems | mongoid | 9.1.0 | - | 357 | 76 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
90
Development activity
85Excellent
How it's scored
| 36/36 | Push recency — last push 7 days ago |
| 22.2/36 | Commit cadence — 32/52 weeks with commits |
| 16.7/18 | Commit volume — 72 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 72 |
| human_commit_share | 1 |
| days_since_last_push | 7 |
| active_weeks_last_year | 32 |
Release discipline
98Exceptional
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 80 days ago |
| 27/27 | Release cadence — a release every ~32 days |
| 8/10 | OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v9.1.0 |
| releases_from_tags | no |
| days_since_latest_release | 80 |
| mean_days_between_releases | 32 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
85
Popularity & adoption
94Exceptional
How it's scored
| 58.3/60 | Stars — 3,916 stars |
| 25/25 | Forks — 1,382 forks |
| 11.1/15 | Watchers — 101 watchers |
Inputs used
| forks | 1,382 |
| stars | 3,916 |
| watchers | 101 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
65Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 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 | yes |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | — |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
100Exceptional
How it's scored
| 79.8/80 | Total downloads — 48,185,908 downloads all-time across rubygems |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | mongoid |
| dependents | — |
| ecosystems | rubygems |
| total_downloads | 48,185,908 |
| monthly_downloads | — |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
72
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 8.9/22.5 | Commit distribution — top contributor authored 60% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 59 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0.604 |
Issue & PR responsiveness
80Excellent
How it's scored
| 0/42 | Issue resolution — no issues or no data |
| 21/30 | PR acceptance — 1,967/2,810 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 1,967 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | 843 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): Issue resolution, newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
80Excellent
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 4,614 followers of mongodb |
| 25/25 | Track record — 305 public repos, account ~17 yr old |
Inputs used
| followers | 4,614 |
| owner_type | Organization |
| is_verified | — |
| owner_login | mongodb |
| public_repos | 305 |
| account_age_days | 6,409 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on rubygems |
| 35/35 | Publish recency — latest publish 76 days ago |
| 20/20 | Version history — 357 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | mongoid |
| ecosystems | rubygems |
| any_deprecated | no |
| min_days_since_publish | 76 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
84Excellent
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .rubocop.yml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
65Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://www.mongodb.com/docs/mongoid |
| 10/10 | Repository description |
| 10/10 | Topics — 6 topics |
| 0/10 | Wiki |
Inputs used
| topics | mongodb, ruby, ruby-on-rails, mongodb-driver, orm, orm-framework |
| has_wiki | no |
| homepage | https://www.mongodb.com/docs/mongoid |
| 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?
67
Security posture
67Good
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 59 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 |
| 7.5/7.5 | Maintained — 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 6/7.5 | Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 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 | 6.7 |
Excluded from scoring (no data or not applicable): packaging. 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.
56
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 92 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.92 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 2,748 |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .rubocop.yml |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 6/10 | Demonstrated agent practice — 3 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.03 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
54Moderate
How it's scored
| 0/45 | Type-checkable code — Ruby without a type-check config |
| 54.3/55 | Manageable file sizes — 13/1,036 source files over 60KB |
Inputs used
| primary_language | Ruby |
| largest_source_bytes | 156,044 |
| source_files_sampled | 1,036 |
| oversized_source_files | 13 |
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
3,916GitHub stars
100contributors
72commits, last 12 months
7days since last push
100releases
1bus factor
0open issues
RubyGemspackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 1,382 ⇿
0Stars
1,382Forks
100Releases
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.
Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.
Major 2Minor 12Patch 83
Each point covers 14 days.
OpenSSF Scorecard 6.7 / 10
6.7aggregate
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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 59 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 |
| 10 | Maintained | 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 8 | Signed-Releases | 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 5
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| RubyGems | actionpack | — | Gemfile |
| RubyGems | activemodel | — | Gemfile |
| RubyGems | i18n | — | Gemfile |
| RubyGems | tzinfo-data | — | Gemfile |
| RubyGems | ostruct | — | Gemfile |
All dependencies 6
Full resolved dependency set from the GitHub dependency graph: 3 direct and 3 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| RubyGems | actionpack | — | direct |
| RubyGems | activemodel | — | direct |
| RubyGems | ostruct | — | direct |
| RubyGems | bson | — | indirect |
| RubyGems | concurrent-ruby | — | indirect |
| RubyGems | mongo | — | 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": {
"repo": {
"topics": [
"mongodb",
"ruby",
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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"body": "…tes (#6127)\n\n* MONGOID-5930 Add Mongoid::Config.allow_reparenting_via_nested_attributes\n\n* make sure load_defaults knows about the new setting\n\n* Update spec/mongoid/attributes/nested_spec.rb\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update lib/mongoid/config.rb\n\nCo-a\n[…]\neply.github.com>\n\n* reparenting never works with embedded records\n\n* Constrain the change to only has-many associations\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "MONGOID-5930 Add Mongoid::Config.allow_reparenting_via_nested_attribu…",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-04-15T14:05:56Z",
"body_truncated": true,
"is_coding_agent": true
},
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"oid": "582fa520bd57c9898976e21cbbd085bc11f6a1fc",
"body": "* Add `vector_field` convenience method for declare field+index together\n\n* ensure atlas tests are being run on PRs",
"is_bot": false,
"headline": "MONGOID-5898 Add vector search support (#6129)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-04-13T14:08:02Z",
"body_truncated": false,
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},
{
"oid": "2a843abbbeeb2bf7d087a20da0f32393f48ef10e",
"body": "When inserting an embedded document with a touchable parent (the\ndefault for embedded_in), Mongoid previously issued two separate\nupdate_one calls: one for the $push and one for the $set of\nupdated_at timestamps via the after_save touch callback. This\ndoubles the write latency for every embedded doc\n[…]\n both the $push and $set paths get consistent index-to-$\nreplacement. This avoids the concern raised in MONGOID-5867\nabout bypassing positionally when consolidating parent touch\nwith the child insert.",
"is_bot": false,
"headline": "MONGOID-5867 Merge touch updates into embedded document insert (#6128)",
"author_name": "Evan Qi",
"author_login": "evanqi",
"committed_at": "2026-04-06T22:41:04Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "86928801824c51d6911edfd1c13c67c90aa916d3",
"body": "* RUBY-3795 Add AGENTS.md\n\n* Add more instructions\n\n---------\n\nCo-authored-by: Dmitry Rybakov <dmitry.rybakov@mongodb.com>",
"is_bot": false,
"headline": "MONGOID-5929 Add AGENTS.md (#6126)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-04-01T14:36:15Z",
"body_truncated": false,
"is_coding_agent": false
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"oid": "0803a22016db17fb1c1feec660e79692b6c54ff4",
"body": "* Add `rake rubocop` and `rake rubocop:install_hook` tasks\n\n* Clean up a few one-off linter complaints",
"is_bot": false,
"headline": "Clean up a few one-off linter complaints (#6125)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-31T13:44:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "245c3ed5bc85269206988e5ed9684df275ae04a8",
"body": null,
"is_bot": false,
"headline": "Add `rake rubocop` and `rake rubocop:install_hook` tasks (#6124)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-31T13:42:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15db1d3aac9e48c7a3420c4beceaaad17971da4a",
"body": "* fix \".should == x\" autofix failures\n\n* fix linter complaints",
"is_bot": false,
"headline": "Fix artifacts from failed \"rubocop -a\" (#6123)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-27T14:00:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "022a5101cf2372f209e2b77b00cba18a30581d5e",
"body": "…ons in different clusters (#6122)\n\n* MONGOID-5922 fall back to #includes if #eager_load is given associations in different clusters\n\n* avoid invoking `view` directly in a module that may not have access to it\n\n* don't try eager_load specs on DB version < 5.0",
"is_bot": false,
"headline": "MONGOID-5922 fall back to #includes if #eager_load is given associati…",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-26T17:12:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33b511064bd690d9abf8688fbcf9285200cb9a3b",
"body": "* enable rubocop on all files\n\n* fix rubocop complaint\n\n* clean up rubocop complaints",
"is_bot": false,
"headline": "Enable rubocop on all files (#6121)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-25T15:01:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e977d3bb9ce2b51df126e3aa648b413f80662e4",
"body": null,
"is_bot": false,
"headline": "rubocop appeasement (#6120)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-25T14:50:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff98a8a55242c917afbd04ba642280264d9d054f",
"body": "…or conflicts between set and unset commands (#6118)\n\n* Don't emit superfluous (conflicting) $unset after setting an array\n\n* copilot feedback",
"is_bot": false,
"headline": "MONGOID-5927 init_atomic_updates from updatable.rb does not account f…",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-24T14:46:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0975eb9b33f5c02c899ce6a1c6ac4c65e3a4d3c",
"body": "* MONGOID-5928 update rubocop\n\n* keep the predicate checks, but ignore the legacy/valid uses",
"is_bot": false,
"headline": "MONGOID-5928 Update rubocop (#6119)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-24T14:20:53Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "69040dc94ad60c6ab83487805d9af252e05ae870",
"body": null,
"is_bot": false,
"headline": "Add relevant tests from #4991 to verify issue is fixed (#6117)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-06T19:57:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23e659368f4bad9a2c79128baf3116d9d309b53d",
"body": "…Extensions::Numeric (#5469)\n\n* Fix BigDecimal evolution to Time\n\n* account for new monkeypatches\n\n---------\n\nCo-authored-by: Jamis Buck <jamis.buck@mongodb.com>",
"is_bot": false,
"headline": "MONGOID-5559 BigDecimal should include Mongoid::Criteria::Queryable::…",
"author_name": "Johnny Shields",
"author_login": "johnnyshields",
"committed_at": "2026-03-05T22:19:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "56761fc8eb85c3f5c390db127e3293835e859734",
"body": "Forwarded methods (sum, avg, min, max) on has_many associations\npreviously always delegated to criteria, hitting the database even\nwhen the association was already eager-loaded. Now checks if the\ntarget is loaded and computes aggregations in memory when possible.",
"is_bot": false,
"headline": "Use in-memory aggregation for eager-loaded has_many associations (#6116)",
"author_name": "Cristián Pérez",
"author_login": "cperezabo",
"committed_at": "2026-03-04T17:15:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c003f55ad4c38f1fe8b81c66b1b7dce582b8873c",
"body": "* start with bumping to latest drivers-evergreen-tools\n\n* try bumping the submodule, too",
"is_bot": false,
"headline": "Fix failing tests via github actions (#6115)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-03-03T18:37:28Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "202c6950026bc9804242ca0472098446a671daba",
"body": "…6109)\n\n* MONGOID-5920 add copilot-instructions.md to improve review quality\n\n* update instructions\n\n* tweak copilot instructions",
"is_bot": false,
"headline": "MONGOID-5920 add copilot-instructions.md to improve review quality (#…",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-02-17T17:40:45Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "a0f88c5f361cb016c29d465335227b0a5227467a",
"body": "…s (#6108)\n\n* MONGOID-5842 fix numericality validator when given non-numeric strings\n\nBecause Mongoid's typecasting functionality differs from that of Rails,\nthe numericality validator was incorrectly accepting non-numeric strings\nif `allow_blank: true` was specified.\n\n* Add a helper for creating one-off test model classes\n\n* accommodate Rails 6.0",
"is_bot": false,
"headline": "MONGOID-5842 fix numericality validator when given non-numeric string…",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2026-02-03T21:40:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73c3afdf131235b89e4e73ce87b4640ead9cad88",
"body": "…ne for eager loading (#6081)\n\n* Adds support for single hash input in nested attributes for has_many associations.\n\n* Using $lookup for #eager_load\n\n* add a forgotten comment\n\n* removing unneeded check\n\n* removing accidental change\n\n* updating comment\n\n* switching to only one query\n\n* removing debu\n[…]\nomments - trying to make code more readable\n\n* adding buildable tests\n\n* Adding benchmarking\n\n* Removing default sort\n\n* Addressing comments\n\n* Fixing first() to allow nil, and adding default ordering",
"is_bot": false,
"headline": "MONGOID 5731 Add Criteria#eager_load method to use aggregation pipeli…",
"author_name": "Kyle Burgess",
"author_login": "kyleburgess2025",
"committed_at": "2026-01-26T14:58:21Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c98523b4213e1c0809d352b3730fb324d9c0a141",
"body": null,
"is_bot": false,
"headline": "MONGOID-5864 Make tests safer (#6093)",
"author_name": "Dmitry Rybakov",
"author_login": "comandeo-mongo",
"committed_at": "2026-01-23T16:04:08Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "c2e861e9e0aa0f3fb4601b9ab6a8de46bd327cb2",
"body": null,
"is_bot": false,
"headline": "MONGOID-5864 Add Rails metadata (#6088)",
"author_name": "Dmitry Rybakov",
"author_login": "comandeo-mongo",
"committed_at": "2026-01-23T14:25:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a09c6c9d6c0e247ef994fa59f36b1e9a08151e49",
"body": null,
"is_bot": false,
"headline": "MONGOID-5919 Restrict Criteria.from_hash method (#6083)",
"author_name": "Dmitry Rybakov",
"author_login": "comandeo-mongo",
"committed_at": "2026-01-21T19:13:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1cf862896b9467f8388adb6bf68403f5debd2fb4",
"body": null,
"is_bot": false,
"headline": "Add Ruby 4.0 (#6082)",
"author_name": "Dmitry Rybakov",
"author_login": "comandeo-mongo",
"committed_at": "2026-01-20T15:41:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "befcbdfe7e9eeb8eecbd8f874fa90cc4fad5bb55",
"body": "* Adds support for single hash input in nested attributes for has_many associations.\n\n* using .to_s before regex match to ensure objects/arrays are matched correctly\n\n* Unintended change\n\n* adding nil check\n\n* using value.respond_to?\n\n* Add pr tag to evg configs\n\n---------\n\nCo-authored-by: Dmitry Rybakov <dmitry.rybakov@mongodb.com>",
"is_bot": false,
"headline": "MONGOID-5878 Object#=~ removed in Ruby 3.2 (#6080)",
"author_name": "Kyle Burgess",
"author_login": "kyleburgess2025",
"committed_at": "2026-01-13T18:20:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "780b2fd823670611d49b3470d6b492e2a19dacf5",
"body": "…ia [] operator after direct DB update (#6076)\n\n* Adds support for single hash input in nested attributes for has_many associations.\n\n* Fixing write conflict error when using [] to access embedded document\n\n* undoing accidental changes",
"is_bot": false,
"headline": "MONGOID-5899 Write conflict error when accessing embedded documents v…",
"author_name": "Kyle Burgess",
"author_login": "kyleburgess2025",
"committed_at": "2025-12-18T16:26:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d3abdccdad56d2e3e15c0936bf47d8fa92c19f8",
"body": "…d hash, got undefined method `with_indifferent_access' error (#6075)\n\n* Adds support for single hash input in nested attributes for has_many associations.\n\n* Adding a check to initialize()\n\n* add with_indifferent_access to array\n\n* fixing how we handle arrays\n\n* empty commit\n\n* adding more guards in build()\n\n* Adding handling for if the array has uneven number of elements",
"is_bot": false,
"headline": "MONGOID 5800 When initializing an embedded association with an invali…",
"author_name": "Kyle Burgess",
"author_login": "kyleburgess2025",
"committed_at": "2025-12-17T15:04:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "17d8df37eb4c851d476787f4da75c80459b7d414",
"body": "…many?, and one?) (#6069)\n\n* Using .count to implement any? one? and many?, adding testing\n\n* Reverting change to .gitignore\n\n* removing unneeded code\n\n* Allowing a block of code/optional args to be passed to better align with Ruby's any? method\n\n* Small change\n\n* Moving from Criteria::Findable to avoid clobbering Enumerable#any?\n\n* removing unneeded delegates\n\n* Moving tests to different file\n\n* removing extra nesting\n\n* Removed unnecessary spacing and ()",
"is_bot": false,
"headline": "MONGOID-5910 Implement enumerable methods on top level models (any?, …",
"author_name": "Kyle Burgess",
"author_login": "kyleburgess2025",
"committed_at": "2025-12-09T14:51:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bfdf0abc93d3c30ef0b6e3587021e4df32832f3d",
"body": null,
"is_bot": false,
"headline": "fixes typo (#6066)",
"author_name": "Shiva Bhusal",
"author_login": "shivabhusal",
"committed_at": "2025-11-24T15:31:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "741ae8b6b9540b0e060caac898160784a46b3e83",
"body": "* use the specialized implementation of pluck\n\n* use a custom pluck implementation\n\n* new file\n\n* incorporate Johnny's changes from #6044\n\n* use same submodules as master\n\n* Make changes suggested by copilot review\n\n* rubocop appeasement\n\n* fix broken refactoring",
"is_bot": false,
"headline": "MONGOID-5900, MONGOID-5901 Fix #pluck on associations (#6067)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2025-11-21T15:46:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d13e9ab0b62afb7ddcc3690585f66880cd5a50d9",
"body": null,
"is_bot": false,
"headline": "Update release refs (#6053)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2025-11-17T20:59:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eac49f0e584f55f6f4a0f1177d3dc0ed827f94ff",
"body": "* Rails 8.1 Support\n\n* Re-enable rails master tests\n\n---------\n\nCo-authored-by: AlexKovynev <alexkovynev@gmail.com>\nCo-authored-by: Dmitry Rybakov <dmitry.rybakov@mongodb.com>",
"is_bot": false,
"headline": "Rails 8.1 Support (#6054)",
"author_name": "AlexKovynev",
"author_login": "AlexKovynev",
"committed_at": "2025-10-24T07:35:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36c234f4a1b5655ee4afc462e28e399e8a4aec61",
"body": null,
"is_bot": false,
"headline": "Fix MONGODB_URI for sharded (#6058)",
"author_name": "Dmitry Rybakov",
"author_login": "comandeo-mongo",
"committed_at": "2025-10-24T07:26:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04db111ad2c37656ae2a576fcf3f544f8c82df4c",
"body": null,
"is_bot": false,
"headline": "MONGOID-5904 Use new toolchain (#6056)",
"author_name": "Dmitry Rybakov",
"author_login": "comandeo-mongo",
"committed_at": "2025-10-23T14:08:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "211d466e30fb73faa26bf42f364f6af7673bc573",
"body": "…ges (#6042)\n\n* handle BSON::Decimal128 specially when checking for changes\n\n* Reference the correct option in the context name\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Apparently #to_d is a recent addition to ruby-bson\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "MONGOID-5890 Handle BSON::Decimal128 specially when checking for chan…",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2025-09-29T14:08:59Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "83a051c0b40c561c72e47cc03e9b8bcd5783053f",
"body": null,
"is_bot": false,
"headline": "MONGOID-5887 Include server hint for aggregate operations (#6035)",
"author_name": "Jamis Buck",
"author_login": "jamis",
"committed_at": "2025-09-15T16:40:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08988f5588e397c5f396ff19f09c7b34f45eadfe",
"body": "* Ensure reload properly handles instances where we create a new document, but set the ID to an existing one\n\n* Fix misplaced spec",
"is_bot": false,
"headline": "MONGOID-5895 Make Reload Properly Update new_record (#6034)",
"author_name": "Matthew Livingstone",
"author_login": "mmrlivingstone",
"committed_at": "2025-09-09T17:01:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "231401e3843b980f8d8be2e7ed25fddb517ce735",
"body": null,
"is_bot": false,
"headline": "Revise documentation section in README.md (#6032)",
"author_name": "Alex Bevilacqua",
"author_login": "alexbevi",
"committed_at": "2025-09-04T16:44:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7273bcf919efb53450a14573fd094a772cacc89",
"body": "…differently (#6031)\n\n* Treat serialize option only with values of nil and [] differently\n\n* Add config value serializable_hash_with_legacy_only for handling behavior ofserializable_hash(only: [])\n\n* Test fix\n\n* Flip the values for serializable_hash_with_legacy_only\n\n* Fix logic error\n\n---------\n\nCo-authored-by: Jamis Buck <jamis.buck@mongodb.com>",
"is_bot": false,
"headline": "MONGOID-5892 - Treat serialize option only with values of nil and [] …",
"author_name": "Brad Pardee",
"author_login": "bpardee",
"committed_at": "2025-09-02T19:44:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5cc5ea15f7890ed5c3e32264c3ef9144491bb60e",
"body": "…ig in code comment (#5978)\n\n* MONGOID-5869 - Fix incorrectly named global_executor_concurrency config in code comment\n\n* Support edge rails\n\nEdge rails has added a requirement to implement `#klass` on all\nObjectSerializer subclasses, as an optimization.\n\n* drivers-evergreen-tools@master has a bug in it\n\nlet's lock to the previous commit just so we can get this PR across the\nfinish line...\n\n---------\n\nCo-authored-by: Jamis Buck <jamis.buck@mongodb.com>",
"is_bot": false,
"headline": "MONGOID-5869 - Fix incorrectly named global_executor_concurrency conf…",
"author_name": "Johnny Shields",
"author_login": "johnnyshields",
"committed_at": "2025-09-02T16:06:35Z",
"body_truncated": false,
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},
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"oid": "5e7df1c37750109a14c992ddf400539665719694",
"body": "… 6.0.0, 7.0.0, 7.1.0, and released version of 8.0.0 (#5980)\n\n* Actually test Rails 6.0.0, 7.0.0, 7.1.0, and released version of 8.0.0.\n\n* Update rails-7.0.gemfile\n\nWe have MONGOID-5812 for separately addressing Ruby 3.4 support\n\n* Skip 6.0 for the BSON::Decimal128 validation\n\nRails 6.0 doesn't have\n[…]\ne validation\n\n* Can't assume DB will be autocreated with MongoDB 8.3.0-alpha\n\n---------\n\nCo-authored-by: Jamis Buck <jamis.buck@mongodb.com>\nCo-authored-by: Dmitry Rybakov <dmitry.rybakov@mongodb.com>",
"is_bot": false,
"headline": "MONGOID-5872 - [🛠️ Let's Fix Mongoid's Broken CI] Actually test Rails…",
"author_name": "Johnny Shields",
"author_login": "johnnyshields",
"committed_at": "2025-09-02T14:01:59Z",
"body_truncated": true,
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},
{
"oid": "6aa372b4d979f914bb61a8ab6564bddd3c63a2b7",
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}
],
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{
"key": "openssf_scorecard_signed_releases",
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"points": 8,
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"max_points": 10
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]
},
{
"key": "abandonment",
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"inputs": {
"cap": null,
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"components": [
{
"key": "project_is_still_maintained",
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"points": 100,
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{
"code": "abandonment_maintained",
"params": {
"days": 14
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}
],
"max_points": 100
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]
}
],
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},
{
"key": "community",
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"name": "Community & Adoption",
"value": 85,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
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"inputs": {
"forks": 1382,
"stars": 3916,
"watchers": 101,
"growth_state": "unverified",
"growth_factor_pct": 100,
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "3,916 stars",
"points": 58.3,
"status": "partial",
"details": [
{
"code": "stars",
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"count": 3916
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "1,382 forks",
"points": 25,
"status": "met",
"details": [
{
"code": "forks",
"params": {
"count": 1382
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "101 watchers",
"points": 11.1,
"status": "partial",
"details": [
{
"code": "watchers",
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"count": 101
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": true,
"readme_badge_services": [],
"has_pull_request_template": false
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 100,
"inputs": {
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"dependents": null,
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"total_downloads": 48185908,
"monthly_downloads": null
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"components": [
{
"key": "total_downloads",
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"points": 79.8,
"status": "partial",
"details": [
{
"code": "downloads_total",
"params": {
"count": 48185908,
"ecosystems": "rubygems"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 72,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "weak",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 41,
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"contributors_sampled": 100,
"top_contributor_share": 0.604
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 1
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
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"points": 8.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 60
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "100 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 100
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 59 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 80,
"inputs": {
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"closed_issues": 0,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
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"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
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}
],
"max_points": 42
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{
"key": "pr_acceptance",
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"detail": "1967/2810 decided PRs merged",
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"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 30
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{
"key": "newcomer_pr_acceptance",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
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}
],
"max_points": 13
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{
"key": "openssf_scorecard_code_review",
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"details": [],
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}
]
},
{
"key": "stewardship",
"band": "excellent",
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"note": null,
"notes": [],
"value": 80,
"inputs": {
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"owner_type": "Organization",
"is_verified": null,
"owner_login": "mongodb",
"public_repos": 305,
"account_age_days": 6409
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
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"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": [],
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},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "4,614 followers of mongodb",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
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"count": 4614,
"login": "mongodb"
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}
],
"max_points": 25
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{
"key": "track_record",
"name": "Track record",
"detail": "305 public repos, account ~17 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
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"count": 305
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},
{
"code": "account_age_years",
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}
],
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"ecosystems": "rubygems",
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"min_days_since_publish": 76
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"components": [
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"key": "published_resolvable",
"name": "Published & resolvable",
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"details": [
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"code": "packages_published",
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}
],
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{
"key": "publish_recency",
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"details": [
{
"code": "publish_recency",
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}
],
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{
"key": "version_history",
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"points": 20,
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{
"code": "published_versions",
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}
],
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{
"key": "not_deprecated",
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"code": "package_not_deprecated",
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],
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]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 76,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
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"name": "Engineering practices",
"note": null,
"notes": [],
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"components": [
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"details": [
{
"code": "ci_workflows",
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],
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{
"key": "tests_present",
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"points": 24,
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"details": [],
"max_points": 24
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{
"key": "linter_config",
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"details": [
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],
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{
"key": "pre_commit_hooks",
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"points": 0,
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"details": [],
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{
"key": "editorconfig",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
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"ruby-on-rails",
"mongodb-driver",
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"has_description": true
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"components": [
{
"key": "readme",
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{
"key": "documentation_directory",
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"points": 0,
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{
"key": "documentation_homepage_site",
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{
"key": "repository_description",
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"points": 10,
"status": "met",
"details": [],
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{
"key": "topics",
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"code": "topics_count",
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}
],
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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]
}
],
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},
{
"key": "security",
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"name": "Security",
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"weight": 0.16,
"metrics": [
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"key": "security_posture",
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"components": [
{
"key": "binary_artifacts",
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"detail": "no binaries found in the repo",
"points": 7.5,
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"details": [],
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{
"key": "branch_protection",
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"points": 3,
"status": "partial",
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{
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
"key": "contributors",
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"points": 2.5,
"status": "met",
"details": [],
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{
"key": "dangerous_workflow",
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"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "no update tool detected",
"points": 0,
"status": "missed",
"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": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "23 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",
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"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 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
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"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
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"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",
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"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
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"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": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"commit_weight_rule": {
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"min_commit_share": 0.1
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"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 14
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 56,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
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"legible_history_share": 0.92,
"agent_instruction_files": [
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"CLAUDE.md"
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"agent_instruction_max_bytes": 2748
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md"
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}
],
"max_points": 45
},
{
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{
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}
]
},
{
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}
],
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},
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},
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{
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},
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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],
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},
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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? 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": [
"library"
],
"labels": [
"library"
],
"scores": {
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:rubygems",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-28T13:58:20.974850Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mongodb/mongoid.svg",
"full_name": "mongodb/mongoid",
"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 — RubyGems.