Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 20:10 UTC

QuantConnect / IBAutomater

Automates IB Gateway start, stopping and restarting.

Java · C#Apache-2.0★ 143 stars⑂ 62 forkssince Apr 2019View on GitHub ↗

QuantConnect/IBAutomater holds a health index of 49 out of 100, placing it in the At risk band. It scores highest on Sustainability & Governance (71/100) and lowest on Vitality (30/100). It was last updated today. A single contributor accounts for most of its recent work.

49
overall / 100
At risk

Software 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.

49
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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

QuantConnectOrganization
1,929 followers93 public repossince Mar 2013

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
NuGetQuantConnect.IBAutomater2.0.90-1430 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

30At risk · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
2.8/36Commit cadence — 4/52 weeks with commits
7.6/18Commit volume — 6 commits in the last year
3/10OpenSSF Scorecard: Maintained — 3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3
Inputs used
commits_last_year6
human_commit_share1
days_since_last_push0
active_weeks_last_year4
How it's scored
0/27Ships releases — no releases published
0/36Release recency — no releases
0/27Release cadence — no releases
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count0
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?

58Moderate · 18% of overall
How it's scored
34.9/60Stars — 143 stars
14.9/25Forks — 62 forks
6/15Watchers — 13 watchers
Inputs used
forks62
stars143
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
58.1/80Total downloads — 391,733 downloads all-time across nuget
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesQuantConnect.IBAutomater
dependents
ecosystemsnuget
total_downloads391,733
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?

71Good · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
10.6/22.5Commit distribution — top contributor authored 53% of commits
13.5/13.5Contributor breadth — 10 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled10
top_contributor_share0.529
How it's scored
32.7/46.8Issue resolution — 70% of issues closed
33.8/38.3PR acceptance — 75/85 decided PRs merged
7.5/15OpenSSF Scorecard: Code-Review — Found 12/24 approved changesets -- score normalized to 5
Inputs used
merged_prs75
open_issues6
closed_issues14
issue_closed_ratio0.7
closed_unmerged_prs10
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
23.6/25Owner reach — 1,929 followers of QuantConnect
25/25Track record — 93 public repos, account ~13 yr old
Inputs used
followers1,929
owner_typeOrganization
is_verified
owner_loginQuantConnect
public_repos93
account_age_days4,873
How it's scored
25/25Published & resolvable — 1 package(s) on nuget
35/35Publish recency — latest publish 0 days ago
20/20Version history — 143 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesQuantConnect.IBAutomater
ecosystemsnuget
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

37At risk · 20% of overall
How it's scored
0/24CI workflows
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 22 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_cino
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.lean.io
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://www.lean.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

50Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 22 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 12/24 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
2.2/7.5Maintained — 3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate3.7
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages2
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 2 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.

41At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
25.6/40Legible commit history — 48 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.48
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — CSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj, QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj (toolchain convention, no task runner)
0/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
0/10Reproducible environment
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsno
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.02
toolchain_manifestsCSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj, QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Java (statically typed)
50.8/55Manageable file sizes — 1/13 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes61,522
source_files_sampled13
oversized_source_files1

Key facts

143GitHub stars
10contributors
6commits, last 12 months
0days since last push
0releases
1bus factor
6open issues
NuGetpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 62 ⇿
0Stars
62Forks

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.

013253850636222019-062023-012026-07

Each point covers 7 days.

OpenSSF Scorecard 3.7 / 10
3.7aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 20:10 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 22 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 12/24 approved changesets -- score normalized to 5
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
3Maintained3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
NuGetNewtonsoft.Json13.0.2CSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj
NuGetNodaTime3.0.5CSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj
NuGetNewtonsoft.Json13.0.2QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj
NuGetNodaTime3.0.5QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj
All dependencies 2

Full resolved dependency set from the GitHub dependency graph: 2 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
NuGetNewtonsoft.Json13.0.2direct
NuGetNodaTime3.0.5direct
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 2 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
{
  "data": {
    "repo": {
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      "homepage": "https://www.lean.io",
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        "Java": 89773,
        "Shell": 252
      },
      "pushed_at": "2026-07-22T19:35:39Z",
      "created_at": "2019-04-10T12:06:19Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-22T19:36:11Z",
      "description": "Automates IB Gateway start, stopping and restarting.",
      "is_archived": false,
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      "license_spdx": "Apache-2.0",
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      "significant_languages": [
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    "owner": {
      "blog": "https://www.quantconnect.com",
      "name": "QuantConnect",
      "type": "Organization",
      "login": "QuantConnect",
      "company": null,
      "location": "United States of America",
      "followers": 1929,
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    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [],
      "recent_commits": [
        {
          "oid": "f077832bf24a338f4ee09513a4210f7547754ef3",
          "body": "… bypasses (#104)\n\n* Handle Market Order Confirmation window\n\nSelects the \"Don't display this message again.\" check box and clicks\nthe \"Accept and Continue\" button when the Market Order Confirmation\nwindow is detected. Bumps version to 2.0.90.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n[…]\nutton/check box diagnostics and the\n\"IBKR Gateway\" unknown window dump from the same commit are kept, as\nlater commits build on them.\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Handle order confirmation windows and select all API order precaution…",
          "author_name": "Alexandre Catarino",
          "author_login": "AlexCatarino",
          "committed_at": "2026-07-22T19:35:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b10349bbe6669c9b9984aa01ff1d7fd6ee385105",
          "body": "Co-authored-by: Alexandre Catarino <AlexCatarino@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Avoid IOException when log file is in use (#87)",
          "author_name": "Omid K. Rad",
          "author_login": "omidkrad",
          "committed_at": "2026-07-21T19:54:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5ff4e95a7495333ef6d541843f32a7fe78f94a8b",
          "body": "Fix 2fa retry loop",
          "is_bot": false,
          "headline": "Merge pull request #103 from jhonabreul/bug-2fa-retries",
          "author_name": "Jhonathan Abreu",
          "author_login": "jhonabreul",
          "committed_at": "2026-06-03T18:47:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef46b5c5d74a5a410524f0996c367d315d9a424b",
          "body": "- New IB Gateway rename Exit Application button to Cancel",
          "is_bot": false,
          "headline": "Handle existing session window in new IB Gateway (#101)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-10-15T19:13:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bc9d2b674aafd68acf1c29d56ac1286c119088e",
          "body": "* TEST\n\n* Minor fixes\n\n* Bump IB automater version to 2.0.87\n\n---------\n\nCo-authored-by: Jhonathan Abreu <jdabreu25@gmail.com>",
          "is_bot": false,
          "headline": "Feature 2FA timeout retry handling (#100)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-10-15T15:49:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff1e98f1b6e772b80f86dad0fa25067c68bbfe9b",
          "body": "This reverts commit 0d4d1ab2fc744319943fd9ac5c8d93173ac5cc18.",
          "is_bot": false,
          "headline": "Revert \"Stop unknown windows from stopping authentication (#96)\" (#97)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-08-12T21:47:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d4d1ab2fc744319943fd9ac5c8d93173ac5cc18",
          "body": null,
          "is_bot": false,
          "headline": "Stop unknown windows from stopping authentication (#96)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-08-12T17:38:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc335ef4072d284cc72063565220e42ee175a6fe",
          "body": "- Uncheck 'Use Account Groups with Allocation Methods', which avoids\n  order properties from being able to specify the allocation method",
          "is_bot": false,
          "headline": "Uncheck 'Use Account Groups with Allocation Methods' (#94)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-03-20T19:54:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "043b3cabf89b512378f3ee28e8559db458b422cb",
          "body": null,
          "is_bot": false,
          "headline": "Minor typo tweak on pending account-task (#93)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-03-07T16:34:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24325ad213c470eeb07f913973e903f780d2f77a",
          "body": "* Use account groups with allocation methods\n\n* Fail on Login Messages\n\n* Bump to 2.0.84",
          "is_bot": false,
          "headline": "Fail on login messages & use account groups for FA (#92)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-03-06T23:32:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b852fca819a81f1e7a20cfa34c67e36f408c712",
          "body": "* Handle login messages window\n\n* Export IB API logs too\n\n* Adjust new error message\n\n* Version bump 2.0.83\n\n* Minor fix",
          "is_bot": false,
          "headline": "Try handling login messages (#91)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2025-03-06T15:20:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7a3c7f0278b6d17879676888aeb5d8f609cee9b",
          "body": "* Fix for ib gateway 10.30\n\nManually triggering soft restart to ensure automater is attached to the gateway process\n\n* Minor changes\n\n* Minor fixes\n\n* Bump version to 2.0.82",
          "is_bot": false,
          "headline": "Upgrade IB Gateway version (#90)",
          "author_name": "Jhonathan Abreu",
          "author_login": "jhonabreul",
          "committed_at": "2025-03-03T15:30:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c00a1053ffd9db3d8aa0bf683fc9b124ef3795de",
          "body": "* dotnet 9\r\n\r\n* Bump version and normalize newtonsoft with lean",
          "is_bot": false,
          "headline": "Dotnet 9 (#89)",
          "author_name": "Martin-Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2024-12-20T20:48:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f7c28c389a036b6dbc9dc3b3b417e0dab9dedfa",
          "body": "* First draft of the solution\r\n\r\n* Update version",
          "is_bot": false,
          "headline": "Fix bug `IBAutomater.sh` not found (#88)",
          "author_name": "Ricardo Andrés Marino Rojas",
          "author_login": "Marinovsky",
          "committed_at": "2024-10-18T21:15:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99b003d9a24d544abbbefabd64b739c3bff221e2",
          "body": "* Send error message on failed log in due to invalid characters in user name\r\n\r\n* Bump version to 2.0.79\r\n\r\n* Minor changes",
          "is_bot": false,
          "headline": "Error on invalid user name format (#85)",
          "author_name": "Jhonathan Abreu",
          "author_login": "jhonabreul",
          "committed_at": "2024-05-07T21:44:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4743f50911abc2e01729e1918e80428df0ed98ff",
          "body": "* Improve gateway shutdown\r\n\r\nUsing a file to signal shutdown to the java agent, like we do for the soft restart. The agent can then close the gateway's main window for a cleaner shutdown\r\n\r\n* Polling shutdown file every 1s in java agent\r\n\r\n* Minor change\r\n\r\n* Minor change\r\n\r\n* Minor change\r\n\r\n* Bump version to 2.0.78\r\n\r\n* Minor change",
          "is_bot": false,
          "headline": "Improve gateway shutdown (#84)",
          "author_name": "Jhonathan Abreu",
          "author_login": "jhonabreul",
          "committed_at": "2024-01-12T20:28:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e59d0a4784b8f226d0f32a2a23b3ab5edc4bd1c6",
          "body": "* Make IBAutomater.IsRunning public\r\n\r\n* Communicate auto-restart failure back to the consumer\r\n\r\n* Bump version to 2.0.77",
          "is_bot": false,
          "headline": "Failed restart event communication (#83)",
          "author_name": "Jhonathan Abreu",
          "author_login": "jhonabreul",
          "committed_at": "2023-10-04T12:53:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "332a62170f6b98744f962380f49366aaa3e9ed02",
          "body": null,
          "is_bot": false,
          "headline": "Fix line endings",
          "author_name": "Martin Molinero",
          "author_login": "Martin-Molinero",
          "committed_at": "2023-07-04T15:57:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6bbb9bbe08ba4a4e58ded9f1330ac8383168d54",
          "body": "Linux gateway restart",
          "is_bot": false,
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          "avatar_url": "https://avatars.githubusercontent.com/u/767147?v=4"
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            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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            "reason": "No tokens found",
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          "created_at": "2026-07-16T19:40:30Z",
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          "last_comment_author": null
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                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 12/24 approved changesets -- score normalized to 5",
                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "followers": 1929,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "QuantConnect",
              "public_repos": 93,
              "account_age_days": 4873
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,929 followers of QuantConnect",
                "points": 23.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1929,
                      "login": "QuantConnect"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "93 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 93
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "QuantConnect.IBAutomater"
              ],
              "ecosystems": "nuget",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on nuget",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "nuget"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "143 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 143
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Engineering Quality",
        "value": 37,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "has_ci": false,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "0 out of 22 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://www.lean.io",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.lean.io",
                "points": 15,
                "status": "met",
                "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": "moderate",
        "name": "Security",
        "value": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 13,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 5,
              "scorecard_aggregate": 3.7
            },
            "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": "0 out of 22 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 12/24 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "3 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 2 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": 2
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 2,
              "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": 2,
              "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": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 13
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 41,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.48,
              "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": "48 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 25.6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 48,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 31,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "CSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj",
                "QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "CSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj, QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "CSharpDemoIBAutomater/CSharpDemoIBAutomater.csproj, QuantConnect.IBAutomater/QuantConnect.IBAutomater.csproj"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Java (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "primary_language": "Java",
              "largest_source_bytes": 61522,
              "source_files_sampled": 13,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/13 source files over 60KB",
                "points": 50.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 13,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T20:10:42.867829Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/q/QuantConnect/IBAutomater.svg",
  "full_name": "QuantConnect/IBAutomater",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.26.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsNuGet.