Public recordModerate
Software health reportschema 0.11.0 ยท metrics 1.13.0 ยท 2026-07-17 11:23 UTC
mlund / duello
Osmotic second virial coefficient (๐ตโ) and dissociation constant (๐พ๐) for two rigid macromolecules
mlund/duello holds a health index of 52 out of 100, placing it in the Moderate band. It scores highest on Vitality (80/100) and lowest on Community & Adoption (27/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.
52
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1โ100 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.
52
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average โ a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Mikael LundPersonal account
59 followers140 public repossince Jan 2013Lund University
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | duello | 0.4.0 | 120 | 8 | 102 days ago |
Metrics by category
Vitality
Is the project alive โ is code being written and are releases shipping?
80
Development activity
79Good
How it's scored
| 36/36 | Push recency โ last push 6 days ago |
| 15.2/36 | Commit cadence โ 22/52 weeks with commits |
| 18/18 | Commit volume โ 138 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained โ 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 138 |
| human_commit_share | โ |
| days_since_last_push | 6 |
| active_weeks_last_year | 22 |
Release discipline
82Good
How it's scored
| 27/27 | Ships releases โ 4 releases published |
| 27/36 | Release recency โ latest release 102 days ago |
| 19.8/27 | Release cadence โ a release every ~93.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases โ no data |
Inputs used
| releases_count | 4 |
| latest_release_tag | v0.4.0 |
| releases_from_tags | no |
| days_since_latest_release | 102 |
| mean_days_between_releases | 93.1 |
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?
27
Popularity & adoption
2Critical
How it's scored
| 0/60 | Stars โ 1 stars |
| 0/25 | Forks โ 1 forks |
| 1.7/15 | Watchers โ 3 watchers |
Inputs used
| forks | 1 |
| stars | 1 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License โ recognized license (Apache-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
35At risk
How it's scored
| 27.8/80 | Monthly downloads โ 120 downloads/month across pypi |
| 0/20 | Registry dependents โ not reported by this ecosystem |
Inputs used
| packages | duello |
| dependents | โ |
| ecosystems | pypi |
| total_downloads | โ |
| monthly_downloads | 120 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people โ bus factor, responsiveness, who backs it, and package upkeep?
50
Maintainer resilience (bus factor)
19Critical
How it's scored
| 9/54 | Bus factor โ 1 contributor(s) cover half of all commits |
| 1.6/22.5 | Commit distribution โ top contributor authored 93% of commits |
| 5.4/13.5 | Contributor breadth โ 4 contributors |
| 3/10 | OpenSSF Scorecard: Contributors โ project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0.929 |
Issue & PR responsiveness
36At risk
How it's scored
| 23.4/46.8 | Issue resolution โ 50% of issues closed |
| 12.3/38.3 | PR acceptance โ 9/28 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review โ Found 0/29 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 9 |
| open_issues | 3 |
| closed_issues | 3 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 19 |
Ownership & stewardship
60Moderate
How it's scored
| 10/30 | Ownership backing โ personal (user) account |
| 0/20 | Verified domain โ not applicable to user accounts |
| 12.8/25 | Owner reach โ 59 followers of mlund |
| 25/25 | Track record โ 140 public repos, account ~13 yr old |
Inputs used
| followers | 59 |
| owner_type | User |
| is_verified | โ |
| owner_login | mlund |
| public_repos | 140 |
| account_age_days | 4,934 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable โ 1 package(s) on pypi |
| 35/35 | Publish recency โ latest publish 102 days ago |
| 20/20 | Version history โ 8 published versions |
| 20/20 | Not deprecated โ active, not deprecated or yanked |
Inputs used
| packages | duello |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 102 |
Engineering Quality
Are baseline engineering and documentation practices in place?
46
Engineering practices
44At risk
How it's scored
| 24/24 | CI workflows โ 2 workflow(s) |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests โ 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics โ 3 topics |
| 0/10 | Wiki |
Inputs used
| topics | chemistry, intermolecular-interactions, protein-protein-interaction |
| has_wiki | no |
| homepage | โ |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
52
Security posture
52Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts โ no binaries found in the repo |
| 0/7.5 | Branch-Protection โ branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests โ 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices โ no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review โ Found 0/29 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors โ project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow โ no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool โ update tool detected |
| 0/5 | Fuzzing โ project is not fuzzed |
| 2.5/2.5 | License โ license file detected |
| 7.5/7.5 | Maintained โ 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging โ packaging workflow detected |
| 0/5 | Pinned-Dependencies โ dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST โ SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy โ security policy file not detected |
| 0/7.5 | Signed-Releases โ no data |
| 0/7.5 | Token-Permissions โ detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities โ 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.2 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge โ weight 0.0, so it is surfaced on its own and does not affect the overall health score.
55
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions โ CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history โ no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | โ |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 384 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
29Critical
How it's scored
| 0/18 | One-command bootstrap |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking โ Rust (statically typed) |
| 10/10 | Reproducible environment โ lockfile |
| 0/10 | Demonstrated agent practice โ no data |
| 5/8 | Automated maintenance โ dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies โ dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | Cargo.lock |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | โ |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | โ |
| agent_commit_share | โ |
| toolchain_manifests | โ |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code โ Rust (statically typed) |
| 55/55 | Manageable file sizes โ 0/24 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 49,316 |
| source_files_sampled | 24 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples โ examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | โ |
Key facts
1GitHub stars
4contributors
138commits, last 12 months
6days since last push
4releases
1bus factor
3open issues
crates.io, PyPIpackage ecosystems
Data collection warnings
- Could not fetch crates package 'duello' from its registry
More detail
OpenSSF Scorecard 5.2 / 10
5.2aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/29 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 36
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| crates.io | anyhow | 1.0 | Cargo.toml |
| crates.io | approx | 0.5 | Cargo.toml |
| crates.io | clap | 4 | Cargo.toml |
| crates.io | itertools | 0.14 | Cargo.toml |
| crates.io | itertools-num | 0.1 | Cargo.toml |
| crates.io | nalgebra | 0.34.1 | Cargo.toml |
| crates.io | rayon | 1.10 | Cargo.toml |
| crates.io | faunus | โ | Cargo.toml |
| crates.io | cgkitten | 0.2 | Cargo.toml |
| crates.io | yaml_serde | 0.10.4 | Cargo.toml |
| crates.io | serde | 1.0 | Cargo.toml |
| crates.io | semver | 1.0 | Cargo.toml |
| crates.io | pretty_env_logger | 0.5 | Cargo.toml |
| crates.io | log | 0.4 | Cargo.toml |
| crates.io | average | 0.16 | Cargo.toml |
| crates.io | iter_num_tools | 0.7 | Cargo.toml |
| crates.io | indicatif | 0.18 | Cargo.toml |
| crates.io | flate2 | 1.0 | Cargo.toml |
| crates.io | textplots | 0.8 | Cargo.toml |
| crates.io | rgb | 0.8 | Cargo.toml |
| crates.io | nu-ansi-term | 0.50 | Cargo.toml |
| crates.io | icotable | โ | Cargo.toml |
| crates.io | num-traits | 0.2 | Cargo.toml |
| crates.io | rand | 0.8 | Cargo.toml |
| crates.io | get-size | 0.1 | Cargo.toml |
| crates.io | physical_constants | 0.5 | Cargo.toml |
| crates.io | serde_json | 1.0.137 | Cargo.toml |
| crates.io | molly | 0.5 | Cargo.toml |
| crates.io | glam | 0.30.10 | Cargo.toml |
| crates.io | wide | 0.7 | Cargo.toml |
| crates.io | wgpu | 29 | Cargo.toml |
| crates.io | futures-channel | 0.3 | Cargo.toml |
| crates.io | pollster | 0.4 | Cargo.toml |
| crates.io | bytemuck | 1.21 | Cargo.toml |
| crates.io | nalgebra-sparse | 0.11 | Cargo.toml |
| PyPI | pdb2xyz | >=0.1.2 | pyproject.toml |
All dependencies 371
Full resolved dependency set from the GitHub dependency graph: 58 direct and 313 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| crates.io | anyhow | 1.0.103 | direct |
| crates.io | approx | 0.5.1 | direct |
| crates.io | average | 0.13.1 | direct |
| crates.io | average | 0.16.0 | direct |
| crates.io | bytemuck | 1.25.0 | direct |
| crates.io | cgkitten | 0.2.0 | direct |
| crates.io | clap | 4.6.1 | direct |
| crates.io | faunus | 0.2.0 | direct |
| crates.io | flate2 | 1.1.9 | direct |
| crates.io | futures-channel | 0.3.32 | direct |
| crates.io | get-size | 0.1.4 | direct |
| crates.io | glam | 0.14.0 | direct |
| crates.io | glam | 0.15.2 | direct |
| crates.io | glam | 0.16.0 | direct |
| crates.io | glam | 0.17.3 | direct |
| crates.io | glam | 0.18.0 | direct |
| crates.io | glam | 0.19.0 | direct |
| crates.io | glam | 0.20.5 | direct |
| crates.io | glam | 0.21.3 | direct |
| crates.io | glam | 0.22.0 | direct |
| crates.io | glam | 0.23.0 | direct |
| crates.io | glam | 0.24.2 | direct |
| crates.io | glam | 0.25.0 | direct |
| crates.io | glam | 0.27.0 | direct |
| crates.io | glam | 0.28.0 | direct |
| crates.io | glam | 0.29.3 | direct |
| crates.io | glam | 0.30.10 | direct |
| crates.io | glam | 0.31.1 | direct |
| crates.io | glam | 0.32.1 | direct |
| crates.io | glam | 0.33.2 | direct |
| crates.io | icotable | 0.2.0 | direct |
| crates.io | indicatif | 0.18.5 | direct |
| crates.io | iter_num_tools | 0.7.1 | direct |
| crates.io | itertools | 0.10.5 | direct |
| crates.io | itertools | 0.14.0 | direct |
| crates.io | itertools-num | 0.1.3 | direct |
| crates.io | log | 0.4.33 | direct |
| crates.io | molly | 0.5.1 | direct |
| crates.io | nalgebra | 0.34.2 | direct |
| crates.io | nalgebra | 0.35.0 | direct |
| crates.io | nalgebra-sparse | 0.11.0 | direct |
| crates.io | nu-ansi-term | 0.50.3 | direct |
| crates.io | num-traits | 0.2.19 | direct |
| crates.io | physical_constants | 0.5.0 | direct |
| crates.io | pollster | 0.4.0 | direct |
| crates.io | pretty_env_logger | 0.5.0 | direct |
| crates.io | rand | 0.8.6 | direct |
| crates.io | rayon | 1.12.0 | direct |
| crates.io | rgb | 0.8.53 | direct |
| crates.io | semver | 1.0.28 | direct |
| crates.io | serde | 1.0.228 | direct |
| crates.io | serde_json | 1.0.150 | direct |
| crates.io | textplots | 0.8.7 | direct |
| crates.io | wgpu | 29.0.3 | direct |
| crates.io | wide | 0.7.33 | direct |
| crates.io | wide | 1.5.0 | direct |
| crates.io | yaml_serde | 0.10.4 | direct |
| PyPI | pdb2xyz | โ | direct |
| crates.io | adler2 | 2.0.1 | indirect |
| crates.io | aho-corasick | 1.1.4 | indirect |
| crates.io | allocator-api2 | 0.2.21 | indirect |
| crates.io | android_system_properties | 0.1.5 | indirect |
| crates.io | anstream | 1.0.0 | indirect |
| crates.io | anstyle | 1.0.14 | indirect |
| crates.io | anstyle-parse | 1.0.0 | indirect |
| crates.io | anstyle-query | 1.1.5 | indirect |
| crates.io | anstyle-wincon | 3.0.11 | indirect |
| crates.io | array-bin-ops | 0.1.6 | indirect |
| crates.io | arrayvec | 0.7.7 | indirect |
| crates.io | ash | 0.38.0+1.3.281 | indirect |
| crates.io | attribute-derive | 0.6.1 | indirect |
| crates.io | attribute-derive-macro | 0.6.1 | indirect |
| crates.io | autocfg | 1.5.1 | indirect |
| crates.io | base64 | 0.22.1 | indirect |
| crates.io | bincode | 1.3.3 | indirect |
| crates.io | bit-set | 0.9.1 | indirect |
| crates.io | bit-vec | 0.9.1 | indirect |
| crates.io | bitflags | 1.3.2 | indirect |
| crates.io | bitflags | 2.13.0 | indirect |
| crates.io | block2 | 0.6.2 | indirect |
| crates.io | bs58 | 0.5.1 | indirect |
| crates.io | bumpalo | 3.20.3 | indirect |
| crates.io | bytemuck_derive | 1.10.2 | indirect |
| crates.io | cc | 1.2.65 | indirect |
| crates.io | cfg-if | 1.0.4 | indirect |
| crates.io | cfg_aliases | 0.2.1 | indirect |
| crates.io | chrono | 0.4.45 | indirect |
| crates.io | clap_builder | 4.6.0 | indirect |
| crates.io | clap_derive | 4.6.1 | indirect |
| crates.io | clap_lex | 1.1.0 | indirect |
| crates.io | codespan-reporting | 0.13.1 | indirect |
| crates.io | collection_literals | 1.0.3 | indirect |
| crates.io | colorchoice | 1.0.5 | indirect |
| crates.io | colored | 2.2.0 | indirect |
| crates.io | console | 0.16.3 | indirect |
| crates.io | const_soft_float | 0.1.4 | indirect |
| crates.io | constgebra | 0.1.4 | indirect |
| crates.io | core-foundation-sys | 0.8.7 | indirect |
| crates.io | coulomb | 0.5.0 | indirect |
| crates.io | crc32fast | 1.5.0 | indirect |
| crates.io | crossbeam-deque | 0.8.6 | indirect |
| crates.io | crossbeam-epoch | 0.9.18 | indirect |
| crates.io | crossbeam-utils | 0.8.21 | indirect |
| crates.io | crunchy | 0.2.4 | indirect |
| crates.io | darling | 0.20.11 | indirect |
| crates.io | darling | 0.23.0 | indirect |
| crates.io | darling_core | 0.20.11 | indirect |
| crates.io | darling_core | 0.23.0 | indirect |
| crates.io | darling_macro | 0.20.11 | indirect |
| crates.io | darling_macro | 0.23.0 | indirect |
| crates.io | defmt | 1.1.0 | indirect |
| crates.io | defmt-macros | 1.1.0 | indirect |
| crates.io | defmt-parser | 1.0.0 | indirect |
| crates.io | deranged | 0.5.8 | indirect |
| crates.io | derive-getters | 0.3.0 | indirect |
| crates.io | derive-where | 1.6.1 | indirect |
| crates.io | derive_builder | 0.20.2 | indirect |
| crates.io | derive_builder_core | 0.20.2 | indirect |
| crates.io | derive_builder_macro | 0.20.2 | indirect |
| crates.io | derive_more | 1.0.0 | indirect |
| crates.io | derive_more-impl | 1.0.0 | indirect |
| crates.io | dispatch2 | 0.3.1 | indirect |
| crates.io | displaydoc | 0.2.6 | indirect |
| crates.io | dlib | 0.5.3 | indirect |
| crates.io | document-features | 0.2.12 | indirect |
| crates.io | drawille | 0.3.0 | indirect |
| crates.io | dyn-clone | 1.0.20 | indirect |
| crates.io | easy-cast | 0.4.4 | indirect |
| crates.io | easy-cast | 0.5.4 | indirect |
| crates.io | either | 1.16.0 | indirect |
| crates.io | encode_unicode | 1.0.0 | indirect |
| crates.io | env_filter | 2.0.0 | indirect |
| crates.io | env_logger | 0.10.2 | indirect |
| crates.io | env_logger | 0.11.11 | indirect |
| crates.io | equivalent | 1.0.2 | indirect |
| crates.io | erased-serde | 0.4.10 | indirect |
| crates.io | exmex | 0.20.5 | indirect |
| crates.io | find-msvc-tools | 0.1.9 | indirect |
| crates.io | float-ord | 0.3.2 | indirect |
| crates.io | fnv | 1.0.7 | indirect |
| crates.io | foldhash | 0.1.5 | indirect |
| crates.io | foldhash | 0.2.0 | indirect |
| crates.io | form_urlencoded | 1.2.2 | indirect |
| crates.io | futures-core | 0.3.32 | indirect |
| crates.io | futures-task | 0.3.32 | indirect |
| crates.io | futures-util | 0.3.32 | indirect |
| crates.io | get-size-derive | 0.1.3 | indirect |
| crates.io | getrandom | 0.2.17 | indirect |
| crates.io | gl_generator | 0.14.0 | indirect |
| crates.io | glow | 0.17.0 | indirect |
| crates.io | glutin_wgl_sys | 0.6.1 | indirect |
| crates.io | gpu-allocator | 0.28.0 | indirect |
| crates.io | gpu-descriptor | 0.3.2 | indirect |
| crates.io | gpu-descriptor-types | 0.2.0 | indirect |
| crates.io | half | 2.7.1 | indirect |
| crates.io | hashbrown | 0.12.3 | indirect |
| crates.io | hashbrown | 0.15.5 | indirect |
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| crates.io | jni-sys | 0.4.1 | indirect |
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| crates.io | js-sys | 0.3.103 | indirect |
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| crates.io | presser | 0.3.1 | indirect |
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| crates.io | proc-macro-error2 | 2.0.1 | indirect |
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| crates.io | serde_derive | 1.0.228 | indirect |
| crates.io | serde_with | 3.21.0 | indirect |
| crates.io | serde_with_macros | 3.21.0 | indirect |
| crates.io | shlex | 2.0.1 | indirect |
| crates.io | simba | 0.10.0 | indirect |
| crates.io | simba | 0.9.1 | indirect |
| crates.io | simd-adler32 | 0.3.9 | indirect |
| crates.io | slab | 0.4.12 | indirect |
| crates.io | slotmap | 1.1.1 | indirect |
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| crates.io | stable_deref_trait | 1.2.1 | indirect |
| crates.io | static_assertions | 1.1.0 | indirect |
| crates.io | strsim | 0.11.1 | indirect |
| crates.io | syn | 1.0.109 | indirect |
| crates.io | syn | 2.0.118 | indirect |
| crates.io | synstructure | 0.13.2 | indirect |
| crates.io | termcolor | 1.4.1 | indirect |
| crates.io | thiserror | 2.0.18 | indirect |
| crates.io | thiserror-impl | 2.0.18 | indirect |
| crates.io | time | 0.3.51 | indirect |
| crates.io | time-core | 0.1.9 | indirect |
| crates.io | time-macros | 0.2.30 | indirect |
| crates.io | tinystr | 0.8.3 | indirect |
| crates.io | tinyvec | 1.11.0 | indirect |
| crates.io | tinyvec_macros | 0.1.1 | indirect |
| crates.io | typeid | 1.0.3 | indirect |
| crates.io | typenum | 1.20.1 | indirect |
| crates.io | typetag | 0.2.22 | indirect |
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| crates.io | unicode-xid | 0.2.6 | indirect |
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| crates.io | uom | 0.36.0 | indirect |
| crates.io | url | 2.5.8 | indirect |
| crates.io | utf8_iter | 1.0.4 | indirect |
| crates.io | utf8parse | 0.2.2 | indirect |
| crates.io | validator | 0.20.0 | indirect |
| crates.io | validator_derive | 0.20.0 | indirect |
| crates.io | vergen | 9.1.0 | indirect |
| crates.io | vergen-gitcl | 1.0.8 | indirect |
| crates.io | vergen-lib | 0.1.6 | indirect |
| crates.io | vergen-lib | 9.1.0 | indirect |
| crates.io | version_check | 0.9.5 | indirect |
| crates.io | voronota-ltr | 0.4.0 | indirect |
| crates.io | wasi | 0.11.1+wasi-snapshot-preview1 | indirect |
| crates.io | wasm-bindgen | 0.2.126 | indirect |
| crates.io | wasm-bindgen-futures | 0.4.76 | indirect |
| crates.io | wasm-bindgen-macro | 0.2.126 | indirect |
| crates.io | wasm-bindgen-macro-support | 0.2.126 | indirect |
| crates.io | wasm-bindgen-shared | 0.2.126 | indirect |
| crates.io | wayland-sys | 0.31.11 | indirect |
| crates.io | web-sys | 0.3.103 | indirect |
| crates.io | web-time | 1.1.0 | indirect |
| crates.io | wgpu-core | 29.0.3 | indirect |
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| crates.io | wgpu-core-deps-emscripten | 29.0.3 | indirect |
| crates.io | wgpu-core-deps-windows-linux-android | 29.0.3 | indirect |
| crates.io | wgpu-hal | 29.0.3 | indirect |
| crates.io | wgpu-naga-bridge | 29.0.3 | indirect |
| crates.io | wgpu-types | 29.0.3 | indirect |
| crates.io | winapi-util | 0.1.11 | indirect |
| crates.io | windows | 0.62.2 | indirect |
| crates.io | windows-collections | 0.3.2 | indirect |
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| crates.io | windows-future | 0.3.2 | indirect |
| crates.io | windows-implement | 0.60.2 | indirect |
| crates.io | windows-interface | 0.59.3 | indirect |
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| crates.io | windows-numerics | 0.3.1 | indirect |
| crates.io | windows-result | 0.4.1 | indirect |
| crates.io | windows-strings | 0.5.1 | indirect |
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| crates.io | windows-sys | 0.61.2 | indirect |
| crates.io | windows-targets | 0.52.6 | indirect |
| crates.io | windows-threading | 0.2.1 | indirect |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | indirect |
| crates.io | windows_aarch64_msvc | 0.52.6 | indirect |
| crates.io | windows_i686_gnu | 0.52.6 | indirect |
| crates.io | windows_i686_gnullvm | 0.52.6 | indirect |
| crates.io | windows_i686_msvc | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnu | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnullvm | 0.52.6 | indirect |
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| crates.io | writeable | 0.6.3 | indirect |
| crates.io | xml-rs | 0.8.28 | indirect |
| crates.io | yoke | 0.8.3 | indirect |
| crates.io | yoke-derive | 0.8.2 | indirect |
| crates.io | zerocopy | 0.8.52 | indirect |
| crates.io | zerocopy-derive | 0.8.52 | indirect |
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Raw JSON report machine-readable
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{
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{
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{
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],
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{
"type": "Bot",
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"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
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{
"type": "User",
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{
"type": "User",
"login": "HaroldHatchNIST",
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{
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{
"name": "CII-Best-Practices",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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{
"name": "Dangerous-Workflow",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
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{
"name": "Packaging",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
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},
"config": {
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"source": {
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"components": []
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"metrics": [
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"note": null,
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{
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],
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{
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],
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{
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 50,
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{
"key": "license",
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"detail": "recognized license (Apache-2.0)",
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"code": "license_standard",
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{
"code": "license_spdx",
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{
"key": "contributing_guide",
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"points": 0,
"status": "missed",
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{
"key": "code_of_conduct",
"name": "Code of conduct",
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{
"key": "issue_template",
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"points": 0,
"status": "missed",
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{
"key": "pr_template",
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},
{
"key": "ecosystem_adoption",
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"notes": [
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{
"code": "weights_renormalized",
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"dependents": null,
"ecosystems": "pypi",
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"components": [
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"status": "partial",
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}
],
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{
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{
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"key": "bus_factor",
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"status": "partial",
"details": [
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"code": "bus_factor",
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{
"key": "commit_distribution",
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{
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{
"key": "openssf_scorecard_contributors",
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]
},
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"key": "responsiveness",
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"notes": [],
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{
"key": "pr_acceptance",
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{
"key": "openssf_scorecard_code_review",
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{
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"notes": [
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"value": 60,
"inputs": {
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"components": [
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{
"key": "verified_domain",
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],
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{
"key": "owner_reach",
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],
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{
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]
},
{
"key": "package_maintenance",
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"components": [
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"name": "Published & resolvable",
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"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 102 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 102
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "8 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 8
}
}
],
"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 โ bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 46,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 44,
"inputs": {
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"has_linter_config": false,
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},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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"count": 2
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}
],
"max_points": 24
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{
"key": "tests_present",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"chemistry",
"intermolecular-interactions",
"protein-protein-interaction"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
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},
"components": [
{
"key": "readme",
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"points": 30,
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"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "repository_description",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
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"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
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"count": 3
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.2
},
"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",
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"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 0/29 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"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": "10 commit(s) and 2 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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "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": 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
}
]
}
],
"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": 55,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 384
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"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": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
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}
],
"value": 29,
"inputs": {
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"has_tests": false,
"lockfiles": [
"Cargo.lock"
],
"has_dockerfile": false,
"typed_language": true,
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"typecheck_configs": [],
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"toolchain_manifests": [],
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},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
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"points": 0,
"status": "missed",
"details": [],
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},
{
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"points": 0,
"status": "missed",
"details": [],
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},
{
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
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}
}
],
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},
{
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{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
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},
{
"key": "demonstrated_agent_practice",
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{
"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",
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}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"largest_source_bytes": 49316,
"source_files_sampled": 24,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
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{
"code": "statically_typed_language",
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}
}
],
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},
{
"key": "manageable_file_sizes",
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"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 24,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
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"points": 40,
"status": "met",
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{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
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}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge โ 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 'duello' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-17T11:23:56.870136Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mlund/duello.svg",
"full_name": "mlund/duello",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub โ 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 v0.11.0 โ full methodology ยท metrics wiki.
How one result sits in the wider record: aggregate statistics โ PyPI.