Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 20:27 UTC
andreyruby / serega
andreyruby/serega holds a health index of 55 out of 100, placing it in the Moderate band. It scores highest on Vitality (77/100) and lowest on Community & Adoption (31/100). It was last updated today. A single contributor accounts for most of its recent work.
55
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.
55
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
AndreyPersonal account
0 followers23 public repossince Feb 2013
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| RubyGems | seregapoints to another repo — not scored | 0.40.0 | - | 49 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
77
Development activity
69Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 7.6/36 | Commit cadence — 11/52 weeks with commits |
| 15.3/18 | Commit volume — 50 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 50 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 11 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 48 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~12.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 48 |
| latest_release_tag | v0.40.0 |
| releases_from_tags | yes |
| days_since_latest_release | 0 |
| mean_days_between_releases | 12.7 |
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?
31
Popularity & adoption
14Critical
How it's scored
| 13.7/60 | Stars — 8 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 0 |
| stars | 8 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
42
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 36.9/38.3 | PR acceptance — 138/143 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/25 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 138 |
| open_issues | 0 |
| closed_issues | 74 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 5 |
Ownership & stewardship
40At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 0/25 | Owner reach — 0 followers of andreyruby |
| 22.1/25 | Track record — 23 public repos, account ~13 yr old |
Inputs used
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | andreyruby |
| public_repos | 23 |
| account_age_days | 4,921 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
66
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 1 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 — 23 out of 23 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
40At risk
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
55
Security posture
44At risk
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 — 23 out of 23 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 |
| 0/7.5 | Code-Review — Found 0/25 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 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 | 4.4 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 71 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 71 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
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.
38
Agent context & guidance
23Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 22.9/40 | Legible commit history — 43 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.43 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
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 |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Gemfile.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Ruby without a type-check config |
| 55/55 | Manageable file sizes — 0/164 source files over 60KB |
Inputs used
| primary_language | Ruby |
| largest_source_bytes | 41,486 |
| source_files_sampled | 164 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
8GitHub stars
1contributors
50commits, last 12 months
0days since last push
48releases
1bus factor
0open issues
RubyGemspackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- rubygems package 'serega' points at a different repository (https://github.com/aglushkov/serega); excluded from ecosystem scoring
More detail
OpenSSF Scorecard 4.4 / 10
4.4aggregate
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 | 23 out of 23 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 |
| 0 | Code-Review | Found 0/25 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 17
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| RubyGems | rake | ~> 13.0 | Gemfile |
| RubyGems | ostruct | ~> 0.6.3 | Gemfile |
| RubyGems | rspec | ~> 3.0 | Gemfile |
| RubyGems | standard | ~> 1.42 | Gemfile |
| RubyGems | simplecov | ~> 0.21 | Gemfile |
| RubyGems | rubocop-rake | ~> 0.6 | Gemfile |
| RubyGems | rubocop-rspec | ~> 3.2 | Gemfile |
| RubyGems | rubocop-performance | ~> 1.22 | Gemfile |
| RubyGems | redcarpet | ~> 3.5 | Gemfile |
| RubyGems | allocation_stats | — | Gemfile |
| RubyGems | yard | — | Gemfile |
| RubyGems | mdl | ~> 0.13 | Gemfile |
| RubyGems | debug | >= 1.0 | Gemfile |
| RubyGems | pry-byebug | ~> 3.9 | Gemfile |
| RubyGems | activerecord | ~> 8.0 | Gemfile |
| RubyGems | sqlite3 | — | Gemfile |
| RubyGems | activerecord-jdbcsqlite3-adapter | — | Gemfile |
All dependencies 71
Full resolved dependency set from the GitHub dependency graph: 15 direct and 56 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| RubyGems | activerecord | 8.1.3 | direct |
| RubyGems | allocation_stats | 0.1.5 | direct |
| RubyGems | debug | 1.11.1 | direct |
| RubyGems | mdl | 0.17.0 | direct |
| RubyGems | ostruct | 0.6.3 | direct |
| RubyGems | rake | 13.4.2 | direct |
| RubyGems | redcarpet | 3.6.1 | direct |
| RubyGems | rspec | 3.13.2 | direct |
| RubyGems | rubocop-performance | 1.26.1 | direct |
| RubyGems | rubocop-rake | 0.7.1 | direct |
| RubyGems | rubocop-rspec | 3.10.2 | direct |
| RubyGems | simplecov | 0.22.0 | direct |
| RubyGems | sqlite3 | 2.9.5 | direct |
| RubyGems | standard | 1.55.0 | direct |
| RubyGems | yard | 0.9.44 | direct |
| RubyGems | activemodel | 8.1.3 | indirect |
| RubyGems | activesupport | 8.1.3 | indirect |
| RubyGems | ast | 2.4.3 | indirect |
| RubyGems | base64 | 0.3.0 | indirect |
| RubyGems | bigdecimal | 4.1.2 | indirect |
| RubyGems | chef-utils | 19.3.15 | indirect |
| RubyGems | concurrent-ruby | 1.3.7 | indirect |
| RubyGems | connection_pool | 3.0.2 | indirect |
| RubyGems | diff-lcs | 1.6.2 | indirect |
| RubyGems | docile | 1.4.1 | indirect |
| RubyGems | drb | 2.2.3 | indirect |
| RubyGems | erb | 6.0.4 | indirect |
| RubyGems | i18n | 1.15.2 | indirect |
| RubyGems | io-console | 0.8.2 | indirect |
| RubyGems | irb | 1.18.0 | indirect |
| RubyGems | json | 2.20.0 | indirect |
| RubyGems | kramdown | 2.5.2 | indirect |
| RubyGems | kramdown-parser-gfm | 1.1.0 | indirect |
| RubyGems | language_server-protocol | 3.17.0.6 | indirect |
| RubyGems | lint_roller | 1.1.0 | indirect |
| RubyGems | logger | 1.7.0 | indirect |
| RubyGems | minitest | 6.0.6 | indirect |
| RubyGems | mixlib-cli | 2.1.8 | indirect |
| RubyGems | mixlib-config | 3.0.27 | indirect |
| RubyGems | mixlib-shellout | 3.4.10 | indirect |
| RubyGems | parallel | 2.1.0 | indirect |
| RubyGems | parser | 3.3.11.1 | indirect |
| RubyGems | pp | 0.6.4 | indirect |
| RubyGems | prettyprint | 0.2.0 | indirect |
| RubyGems | prism | 1.9.0 | indirect |
| RubyGems | racc | 1.8.1 | indirect |
| RubyGems | rainbow | 3.1.1 | indirect |
| RubyGems | rbs | 4.0.3 | indirect |
| RubyGems | rdoc | 8.0.0 | indirect |
| RubyGems | regexp_parser | 2.12.0 | indirect |
| RubyGems | reline | 0.6.3 | indirect |
| RubyGems | rexml | 3.4.4 | indirect |
| RubyGems | rspec-core | 3.13.6 | indirect |
| RubyGems | rspec-expectations | 3.13.5 | indirect |
| RubyGems | rspec-mocks | 3.13.8 | indirect |
| RubyGems | rspec-support | 3.13.7 | indirect |
| RubyGems | rubocop | 1.87.0 | indirect |
| RubyGems | rubocop-ast | 1.50.0 | indirect |
| RubyGems | ruby-progressbar | 1.13.0 | indirect |
| RubyGems | securerandom | 0.4.1 | indirect |
| RubyGems | simplecov-html | 0.13.2 | indirect |
| RubyGems | simplecov_json_formatter | 0.1.4 | indirect |
| RubyGems | standard-custom | 1.0.2 | indirect |
| RubyGems | standard-performance | 1.9.0 | indirect |
| RubyGems | timeout | 0.6.1 | indirect |
| RubyGems | tomlrb | 2.0.4 | indirect |
| RubyGems | tsort | 0.2.0 | indirect |
| RubyGems | tzinfo | 2.0.6 | indirect |
| RubyGems | unicode-display_width | 3.2.0 | indirect |
| RubyGems | unicode-emoji | 4.2.0 | indirect |
| RubyGems | uri | 1.1.1 | indirect |
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 71 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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"body": "The Symbol/String short form raised a TypeError in the default batch value\nresolver when the attribute had no explicit :value option (validation\naccepted the form, but BatchResolver assumed a Hash). Handle Symbol/String\nloader names in the resolver and make the short form the primary spelling\nin REA\n[…]\nE and CHEATSHEET, keeping the hash form for sub-options.\n\nAlso fix README batch examples that used a `batch:` keyword in value\nprocs — the actual keyword is `batches:`; the examples raised as written.",
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"body": "BREAKING: an attribute block now defines a nested serializer instead of\nthe attribute value. The block is executed in the context of a new\nserializer class inherited from the base_serializer: attribute option or\nconfig.base_serializer (one of them is required). The attribute value\n(found by name or \n[…]\nes with a block are treated as relations by the :many option:\nmany: can be set on them, and the explicit_many_option plugin requires\nmany: for them, same as for attributes with the :serializer option.",
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"body": "Loading plugin :presenter in a base serializer previously wrapped every\nserialized object in a SimpleDelegator even when no presenter methods\nwere ever defined — pure overhead that also broke class checks\n(object.is_a?, Hash === object) in value callables and batch loaders.\n\nTrack user modifications\n[…]\nter after the first\nserialization enables wrapping on the next one — no stale caching.\n\nThe activerecord_preloads plugin unwraps objects via #__getobj__ only\nwhen the presenter is actually customized.",
"is_bot": false,
"headline": "Skip Presenter wrapping when Presenter class has no custom methods",
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"body": "Methods listed in this option (default [:itself, :__getobj__]) are\nnever auto-preloaded, as they return the serialized object itself and\nnot an association. Applies to the :method option of attributes with a\nserializer and to the delegate: {to:} option.\n\nPreviously method: :itself with auto_preload enabled generated a bogus\n:itself preload (and made hide_by_default = :auto hide the attribute).",
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"body": "Structs and Hashes are Enumerable, so the automatic :many detection\ntreated them as collections: a Struct was exploded into its member\nvalues and a Hash into [key, value] pairs, both failing with\nmisleading errors.\n\nAdd SeregaUtils::CollectionDetector util holding the detection logic\n(Enumerable, ex\n[…]\nalizer#serialize_mode and the root plugin build_root\nfallback.\n\nRemove the \"specify many: false for Structs\" workaround notes from\nREADME and CHEATSHEET and the workaround itself from presenter specs.",
"is_bot": false,
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"body": "Replace the recursive per-object walk with a level-by-level engine. Instead of descending into each object and deferring batch attributes\nthrough attach-closures, serialization now proceeds one level at a time: all\nobjects that share a plan (e.g. every post's comments, gathered from every post)\nare \n[…]\n, so a presenter that overrides the batch id method no\n longer produces a key mismatch that silently dropped the loaded value. Loaders\n that relied on the raw objects should unwrap with #__getobj__.",
"is_bot": false,
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"body": "Relations and preloads are routed through the batch phase only so their\nobjects are gathered per level and preloads run — the value itself comes\nfrom the attribute's own resolver. Previously each such attribute\nregistered a distinct `__auto_batch_<name>__` identity loader that built a\n`{obj => obj}`\n[…]\n— so the named predicate makes the\nintended, narrower criterion explicit.\n\nNo behavior change; existing hide/serialization specs pass, plus a test\nasserting auto-batched attributes register no loader.",
"is_bot": false,
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"body": "Values of batch-loaded attributes (relations, :preload, explicit :batch)\nare resolved during the batch attach phase, not the synchronous walk, so\nerrors raised there escaped the \"(when serializing '<name>' attribute in\n<Serializer>)\" annotation that inline attributes get — a relation whose\nvalue rai\n[…]\ne annotate-and-reraise logic (previously duplicated in the object\nserializer and the batch loader, which is how the two paths drifted) into\na single SeregaUtils::SerializedAttributeError used by both.",
"is_bot": false,
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"headline": "Release v0.37.1",
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"committed_at": "2026-07-08T13:07:12Z",
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"oid": "58b2172cecaad4a27685b490d43214a7de900d0a",
"body": "Clarify that preload_with runs once per preloaded attribute (the same\n:preload on several attributes calls it once each, so a custom handler\nshould skip already-loaded data), and that the :preload value is a\ndiscriminator the user controls — distinct values let the handler branch\nwithout the value being a real association name. Add owner/author\nexamples to README and CHEATSHEET.",
"is_bot": false,
"headline": "Document :preload value as a per-attribute discriminator",
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"body": "Batch attributes reserve their slot in the result hash with a nil\nplaceholder before the loaded value is known, then backfill it after\nthe batch loads. When an :if_value/:unless_value condition hid such an\nattribute, `attach_final_value` returned early without setting a value\nbut left the reserved k\n[…]\nppeared in the\noutput with a nil value instead of being omitted.\n\nDelete the reserved key when a value condition hides the attribute\n(a no-op for inline attributes, which never reserve a placeholder).",
"is_bot": false,
"headline": "Fix :if_value/:unless_value hiding batch attributes",
"author_name": "Andrey",
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"committed_at": "2026-07-08T12:41:40Z",
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"body": "Fix batch loading so a named loader reused by several attributes runs once\nfor the whole set of objects instead of once per attribute.\n\nIntroduce SeregaBatch::Level: one per plan level, holding the objects\nserialized at that level and a results cache keyed by loader identity. A\nnamed batch loader re\n[…]\nper named loader\n- freeze a level's objects on the first load, sealing the read-only set a\n loader and the preload_with handler receive and turning a stray later\n add_objects into a loud FrozenError",
"is_bot": false,
"headline": "Batch load once per plan level",
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"body": "### The `preload_with` handler\n\nRegister a preload handler on a serializer with the `preload_with` class\nmethod, given either a **block** or a **single callable**. The handler:\n\n- accepts two positional arguments — `(objects, preloads)`\n- is the generic seam for performing eager loading: with anothe\n[…]\nic preload seam — usable with any ORM or with plain non-ORM\nobjects — with a minimal `MyORM.preload(objects, preloads)` example; the\n`:preload` passthrough and the `preload: true` rejection are noted.",
"is_bot": false,
"headline": "Add custom `preload_with` block — preload data by your own rules",
"author_name": "Andrey",
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"committed_at": "2026-07-08T07:51:28Z",
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"oid": "531768c6afd7896ea087665fcda65006a85a349d",
"body": "Make serialization use one execution model: every attribute with `:serializer`\nor `:preload` (and no explicit `:batch`) is auto-batched in core. Each batched\nattribute preloads its own associations onto the records gathered during\nserialization, so per-attribute preloading replaces the merged-hash a\n[…]\nss\nnon-ActiveRecord boundaries while keeping pure-ActiveRecord query counts.\n\nRemove the now-unused `:preload_path` option, the PreloadPaths util and its\nvalidator, and the ActiveRecordObjects helper.",
"is_bot": false,
"headline": "Route every relation through the batch mechanism",
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"oid": "1e833a07939b511c8260ed9754fe12475e266c8a",
"body": "`config.hide_by_default` no longer accepts an Array of symbols\n(`[:preload]`, `[:batch]`, `[:preload, :batch]`). Use the single `:auto`\nsymbol instead, which hides any attribute declared with `:preload` or `:batch`.\n`true` and `false` are unchanged.",
"is_bot": false,
"headline": "feat!: replace hide_by_default Array with :auto symbol",
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"body": "… explicit",
"is_bot": false,
"headline": "Refactor: use while-loop in load_all to make dynamic iteration intent…",
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"is_bot": false,
"headline": "Add initial CHEETSHEET",
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"headline": "Release v0.36.0",
"author_name": "Andrey",
"author_login": null,
"committed_at": "2026-05-12T09:56:16Z",
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"body": "- Split linting (rubocop, mdl, codespell) into a dedicated job that runs\n in parallel with the test matrix instead of conditionally inside it\n- Bump actions/checkout v4 → v6\n- Add Ruby 3.3 + ActiveRecord 8.0 to the test matrix\n- Re-enable ruby head with continue-on-error: true\n- Switch codespell install from pip to pipx with venv caching",
"is_bot": false,
"headline": "Modernize CI workflow",
"author_name": "Andrey",
"author_login": null,
"committed_at": "2026-05-12T09:47:03Z",
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"body": "Remove Ruby 2.6 and 2.7 from CI matrix, replace Ruby 3.1 with 3.2\nagainst ActiveRecord 7.2. Delete the 5.2 and 6.1 gemfiles that were\nonly needed for those older Rubies. Bump required_ruby_version to\n>= 3.2.0 in gemspec and remove the rubocop UseAnonymousForwarding\nworkaround that existed for Ruby 2.7 compatibility.",
"is_bot": false,
"headline": "Drop Ruby < 3.2 support",
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"oid": "284386123e2d796683735c0a16edd8152f72b517",
"body": "Introduces SeregaDataBuilder which converts serialized Hash/Array output\ninto a tree of Ruby Data immutable value objects (Ruby 3.2+). Nested\nserialized relations are recursively converted using the serialization\nplan structure. Data classes are cached per unique field set.\n\nPlugin :root overrides to_data to wrap the result in an outer Data\nobject covering the root key and any metadata keys, with arbitrary\nmetadata hashes/arrays recursively converted via deep_hash_to_data.",
"is_bot": false,
"headline": "Add .to_data / #to_data — serialize to Ruby Data objects",
"author_name": "Andrey",
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"oid": "a44c4d5d697f5e3b20426a7b4d45e4efe0b79741",
"body": "Add \"2_ctx\" as a valid signature for :if, :unless, :if_value and\n:unless_value options. Flexible procs (non-lambda) with no declared\nparameters are classified as \"2_ctx\" by MethodSignature, so rejecting\nthis signature was incorrectly preventing bare procs like `proc { false }`\nfrom being used as conditions.\n\nAlso add DataBuilderClassMethods to handle plans where some attributes\nwere skipped by conditions, building the Data class from the\nactually-present keys.",
"is_bot": false,
"headline": "Plugin :if — accept (object, context, :ctx) proc signature",
"author_name": "Andrey",
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"is_bot": false,
"headline": "Release v0.35.0",
"author_name": "Andrey",
"author_login": null,
"committed_at": "2026-04-30T11:06:25Z",
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"oid": "0c771199a467a809f5df9154f00a2c15cf3c1d68",
"body": "- Presenter#initialize now accepts context and exposes it via private __ctx__\n- serialize_object passes context when constructing the Presenter\n- Update README and plugin docs with before/after example and full explanation\n- Add CHANGELOG entry",
"is_bot": false,
"headline": "Add context access inside Presenter via __ctx__",
"author_name": "Andrey",
"author_login": null,
"committed_at": "2026-04-30T09:52:12Z",
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"oid": "613af9d3ae09e5ae74d0c6406e81472ac04d4608",
"body": null,
"is_bot": false,
"headline": "Fix manual release steps",
"author_name": "Andrey",
"author_login": null,
"committed_at": "2026-04-29T14:50:10Z",
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"oid": "a78a8405b47b3d2c526e19686a8c20d53c191cc2",
"body": null,
"is_bot": false,
"headline": "Release v0.34.0",
"author_name": "Andrey",
"author_login": null,
"committed_at": "2026-04-29T14:04:33Z",
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},
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"oid": "acfacd27d77cd344262543aaacb148e49fc5cecb",
"body": "Accepts false (default), true (hide all), or an array of symbols\n(:preload, :batch) to hide only attributes that use those options.\nAttribute-level hide: true/false always takes precedence over the config.",
"is_bot": false,
"headline": "Replace config.auto_hide with config.hide_by_default",
"author_name": "Andrey",
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"committed_at": "2026-04-29T13:39:53Z",
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},
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"oid": "328ba2a36cbef2f7a0fcc3aaccef36ef4a5e64b4",
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"is_bot": false,
"headline": "Release v0.33.2",
"author_name": "Andrey",
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"committed_at": "2026-04-05T12:54:35Z",
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"body": null,
"is_bot": false,
"headline": "Allow TrueClass as a modifier value in ToHash",
"author_name": "Andrey",
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"body": "After ruby JSON gem becomes faster in\n[2.8.0 version](https://github.com/ruby/json/releases/tag/v2.8.0),\nthere are no sence to keep this functionality",
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"headline": "Remove `to_json` and `as_json` methods and config options",
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"body": "`:odd?.to_proc` was not a `lambda`, so we should check NO_NAMED_REST_PARAM\nbefore we check proc is not lambda",
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"headline": "Fix parameters count for old rubies (2.6 and 2.7)",
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"is_bot": false,
"headline": "Allow to provide context to formatter",
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"headline": "Allow to provide :const and :value options to meta_attributes of `:me…",
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"headline": "Allow to provide callable values without parameters",
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"is_bot": false,
"headline": "Better count procs parameters",
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"is_bot": false,
"headline": "Add codespell to CI",
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"headline": "Start coverage only on ruby 3.2. versions",
"author_name": "Andrey Glushkov",
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"body": "… arguments\n\nhttps://github.com/aglushkov/serega/issues/102\n\n- Allow to provide callable/lambdas objects with 1-2 args as attribute\n :value object\n- Allow to provide callable/lambdas with 1 arg as formatters\n- Allow to provide callable/lambdas with 0-2 args as :if plugin options\n- Allow to provide \n[…]\nst 1 argument\n- Attribute batch :loader option now requires to have at least 1 argument\n- Attribute :format option and associated configurated formatter\n (from formatters plugin) must have 1 argument",
"is_bot": false,
"headline": "Allow all options to accept callable values with differrent number of…",
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"headline": "Fix depth_limit plugin link in README",
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"headline": "Release v0.16.0",
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"body": ":depth_limit plugin that helps to secure from malicious queries that\nrequire to serialize too much or from accidental serializing of objects with\ncyclic relations",
"is_bot": false,
"headline": "Add :depth_limit plugin",
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{
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{
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"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"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": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 71 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 71
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 71,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 71,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"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": 38,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 23,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.43,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "43 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 22.9,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 43,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Gemfile.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".rubocop.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".rubocop.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Ruby",
"largest_source_bytes": 41486,
"source_files_sampled": 164,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Ruby without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Ruby"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/164 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 164,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? 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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"rubygems package 'serega' points at a different repository (https://github.com/aglushkov/serega); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-28T20:27:10.883704Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/andreyruby/serega.svg",
"full_name": "andreyruby/serega",
"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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — RubyGems.