Public recordGood
Software health reportschema 0.27.0 · metrics 2.2.0 · 2026-07-31 21:15 UTC
Shopify / heap-profiler
Ruby heap profiler
Shopify/heap-profiler holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Community & Adoption (67/100) and lowest on AI Readiness (51/100). It was last updated today. A single contributor accounts for most of its recent work.
77
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.
77
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 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).
Ownership
ShopifyOrganization
8,369 followers1,220 public repossince Apr 2008
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 | heap-profiler | 0.9.0 | - | 18 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
65
Development activity
60Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 11.3/18 | Commit volume — 17 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 17 |
| human_commit_share | 0.97 |
| days_since_last_push | 0 |
| active_weeks_last_year | 4 |
Release discipline
72Good
How it's scored
| 16.2/27 | Ships releases — 9 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 0 days ago |
| 12.6/27 | Release cadence — a release every ~273.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 9 |
| latest_release_tag | v0.9.0 |
| releases_from_tags | yes |
| days_since_latest_release | 0 |
| mean_days_between_releases | 273.5 |
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?
67
Popularity & adoption
59Moderate
How it's scored
| 38.9/60 | Stars — 251 stars |
| 6.5/25 | Forks — 7 forks |
| 13.8/15 | Watchers — 306 watchers |
Inputs used
| forks | 7 |
| stars | 251 |
| watchers | 306 |
| 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)
82Excellent
How it's scored
| 65.8/80 | Total downloads — 2,142,881 downloads all-time across rubygems |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | heap-profiler |
| dependents | — |
| ecosystems | rubygems |
| total_downloads | 2,142,881 |
| 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?
67
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 7.6/22.5 | Commit distribution — top contributor authored 66% of commits |
| 8.1/13.5 | Contributor breadth — 6 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 14 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0.663 |
How it's scored
| 25.2/42 | Issue resolution — 60% of issues closed |
| 26.7/30 | PR acceptance — 16/18 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 5/14 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 16 |
| open_issues | 2 |
| closed_issues | 3 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.6 |
| closed_unmerged_prs | 2 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
80Excellent
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 8,369 followers of Shopify |
| 25/25 | Track record — 1,220 public repos, account ~18 yr old |
Inputs used
| followers | 8,369 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Shopify |
| public_repos | 1,220 |
| account_age_days | 6,675 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on rubygems |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 18 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | heap-profiler |
| ecosystems | rubygems |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
67
Engineering practices
78Good
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .rubocop.yml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard: CI-Tests — 6 out of 8 merged PRs checked by a CI test -- score normalized to 7 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
65
Security posture
56Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.8/2.5 | CI-Tests — 6 out of 8 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 5/14 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 14 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 12 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 |
| 4.5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.6 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Exceptional
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 | 2 |
| affected_packages | 1 |
| assessed_packages | 22 |
| unassessed_packages | 0 |
| affected_by_severity | high 1 |
| 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 22 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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
51
Agent context & guidance
14Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 13.7/40 | Legible commit history — 25 of 97 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.258 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
62Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .rubocop.yml |
| 11/11 | Static type checking — C++ (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 8/8 | Automated maintenance — 2 of the last 100 commits are automated dependency updates |
| 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 | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.02 |
Code legibility for models
96Exceptional
How it's scored
| 45/45 | Type-checkable code — C++ (statically typed) |
| 50.8/55 | Manageable file sizes — 2/26 source files over 60KB |
Inputs used
| primary_language | C++ |
| largest_source_bytes | 7,724,701 |
| source_files_sampled | 26 |
| oversized_source_files | 2 |
Key facts
251GitHub stars
6contributors
17commits, last 12 months
0days since last push
9releases
1bus factor
2open issues
RubyGemspackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 7 ⇿
0Stars
7Forks
1Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 1Patch 0
Each point covers 4 days.
OpenSSF Scorecard 5.6 / 10
5.6aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 7 | CI-Tests | 6 out of 8 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 5/14 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 14 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 12 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 |
| 9 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direct dependencies 7
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| RubyGems | rake | — | Gemfile |
| RubyGems | rake-compiler | — | Gemfile |
| RubyGems | minitest | ~> 5.0 | Gemfile |
| RubyGems | byebug | — | Gemfile |
| RubyGems | rubocop-shopify | — | Gemfile |
| RubyGems | benchmark-ips | — | Gemfile |
| RubyGems | stackprof | — | Gemfile |
All dependencies 22
Full resolved dependency set from the GitHub dependency graph: 7 direct and 15 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| RubyGems | benchmark-ips | 2.14.0 | direct |
| RubyGems | byebug | 12.0.0 | direct |
| RubyGems | minitest | 5.26.2 | direct |
| RubyGems | rake | 13.3.1 | direct |
| RubyGems | rake-compiler | 1.3.0 | direct |
| RubyGems | rubocop-shopify | 1.0.7 | direct |
| RubyGems | stackprof | 0.2.27 | direct |
| RubyGems | ast | 2.4.3 | indirect |
| RubyGems | json | 2.17.1 | indirect |
| RubyGems | language_server-protocol | 3.17.0.5 | indirect |
| RubyGems | lint_roller | 1.1.0 | indirect |
| RubyGems | parallel | 1.27.0 | indirect |
| RubyGems | parser | 3.3.10.0 | indirect |
| RubyGems | prism | 1.6.0 | indirect |
| RubyGems | racc | 1.8.1 | indirect |
| RubyGems | rainbow | 3.1.1 | indirect |
| RubyGems | regexp_parser | 2.11.3 | indirect |
| RubyGems | rubocop | 1.81.7 | indirect |
| RubyGems | rubocop-ast | 1.48.0 | indirect |
| RubyGems | ruby-progressbar | 1.13.0 | indirect |
| RubyGems | unicode-display_width | 3.2.0 | indirect |
| RubyGems | unicode-emoji | 4.2.0 | indirect |
Dependency advisories 1
This repository publishes no package the index resolves, so its own dependency graph was assessed — 22 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| json | 2.17.1 | indirect | high | 2 | 2.19.9 |
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
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 10272,
"has_wiki": true,
"homepage": null,
"languages": {
"C++": 10487116,
"Ruby": 57003,
"Shell": 340
},
"pushed_at": "2026-07-31T18:35:35Z",
"created_at": "2020-07-22T12:24:10Z",
"owner_type": "Organization",
"updated_at": "2026-07-31T17:35:56Z",
"description": "Ruby heap profiler",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "C++",
"significant_languages": [
"C++"
]
},
"owner": {
"blog": "https://shopify.engineering/",
"name": "Shopify",
"type": "Organization",
"login": "Shopify",
"company": null,
"location": "The Internet",
"followers": 8369,
"avatar_url": "https://avatars.githubusercontent.com/u/8085?v=4",
"created_at": "2008-04-21T18:02:10Z",
"is_verified": null,
"public_repos": 1220,
"account_age_days": 6675
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-07-31T17:35:31Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2023-02-27T21:45:48Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2021-09-15T23:21:32Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2021-08-05T12:36:53Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2021-01-30T11:28:33Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2021-01-26T15:39:10Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2021-01-12T11:07:52Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2020-08-19T08:31:39Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2020-08-03T16:27:21Z"
}
],
"recent_commits": [
{
"oid": "72d5298f09334bb6a468cc50276dc6ce696b5877",
"body": "Bump version to 0.9.0",
"is_bot": false,
"headline": "Merge pull request #25 from Shopify/rwstauner/publish090",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-31T17:35:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5aea7aded403f7ee1d43cf31ca208dfa8eb8b517",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.9.0",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-31T00:29:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08a1ce2c825b75beeb10ce10a4bd7f9fe444bce5",
"body": "Accept --(no-)color option for CLI to force (no)colorization",
"is_bot": false,
"headline": "Merge pull request #24 from Shopify/rwstauner/cli-color",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-31T00:22:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4dde9f48aa80fe2c6c119491a0061631a897df67",
"body": null,
"is_bot": false,
"headline": "Accept --(no-)color option for CLI to force (no)colorization",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-30T15:02:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c05b3a0fb94496811cbf4751dcdd4e08222cf2b",
"body": "Use fread with fixed-size chunks to avoid slurping whole files",
"is_bot": false,
"headline": "Merge pull request #23 from Shopify/rwstauner/use-less-memory",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-30T14:48:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f85a5abfb431c26e9021d0488ef94bb8a0f7e4b7",
"body": "With a large app we built a 34GB allocated.heap file.\nSlurping the whole file can cause the container to run out of memory.\nIf we only load subset of the file while parsing we can reduce the\namount of memory required to build the report.\n\nThis change produces the same report as before but with much \n[…]\n 96% cpu 6:09.32 total max RSS 12446080\n\nmacos\n before 445.11s user 105.17s system 89% cpu 10:12.34 total max RSS 21341488\n after 438.65s user 35.13s system 99% cpu 7:56.49 total max RSS 12160720",
"is_bot": false,
"headline": "Use fread with fixed-size chunks to avoid slurping whole files",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-29T00:22:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f7c3b387d324574d966cfe1d1a986d7194d957a6",
"body": null,
"is_bot": false,
"headline": "Test that a malformed json value raises",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-29T00:22:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfa714fdcc10a7b6c637fc6da5eba51decb2d717",
"body": null,
"is_bot": false,
"headline": "Test batch-size splits documents but yields each one",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-29T00:22:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8aa6d173da50f091f02f2c660fc89e325906f5a1",
"body": null,
"is_bot": false,
"headline": "Test truncated heap file",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-29T00:22:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "770103cbf914ddd5f82d950a0911eaa3c8bf92f5",
"body": null,
"is_bot": false,
"headline": "Fix generation check",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-29T00:22:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3470529814c3cbd8c29891938a695912b4867e2",
"body": "Upgrade to simdjson 4.6.4",
"is_bot": false,
"headline": "Merge pull request #22 from Shopify/rwstauner/simdjson-upgrade",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-27T15:54:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57479e3e1d3564f3e65dbaa9e395eb92e55ecc24",
"body": null,
"is_bot": false,
"headline": "Upgrade to simdjson 4.6.4",
"author_name": "Randy Stauner",
"author_login": "rwstauner",
"committed_at": "2026-07-25T19:51:09Z",
"body_truncated": false,
"is_coding_agent": false
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"headline": "Refine T_DATA class inference",
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"headline": "Merge pull request #3 from Shopify/update-bundler-2.2.22-1",
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"headline": "CLI: allow to set simdjson batch size, and gracefully handle capacity…",
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"headline": "Remove forgotten debug statement",
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"headline": "Run GC.verify_compaction_references on CI",
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"headline": "Appease rubocop",
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"avatar_url": "https://avatars.githubusercontent.com/u/19192189?v=4"
},
{
"type": "User",
"login": "Edouard-chin",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/8122246?v=4"
},
{
"type": "User",
"login": "benoittgt",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/8417720?v=4"
},
{
"type": "User",
"login": "paarthmadan",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/8986140?v=4"
}
],
"contributors_sampled": 6,
"top_contributor_share": 0.663
},
"quality_signals": {
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"has_tests": true,
"ci_workflows": [
"cibuildgem.yaml",
"tests.yml"
],
"has_docs_dir": false,
"linter_configs": [
".rubocop.yml"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"Gemfile.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
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"reason": "6 out of 8 merged PRs checked by a CI test -- score normalized to 7",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 3,
"reason": "Found 5/14 approved changesets -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 14 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
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"reason": "12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
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"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 9,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 8,
"reason": "2 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "72d5298f09334bb6a468cc50276dc6ce696b5877",
"ran_at": "2026-07-31T21:14:52Z",
"aggregate_score": 5.6,
"scorecard_version": "v5.5.0"
},
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"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
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"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-31T17:35:31Z",
"ci_last_conclusion": "SUCCESS",
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{
"number": 14,
"created_at": "2023-09-20T19:08:33Z",
"last_comment_at": "2023-09-21T17:01:12Z",
"last_comment_author": "segiddins"
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{
"number": 18,
"created_at": "2024-11-26T18:28:28Z",
"last_comment_at": null,
"last_comment_author": null
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]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/Shopify/heap-profiler",
"host": "github.com",
"name": "heap-profiler",
"owner": "Shopify"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
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"calibrated": 77,
"calibration": "2026-08-02"
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],
"value": 77,
"inputs": {
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"vitality": 65,
"community": 67,
"governance": 67,
"calibration": "2026-08-02",
"engineering": 67,
"ai_readiness": 51,
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"components": []
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"categories": [
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"band": "good",
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"value": 65,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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"human_commit_share": 0.97,
"days_since_last_push": 0,
"active_weeks_last_year": 4
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"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
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"status": "met",
"details": [
{
"code": "push_recency",
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],
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{
"key": "commit_cadence",
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"points": 2.8,
"status": "partial",
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],
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{
"key": "commit_volume",
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"detail": "17 commits in the last year",
"points": 11.3,
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
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]
},
{
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"components": [
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"key": "ships_releases",
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{
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{
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{
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},
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"key": "abandonment",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"key": "project_is_still_maintained",
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],
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{
"key": "community",
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"weight": 0.17,
"metrics": [
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"key": "popularity",
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"notes": [],
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"stars": 251,
"watchers": 306,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
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"key": "stars",
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"points": 38.9,
"status": "partial",
"details": [
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"code": "stars",
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "7 forks",
"points": 6.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
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}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "306 watchers",
"points": 13.8,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 306
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}
],
"max_points": 15
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]
},
{
"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
},
"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",
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{
"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",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 82,
"inputs": {
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"dependents": null,
"ecosystems": "rubygems",
"total_downloads": 2142881,
"monthly_downloads": null
},
"components": [
{
"key": "total_downloads",
"name": "Total downloads",
"detail": "2,142,881 downloads all-time across rubygems",
"points": 65.8,
"status": "partial",
"details": [
{
"code": "downloads_total",
"params": {
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"ecosystems": "rubygems"
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}
],
"max_points": 80
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{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
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],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"value": 67,
"weight": 0.23,
"metrics": [
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"key": "maintainer_resilience",
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"notes": [],
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"inputs": {
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"components": [
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"key": "bus_factor",
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"details": [
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"points": 7.6,
"status": "partial",
"details": [
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}
],
"max_points": 22.5
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{
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"detail": "6 contributors",
"points": 8.1,
"status": "partial",
"details": [
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"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"points": 10,
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"details": [],
"max_points": 10
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]
},
{
"key": "responsiveness",
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"notes": [
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"code": "excluded_no_data",
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{
"code": "weights_renormalized",
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"prs_merged_30d": null,
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"components": [
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{
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"status": "partial",
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{
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
"band": "excellent",
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"note": null,
"notes": [],
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"inputs": {
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"owner_login": "Shopify",
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"components": [
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{
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"points": 0,
"status": "missed",
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},
{
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"status": "met",
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{
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{
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"inputs": {
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{
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"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "18 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 18
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 67,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".rubocop.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".rubocop.yml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "6 out of 8 merged PRs checked by a CI test -- score normalized to 7",
"points": 14,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 65,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "6 out of 8 merged PRs checked by a CI test -- score normalized to 7",
"points": 1.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 5/14 approved changesets -- score normalized to 3",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 14 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "12 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",
"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 detected",
"points": 4.5,
"status": "partial",
"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": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"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 22 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": 22
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 2,
"affected_packages": 1,
"assessed_packages": 22,
"unassessed_packages": 0,
"affected_by_severity": "high 1",
"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": "exceptional",
"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": 22,
"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
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 15
},
"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": 51,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 14,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.258,
"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": "25 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 13.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 25,
"sampled": 97
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Gemfile.lock"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.02
},
"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": "C++ (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"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": "2 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 2,
"sampled": 100
}
}
],
"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": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 96,
"inputs": {
"primary_language": "C++",
"largest_source_bytes": 7724701,
"source_files_sampled": 26,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C++ (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/26 source files over 60KB",
"points": 50.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 26,
"oversized": 2
}
}
],
"max_points": 55
}
]
}
],
"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)."
}
],
"metrics_version": "2.2.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-31T21:15:09.396482Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/Shopify/heap-profiler.svg",
"full_name": "Shopify/heap-profiler",
"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 v2.2.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — RubyGems.