Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 21:08 UTC

userFRM / ThetaDataDx

Market data SDKs for ThetaData — Rust, Python, TypeScript, and C++. Historical, real-time streaming, and bulk flat-file access through one authenticated client. No JVM, no local terminal.

Rust · PythonApache-2.0★ 21 stars⑂ 6 forkssince Mar 2026View on GitHub ↗
#finance#historical-data#market-data#options#python#real-time#rust#streaming#thetadata#tick-data#cpp#equities#sdk#typescript

userFRM/ThetaDataDx holds a health index of 66 out of 100, placing it in the Moderate band. It scores highest on Vitality (80/100) and lowest on Community & Adoption (56/100). It was last updated today. A single contributor accounts for most of its recent work.

66
overall / 100
Moderate

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.

66
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

TalesOfThalesPersonal account
29 followers27 public repossince Mar 2022Kairos Systems

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIthetadatadx-py0.2.01,11634 days agothetadatamarket-dataoptionsstreaminggrpc
crates.iothetadatadx-rs0.2.06634 days agolow-latencymarket-datathetadatatick-datazero-copyapi-bindingsencodingnetwork-programmingfinance
npmthetadatadx-ts0.2.045134 days ago—

Metrics by category

Vitality

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

80Good · 22% of overall

Development activity

74Good
How it's scored
36/36Push recency — last push 0 days ago
9.7/36Commit cadence — 14/52 weeks with commits
18/18Commit volume — 978 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year978
human_commit_share—
days_since_last_push0
active_weeks_last_year14

Release discipline

90Excellent
How it's scored
27/27Ships releases — 3 releases published
36/36Release recency — latest release 4 days ago
27/27Release cadence — a release every ~4.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count3
latest_release_tagv0.2.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases4.7

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

56Moderate · 18% of overall

Popularity & adoption

27Critical
How it's scored
21.1/60Stars — 21 stars
5.8/25Forks — 6 forks
0/15Watchers — 1 watchers
Inputs used
forks6
stars21
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Ecosystem adoption (downloads)

54Moderate
How it's scored
42.8/80Monthly downloads — 1,633 downloads/month across crates, npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesthetadatadx-py, thetadatadx-rs, thetadatadx-ts
dependents—
ecosystemscrates, npm, pypi
total_downloads199
monthly_downloads1,633
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?

57Moderate · 24% of overall

Maintainer resilience (bus factor)

21Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.9/22.5Commit distribution — top contributor authored 96% of commits
5.4/13.5Contributor breadth — 4 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled4
top_contributor_share0.962

Issue & PR responsiveness

81Good
How it's scored
46.2/46.8Issue resolution — 99% of issues closed
35.2/38.3PR acceptance — 741/806 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 1/26 approved changesets -- score normalized to 0
Inputs used
merged_prs741
open_issues5
closed_issues397
issue_closed_ratio0.988
closed_unmerged_prs65

Ownership & stewardship

50Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
10.6/25Owner reach — 29 followers of userFRM
19.3/25Track record — 27 public repos, account ~4 yr old
Inputs used
followers29
owner_typeUser
is_verified—
owner_loginuserFRM
public_repos27
account_age_days1,596
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

92Excellent
How it's scored
25/25Published & resolvable — 3 package(s) on crates, npm, pypi
35/35Publish recency — latest publish 4 days ago
12/20Version history — 3 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesthetadatadx-py, thetadatadx-rs, thetadatadx-ts
ecosystemscrates, npm, pypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

71Good · 20% of overall

Engineering practices

68Moderate
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://userfrm.github.io/ThetaDataDx/
10/10Repository description
10/10Topics — 14 topics
10/10Wiki
Inputs used
topicsfinance, historical-data, market-data, options, python, real-time, rust, streaming, thetadata, tick-data, cpp, equities, sdk, typescript
has_wikiyes
homepagehttps://userfrm.github.io/ThetaDataDx/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

64Moderate · 16% of overall

Security posture

55Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/26 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.

Dependency advisories

100Excellent
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_packages799
unassessed_packages51
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 799 resolved dependencies against OSV. 51 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

63Moderate · 0% of overall

Agent context & guidance

25Critical
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt present
0/40Legible commit history — no data
Inputs used
has_llms_txtyes
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

74Good
How it's scored
18/18One-command bootstrap — justfile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — thetadatadx-py/python/thetadatadx/py.typed, thetadatadx-ts/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_filesjustfile
has_devcontainerno
has_linter_configno
typecheck_configsthetadatadx-py/python/thetadatadx/py.typed, thetadatadx-ts/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

95Excellent
How it's scored
45/45Type-checkable code — Rust (statically typed)
49.9/55Manageable file sizes — 41/446 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes1,052,210
source_files_sampled446
oversized_source_files41

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — thetadatadx-rs/proto/mdds.proto
0/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_filesthetadatadx-rs/proto/mdds.proto

Key facts

21GitHub stars
4contributors
978commits, last 12 months
0days since last push
3releases
1bus factor
5open issues
crates.io, npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch crates package 'thetadatadx-ffi' from its registry
  • Could not fetch crates package 'thetadatadx-py' from its registry
  • Could not fetch crates package 'thetadatadx-napi' from its registry
  • deps.dev does not index pypi:thetadatadx-py@0.2.0; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-07-20 21:08 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/26 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 67
RegistryPackageVersion constraintManifest
npmhighlight.js11.11.1docs-site/package.json
crates.iothetadatadx—thetadatadx-ffi/Cargo.toml
crates.iotokio1.52.3thetadatadx-ffi/Cargo.toml
crates.ioarrow-ipc59.0.0thetadatadx-ffi/Cargo.toml
crates.ioarrow-array59.0.0thetadatadx-ffi/Cargo.toml
crates.ioarrow-schema59.0.0thetadatadx-ffi/Cargo.toml
crates.iotracing0.1.44thetadatadx-ffi/Cargo.toml
crates.iothetadatadx—thetadatadx-py/Cargo.toml
crates.ioprost=0.14.4thetadatadx-py/Cargo.toml
crates.iopyo3=0.29.0thetadatadx-py/Cargo.toml
crates.iopyo3-async-runtimes=0.29.0thetadatadx-py/Cargo.toml
crates.iodisruptor4.2.0thetadatadx-py/Cargo.toml
crates.ioarrow59.0.0thetadatadx-py/Cargo.toml
crates.iotokio1.52.1thetadatadx-py/Cargo.toml
crates.iothiserror2.0.18thetadatadx-py/Cargo.toml
crates.iotracing0.1.44thetadatadx-py/Cargo.toml
crates.iotracing-subscriber0.3.20thetadatadx-py/Cargo.toml
crates.ioprost=0.14.4thetadatadx-rs/Cargo.toml
crates.ioprost-types=0.14.4thetadatadx-rs/Cargo.toml
crates.iotonic0.14thetadatadx-rs/Cargo.toml
crates.iotonic-prost0.14thetadatadx-rs/Cargo.toml
crates.iohyper-util0.1thetadatadx-rs/Cargo.toml
crates.iotower-service0.3thetadatadx-rs/Cargo.toml
crates.ioh20.4thetadatadx-rs/Cargo.toml
crates.iohttp1thetadatadx-rs/Cargo.toml
crates.iobytes1thetadatadx-rs/Cargo.toml
crates.iofutures-core0.3thetadatadx-rs/Cargo.toml
crates.iotokio1.52.3thetadatadx-rs/Cargo.toml
crates.iotokio-rustls0.26.4thetadatadx-rs/Cargo.toml
crates.iorustls0.23.40thetadatadx-rs/Cargo.toml
crates.iowebpki-roots1.0.7thetadatadx-rs/Cargo.toml
crates.iox509-parser0.18.1thetadatadx-rs/Cargo.toml
crates.iosha20.11.0thetadatadx-rs/Cargo.toml
crates.ioreqwest0.13.3thetadatadx-rs/Cargo.toml
crates.iorustls-platform-verifier0.7thetadatadx-rs/Cargo.toml
crates.ioserde1.0.228thetadatadx-rs/Cargo.toml
crates.iorand0.10thetadatadx-rs/Cargo.toml
crates.iosocket20.6thetadatadx-rs/Cargo.toml
crates.iozstd0.13.3thetadatadx-rs/Cargo.toml
crates.iothiserror2.0.18thetadatadx-rs/Cargo.toml
crates.iotracing0.1.44thetadatadx-rs/Cargo.toml
crates.iometrics0.24.5thetadatadx-rs/Cargo.toml
crates.iometrics-exporter-prometheus0.18thetadatadx-rs/Cargo.toml
crates.iotoml1.1.2thetadatadx-rs/Cargo.toml
crates.ioregex1.12.3thetadatadx-rs/Cargo.toml
crates.ioheck0.5.0thetadatadx-rs/Cargo.toml
crates.iodisruptor4.2.0thetadatadx-rs/Cargo.toml
crates.iocore_affinity0.8.1thetadatadx-rs/Cargo.toml
crates.iopolars0.54.4thetadatadx-rs/Cargo.toml
crates.ioarrow-array59.0.0thetadatadx-rs/Cargo.toml
crates.ioarrow-schema59.0.0thetadatadx-rs/Cargo.toml
crates.ioserde_json1.0.137thetadatadx-rs/Cargo.toml
crates.iosonic-rs0.5.8thetadatadx-rs/Cargo.toml
crates.iozeroize1.8.2thetadatadx-rs/Cargo.toml
crates.ioarc-swap1.7thetadatadx-rs/Cargo.toml
crates.iomimalloc0.1thetadatadx-rs/Cargo.toml
crates.ioprost-build=0.14.4thetadatadx-rs/Cargo.toml
crates.iothetadatadx—thetadatadx-ts/Cargo.toml
crates.ionapi3.8.5thetadatadx-ts/Cargo.toml
crates.ioarrow-ipc59.0.0thetadatadx-ts/Cargo.toml
crates.ioarrow-array59.0.0thetadatadx-ts/Cargo.toml
crates.ioarrow-schema59.0.0thetadatadx-ts/Cargo.toml
crates.ionapi-derive3.5.4thetadatadx-ts/Cargo.toml
crates.iochrono=0.4.44thetadatadx-ts/Cargo.toml
crates.iotokio1.52.1thetadatadx-ts/Cargo.toml
crates.ioserde1.0.228thetadatadx-ts/Cargo.toml
crates.ioserde_json1.0.149thetadatadx-ts/Cargo.toml
All dependencies 850

Full resolved dependency set from the GitHub dependency graph: 93 direct and 757 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioarc-swap—direct
crates.ioarc-swap1.9.2direct
crates.ioarrow59.0.0direct
crates.ioarrow-array—direct
crates.ioarrow-array59.1.0direct
crates.ioarrow-ipc—direct
crates.ioarrow-ipc59.1.0direct
crates.ioarrow-schema—direct
crates.ioarrow-schema59.1.0direct
crates.iobytes—direct
crates.iobytes1.12.0direct
crates.iobytes1.12.1direct
crates.iochrono0.4.44direct
crates.iochrono0.4.45direct
crates.iocore_affinity—direct
crates.iocore_affinity0.8.3direct
crates.iodisruptor—direct
crates.iodisruptor4.3.0direct
crates.iofutures-core—direct
crates.iofutures-core0.3.32direct
crates.ioh2—direct
crates.ioh20.4.15direct
crates.ioheck—direct
crates.ioheck0.5.0direct
crates.iohttp—direct
crates.iohttp1.4.2direct
crates.iohyper-util—direct
crates.iohyper-util0.1.20direct
crates.iometrics—direct
crates.iometrics0.24.6direct
crates.iometrics-exporter-prometheus—direct
crates.iometrics-exporter-prometheus0.18.3direct
crates.iomimalloc—direct
crates.iomimalloc0.1.52direct
crates.ionapi3.10.3direct
crates.ionapi-derive3.5.9direct
crates.iopolars—direct
crates.iopolars0.54.4direct
crates.ioprost0.14.4direct
crates.ioprost-build0.14.4direct
crates.ioprost-types0.14.4direct
crates.iopyo30.29.0direct
crates.iopyo3-async-runtimes0.29.0direct
crates.iorand—direct
crates.iorand0.10.2direct
crates.iorand0.9.4direct
crates.ioregex—direct
crates.ioregex1.12.4direct
crates.ioregex1.13.0direct
crates.ioreqwest—direct
crates.ioreqwest0.13.4direct
crates.iorustls—direct
crates.iorustls0.23.41direct
crates.iorustls-platform-verifier—direct
crates.iorustls-platform-verifier0.7.0direct
crates.ioserde—direct
crates.ioserde1.0.228direct
crates.ioserde_json—direct
crates.ioserde_json1.0.150direct
crates.iosha2—direct
crates.iosha20.11.0direct
crates.iosocket2—direct
crates.iosocket20.6.4direct
crates.iosonic-rs—direct
crates.iosonic-rs0.5.8direct
crates.iothiserror—direct
crates.iothiserror1.0.69direct
crates.iothiserror2.0.18direct
crates.iotokio—direct
crates.iotokio1.52.3direct
crates.iotokio-rustls—direct
crates.iotokio-rustls0.26.4direct
crates.iotoml—direct
crates.iotoml1.1.2+spec-1.1.0direct
crates.iotonic—direct
crates.iotonic0.14.6direct
crates.iotonic-prost—direct
crates.iotonic-prost0.14.6direct
crates.iotower-service—direct
crates.iotower-service0.3.3direct
crates.iotracing—direct
crates.iotracing0.1.44direct
crates.iotracing-subscriber—direct
crates.iotracing-subscriber0.3.23direct
crates.iowebpki-roots—direct
crates.iowebpki-roots1.0.8direct
crates.iox509-parser—direct
crates.iox509-parser0.18.1direct
crates.iozeroize—direct
crates.iozeroize1.9.0direct
crates.iozstd—direct
crates.iozstd0.13.3direct
npmhighlight.js11.11.1direct
crates.ioahash0.8.12indirect
crates.ioaho-corasick1.1.4indirect
crates.ioalloca0.4.0indirect
crates.ioallocator-api20.2.21indirect
crates.ioandroid_system_properties0.1.5indirect
crates.ioanes0.1.6indirect
crates.ioanstream1.0.0indirect
crates.ioanstyle1.0.14indirect
crates.ioanstyle-parse1.0.0indirect
crates.ioanstyle-query1.1.5indirect
crates.ioanstyle-wincon3.0.11indirect
crates.ioanyhow1.0.103indirect
crates.ioar_archive_writer0.5.2indirect
crates.ioargminmax0.6.3indirect
crates.ioarrow-arith59.0.0indirect
crates.ioarrow-buffer59.1.0indirect
crates.ioarrow-cast59.0.0indirect
crates.ioarrow-csv59.0.0indirect
crates.ioarrow-data59.1.0indirect
crates.ioarrow-json59.0.0indirect
crates.ioarrow-ord59.0.0indirect
crates.ioarrow-row59.0.0indirect
crates.ioarrow-select59.1.0indirect
crates.ioarrow-string59.0.0indirect
crates.ioasn1-rs0.7.2indirect
crates.ioasn1-rs-derive0.6.0indirect
crates.ioasn1-rs-impl0.2.0indirect
crates.ioatoi2.0.0indirect
crates.ioatoi_simd0.17.0indirect
crates.ioatomic-waker1.1.2indirect
crates.ioautocfg1.5.1indirect
crates.ioaxum0.8.9indirect
crates.ioaxum-core0.5.6indirect
crates.iobase640.22.1indirect
crates.iobit-set0.8.0indirect
crates.iobit-vec0.8.0indirect
crates.iobitflags2.13.0indirect
crates.ioblock-buffer0.10.4indirect
crates.ioblock-buffer0.12.1indirect
crates.ioboxcar0.2.14indirect
crates.iobumpalo3.20.3indirect
crates.iobytemuck1.25.0indirect
crates.iobytemuck_derive1.10.2indirect
crates.iocast0.3.0indirect
crates.iocastaway0.2.4indirect
crates.iocc1.2.66indirect
crates.iocfg-if1.0.4indirect
crates.iochacha200.10.1indirect
crates.iochrono-tz0.10.4indirect
crates.iociborium0.2.2indirect
crates.iociborium-io0.2.2indirect
crates.iociborium-ll0.2.2indirect
crates.ioclap4.6.1indirect
crates.ioclap_builder4.6.0indirect
crates.ioclap_derive4.6.1indirect
crates.ioclap_lex1.1.0indirect
crates.iocolorchoice1.0.5indirect
crates.iocombine4.6.7indirect
crates.iocompact_str0.9.1indirect
crates.ioconst-oid0.10.2indirect
crates.ioconst-random0.1.18indirect
crates.ioconst-random-macro0.1.16indirect
crates.ioconvert_case0.11.0indirect
crates.iocore-foundation0.10.1indirect
crates.iocore-foundation-sys0.8.7indirect
crates.iocpufeatures0.2.17indirect
crates.iocpufeatures0.3.0indirect
crates.iocriterion—indirect
crates.iocriterion0.8.2indirect
crates.iocriterion-plot0.8.2indirect
crates.iocrossbeam-channel0.5.16indirect
crates.iocrossbeam-deque0.8.7indirect
crates.iocrossbeam-epoch0.9.20indirect
crates.iocrossbeam-utils0.8.22indirect
crates.iocrunchy0.2.4indirect
crates.iocrypto-common0.1.7indirect
crates.iocrypto-common0.2.2indirect
crates.iocsv1.4.0indirect
crates.iocsv-core0.1.13indirect
crates.ioctor1.0.8indirect
crates.iodata-encoding2.11.0indirect
crates.iodebug_unsafe0.1.4indirect
crates.ioder-parser10.0.0indirect
crates.ioderanged0.5.8indirect
crates.iodigest0.10.7indirect
crates.iodigest0.11.3indirect
crates.iodisplaydoc0.2.6indirect
crates.iodyn-clone1.0.20indirect
crates.ioeither1.16.0indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.ioethnum1.5.3indirect
crates.ioevmap11.0.0indirect
crates.iofast-float20.2.3indirect
crates.iofastrand2.4.1indirect
crates.iofaststr0.2.34indirect
crates.iofind-msvc-tools0.1.9indirect
crates.iofixedbitset0.5.7indirect
crates.ioflatbuffers25.12.19indirect
crates.iofnv1.0.7indirect
crates.iofoldhash0.1.5indirect
crates.iofoldhash0.2.0indirect
crates.ioform_urlencoded1.2.2indirect
crates.iofutures—indirect
crates.iofutures0.3.32indirect
crates.iofutures-channel0.3.32indirect
crates.iofutures-executor0.3.32indirect
crates.iofutures-io0.3.32indirect
crates.iofutures-macro0.3.32indirect
crates.iofutures-sink0.3.32indirect
crates.iofutures-task0.3.32indirect
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crates.iogetrandom0.3.4indirect
crates.iogetrandom0.4.3indirect
crates.iohalf2.7.1indirect
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crates.iohashbrown0.15.5indirect
crates.iohashbrown0.16.1indirect
crates.iohashbrown0.17.1indirect
crates.iohermit-abi0.5.2indirect
crates.iohttp-body1.0.1indirect
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crates.iohyper-rustls0.27.9indirect
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crates.ioiana-time-zone0.1.65indirect
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crates.ioicu_collections2.2.0indirect
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crates.ioicu_normalizer2.2.0indirect
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crates.ioicu_properties2.2.0indirect
crates.ioicu_properties_data2.2.0indirect
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crates.ioidna1.1.0indirect
crates.ioidna_adapter1.2.2indirect
crates.ioindexmap2.14.0indirect
crates.ioinventory0.3.24indirect
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crates.iois_terminal_polyfill1.70.2indirect
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crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
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crates.iojni-sys-macros0.4.1indirect
crates.iojobserver0.1.35indirect
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crates.iolibc—indirect
crates.iolibc0.2.186indirect
crates.iolibloading0.9.0indirect
crates.iolibm0.2.16indirect
crates.iolibmimalloc-sys0.1.49indirect
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crates.iopolars-row0.54.4indirect
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crates.ioppv-lite860.2.21indirect
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crates.ioproptest—indirect
crates.ioproptest1.11.0indirect
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crates.iosyn2.0.118indirect
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crates.iothiserror-impl1.0.69indirect
crates.iothiserror-impl2.0.18indirect
crates.iothread_local1.1.9indirect
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crates.iotoml_parser1.1.2+spec-1.1.0indirect
crates.iotoml_writer1.1.1+spec-1.1.0indirect
crates.iotower0.5.3indirect
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crates.iowindows-sys0.52.0indirect
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crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.52.6indirect
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crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowinnow1.0.3indirect
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crates.ioyoke-derive0.8.2indirect
crates.iozerocopy0.8.53indirect
crates.iozerocopy-derive0.8.53indirect
crates.iozerofrom0.1.8indirect
crates.iozerofrom-derive0.1.7indirect
crates.iozerotrie0.2.4indirect
crates.iozerovec0.11.6indirect
crates.iozerovec-derive0.11.3indirect
crates.iozmij1.0.21indirect
crates.iozstd-safe7.2.4indirect
crates.iozstd-sys2.0.16+zstd.1.5.7indirect
npm@algolia/abtesting1.16.0indirect
npm@algolia/autocomplete-core1.17.7indirect
npm@algolia/autocomplete-plugin-algolia-insights1.17.7indirect
npm@algolia/autocomplete-preset-algolia1.17.7indirect
npm@algolia/autocomplete-shared1.17.7indirect
npm@algolia/client-abtesting5.50.0indirect
npm@algolia/client-analytics5.50.0indirect
npm@algolia/client-common5.50.0indirect
npm@algolia/client-insights5.50.0indirect
npm@algolia/client-personalization5.50.0indirect
npm@algolia/client-query-suggestions5.50.0indirect
npm@algolia/client-search5.50.0indirect
npm@algolia/ingestion1.50.0indirect
npm@algolia/monitoring1.50.0indirect
npm@algolia/recommend5.50.0indirect
npm@algolia/requester-browser-xhr5.50.0indirect
npm@algolia/requester-fetch5.50.0indirect
npm@algolia/requester-node-http5.50.0indirect
npm@babel/helper-string-parser7.29.7indirect
npm@babel/helper-validator-identifier7.29.7indirect
npm@babel/parser7.29.7indirect
npm@babel/types7.29.7indirect
npm@docsearch/css3.8.2indirect
npm@docsearch/js3.8.2indirect
npm@docsearch/react3.8.2indirect
npm@emnapi/core1.11.1indirect
npm@emnapi/runtime1.11.1indirect
npm@emnapi/wasi-threads1.2.2indirect
npm@esbuild/aix-ppc640.28.1indirect
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npm@esbuild/darwin-x640.28.1indirect
npm@esbuild/freebsd-arm640.28.1indirect
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npm@esbuild/linux-arm0.28.1indirect
npm@esbuild/linux-arm640.28.1indirect
npm@esbuild/linux-ia320.28.1indirect
npm@esbuild/linux-loong640.28.1indirect
npm@esbuild/linux-mips64el0.28.1indirect
npm@esbuild/linux-ppc640.28.1indirect
npm@esbuild/linux-riscv640.28.1indirect
npm@esbuild/linux-s390x0.28.1indirect
npm@esbuild/linux-x640.28.1indirect
npm@esbuild/netbsd-arm640.28.1indirect
npm@esbuild/netbsd-x640.28.1indirect
npm@esbuild/openbsd-arm640.28.1indirect
npm@esbuild/openbsd-x640.28.1indirect
npm@esbuild/openharmony-arm640.28.1indirect
npm@esbuild/sunos-x640.28.1indirect
npm@esbuild/win32-arm640.28.1indirect
npm@esbuild/win32-ia320.28.1indirect
npm@esbuild/win32-x640.28.1indirect
npm@iconify-json/simple-icons1.2.75indirect
npm@iconify/types2.0.0indirect
npm@inquirer/ansi2.0.7indirect
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npm@inquirer/expand5.1.1indirect
npm@inquirer/external-editor3.0.3indirect
npm@inquirer/figures2.0.7indirect
npm@inquirer/input5.1.2indirect
npm@inquirer/number4.1.1indirect
npm@inquirer/password5.1.1indirect
npm@inquirer/prompts8.5.2indirect
npm@inquirer/rawlist5.3.1indirect
npm@inquirer/search4.2.1indirect
npm@inquirer/select5.2.1indirect
npm@inquirer/type4.0.7indirect
npm@jridgewell/sourcemap-codec1.5.5indirect
npm@napi-rs/cli3.7.2indirect
npm@napi-rs/cross-toolchain1.0.3indirect
npm@napi-rs/lzma1.4.5indirect
npm@napi-rs/lzma-android-arm-eabi1.4.5indirect
npm@napi-rs/lzma-android-arm641.4.5indirect
npm@napi-rs/lzma-darwin-arm641.4.5indirect
npm@napi-rs/lzma-darwin-x641.4.5indirect
npm@napi-rs/lzma-freebsd-x641.4.5indirect
npm@napi-rs/lzma-linux-arm-gnueabihf1.4.5indirect
npm@napi-rs/lzma-linux-arm64-gnu1.4.5indirect
npm@napi-rs/lzma-linux-arm64-musl1.4.5indirect
npm@napi-rs/lzma-linux-ppc64-gnu1.4.5indirect
npm@napi-rs/lzma-linux-riscv64-gnu1.4.5indirect
npm@napi-rs/lzma-linux-s390x-gnu1.4.5indirect
npm@napi-rs/lzma-linux-x64-gnu1.4.5indirect
npm@napi-rs/lzma-linux-x64-musl1.4.5indirect
npm@napi-rs/lzma-wasm32-wasi1.4.5indirect
npm@napi-rs/lzma-win32-arm64-msvc1.4.5indirect
npm@napi-rs/lzma-win32-ia32-msvc1.4.5indirect
npm@napi-rs/lzma-win32-x64-msvc1.4.5indirect
npm@napi-rs/tar1.1.0indirect
npm@napi-rs/tar-android-arm-eabi1.1.0indirect
npm@napi-rs/tar-android-arm641.1.0indirect
npm@napi-rs/tar-darwin-arm641.1.0indirect
npm@napi-rs/tar-darwin-x641.1.0indirect
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Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 799 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 51 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 50,
            "inputs": {
              "followers": 29,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "userFRM",
              "public_repos": 27,
              "account_age_days": 1596
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "29 followers of userFRM",
                "points": 10.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 29,
                      "login": "userFRM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "27 public repos, account ~4 yr old",
                "points": 19.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 27
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "packages": [
                "thetadatadx-py",
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                "thetadatadx-ts"
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              "ecosystems": "crates, npm, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "3 package(s) on crates, npm, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 3,
                      "ecosystems": "crates, npm, pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                      "days": 4
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "3 published versions",
                "points": 12,
                "status": "partial",
                "details": [
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                    "code": "published_versions",
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                      "count": 3
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                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 71,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 10
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                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "finance",
                "historical-data",
                "market-data",
                "options",
                "python",
                "real-time",
                "rust",
                "streaming",
                "thetadata",
                "tick-data",
                "cpp",
                "equities",
                "sdk",
                "typescript"
              ],
              "has_wiki": true,
              "homepage": "https://userfrm.github.io/ThetaDataDx/",
              "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": "https://userfrm.github.io/ThetaDataDx/",
                "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": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "topics_count",
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                ],
                "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": 64,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 55,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/26 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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": "30 commit(s) and 30 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is 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": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 799 resolved dependencies against OSV; 51 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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",
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 799
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              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 51
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              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 799,
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              "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": {}
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                ],
                "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": {}
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                ],
                "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": 799,
              "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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
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            ]
          }
        ],
        "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": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 25,
            "inputs": {
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              "legible_history_share": null,
              "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": [
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                    "code": "no_agent_instructions",
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
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                    "code": "llms_txt_present",
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                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 74,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": false,
              "typed_language": true,
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              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "thetadatadx-py/python/thetadatadx/py.typed, thetadatadx-ts/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "thetadatadx-py/python/thetadatadx/py.typed, thetadatadx-ts/tsconfig.json"
                    }
                  }
                ],
                "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 data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
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              "largest_source_bytes": 1052210,
              "source_files_sampled": 446,
              "oversized_source_files": 41
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "41/446 source files over 60KB",
                "points": 49.9,
                "status": "partial",
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                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 446,
                      "oversized": 41
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
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                "thetadatadx-rs/proto/mdds.proto"
              ]
            },
            "components": [
              {
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                "name": "API schema (OpenAPI/GraphQL/proto)",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "thetadatadx-rs/proto/mdds.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch crates package 'thetadatadx-ffi' from its registry",
    "Could not fetch crates package 'thetadatadx-py' from its registry",
    "Could not fetch crates package 'thetadatadx-napi' from its registry",
    "deps.dev does not index pypi:thetadatadx-py@0.2.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T21:08:37.346566Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/userFRM/ThetaDataDx.svg",
  "full_name": "userFRM/ThetaDataDx",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.16.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI, crates.io, npm.