Public recordGood
Software health reportschema 0.15.0 · metrics 1.13.0 · 2026-07-19 12:56 UTC
jshwi / docsig
Check Python signature params for proper documentation
jshwi/docsig holds a health index of 76 out of 100, placing it in the Good band. It scores highest on Engineering Quality (100/100) and lowest on Security (58/100). It was last updated today. A single contributor accounts for most of its recent work.
76
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
76
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Stephen WhitlockPersonal account
654 followers21 public repossince Oct 2017Squiz
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | docsig | 0.91.2 | 555,993 | 146 | 0 days ago | checkdocsdocstringparamssignature |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
92
Development activity
87Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 22.8/36 | Commit cadence — 33/52 weeks with commits |
| 18/18 | Commit volume — 577 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 577 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 33 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v0.91.2 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4 |
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?
64
Popularity & adoption
31At risk
How it's scored
| 26.5/60 | Stars — 44 stars |
| 2.5/25 | Forks — 3 forks |
| 1.7/15 | Watchers — 3 watchers |
Inputs used
| forks | 3 |
| stars | 44 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
79Good
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
96Excellent
How it's scored
| 76.6/80 | Monthly downloads — 555,993 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | docsig |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 555,993 |
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?
62
Maintainer resilience (bus factor)
25Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.6/22.5 | Commit distribution — top contributor authored 88% of commits |
| 10.8/13.5 | Contributor breadth — 8 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0.885 |
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 27.7/38.3 | PR acceptance — 615/848 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 615 |
| open_issues | 0 |
| closed_issues | 110 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 233 |
Ownership & stewardship
65Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 20.2/25 | Owner reach — 654 followers of jshwi |
| 21.8/25 | Track record — 21 public repos, account ~8 yr old |
Inputs used
| followers | 654 |
| owner_type | User |
| is_verified | — |
| owner_login | jshwi |
| public_repos | 21 |
| account_age_days | 3,199 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 146 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | docsig |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
100
Engineering practices
100Excellent
How it's scored
| 24/24 | CI workflows — 6 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.mjs, tox.ini |
| 9.6/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | yes |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://docsig.io |
| 10/10 | Repository description |
| 10/10 | Topics — 16 topics |
| 10/10 | Wiki |
Inputs used
| topics | compare, docstring, parameters, signature, tool, function, check, ci, document, test, pre-commit, python, google, numpy, sphinx, pyproject |
| has_wiki | yes |
| homepage | https://docsig.io |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
58
Security posture
58Moderate
How it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool detected: CodeQL |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5.8 |
Excluded from scoring (no data or not applicable): ci_tests, packaging, 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 — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
81
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 9,003 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
86Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile, docs/Makefile, plugin/intellij/Makefile, plugin/neovim/Makefile, plugin/vscode/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.mjs, tox.ini |
| 11/11 | Static type checking — docsig/py.typed, plugin/vscode/tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json, poetry.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile, docs/Makefile, plugin/intellij/Makefile, plugin/neovim/Makefile, plugin/vscode/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | docsig/py.typed, plugin/vscode/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (docsig/py.typed, plugin/vscode/tsconfig.json) |
| 54.1/55 | Manageable file sizes — 2/129 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 159,265 |
| source_files_sampled | 129 |
| oversized_source_files | 2 |
Key facts
44GitHub stars
8contributors
577commits, last 12 months
0days since last push
100releases
1bus factor
0open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.8 / 10
5.8aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 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 |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool detected: CodeQL |
| 10 | Security-Policy | security policy file 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 4
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | astroid | (>=4.0.2,<5.0.0) | pyproject.toml |
| PyPI | pathspec | (>=0.12.1,<1.2.0) | pyproject.toml |
| PyPI | tomli | (>=2.0.1,<3.0.0) | pyproject.toml |
| PyPI | wcmatch | (>=10.2.1,<11.0.0) | pyproject.toml |
All dependencies 349
Full resolved dependency set from the GitHub dependency graph: 5 direct and 344 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | astroid | 4.0.4 | direct |
| PyPI | pathspec | 1.1.1 | direct |
| PyPI | tomli | 2.4.1 | direct |
| PyPI | wcmatch | 10.1 | direct |
| PyPI | wcmatch | 10.2.1 | direct |
| npm | @bcoe/v8-coverage | 1.0.2 | indirect |
| npm | @eslint-community/eslint-utils | 4.9.1 | indirect |
| npm | @eslint-community/regexpp | 4.12.2 | indirect |
| npm | @eslint/config-array | 0.23.5 | indirect |
| npm | @eslint/config-helpers | 0.6.0 | indirect |
| npm | @eslint/core | 1.2.1 | indirect |
| npm | @eslint/object-schema | 3.0.5 | indirect |
| npm | @eslint/plugin-kit | 0.7.2 | indirect |
| npm | @humanfs/core | 0.19.2 | indirect |
| npm | @humanfs/node | 0.16.8 | indirect |
| npm | @humanfs/types | 0.15.0 | indirect |
| npm | @humanwhocodes/module-importer | 1.0.1 | indirect |
| npm | @humanwhocodes/retry | 0.4.3 | indirect |
| npm | @isaacs/cliui | 8.0.2 | indirect |
| npm | @istanbuljs/schema | 0.1.6 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirect |
| npm | @pkgjs/parseargs | 0.11.0 | indirect |
| npm | @sinonjs/commons | 3.0.1 | indirect |
| npm | @sinonjs/fake-timers | 15.4.0 | indirect |
| npm | @sinonjs/samsam | 10.0.2 | indirect |
| npm | @types/esrecurse | 4.3.1 | indirect |
| npm | @types/estree | 1.0.9 | indirect |
| npm | @types/istanbul-lib-coverage | 2.0.6 | indirect |
| npm | @types/json-schema | 7.0.15 | indirect |
| npm | @types/mocha | 10.0.10 | indirect |
| npm | @types/node | 26.1.1 | indirect |
| npm | @types/sinon | 22.0.0 | indirect |
| npm | @types/sinonjs__fake-timers | 15.0.1 | indirect |
| npm | @types/vscode | 1.125.0 | indirect |
| npm | @typescript-eslint/eslint-plugin | 8.64.0 | indirect |
| npm | @typescript-eslint/parser | 8.64.0 | indirect |
| npm | @typescript-eslint/project-service | 8.64.0 | indirect |
| npm | @typescript-eslint/scope-manager | 8.64.0 | indirect |
| npm | @typescript-eslint/tsconfig-utils | 8.64.0 | indirect |
| npm | @typescript-eslint/type-utils | 8.64.0 | indirect |
| npm | @typescript-eslint/types | 8.64.0 | indirect |
| npm | @typescript-eslint/typescript-estree | 8.64.0 | indirect |
| npm | @typescript-eslint/utils | 8.64.0 | indirect |
| npm | @typescript-eslint/visitor-keys | 8.64.0 | indirect |
| npm | @vscode/test-cli | 0.0.15 | indirect |
| npm | @vscode/test-electron | 3.0.0 | indirect |
| npm | acorn | 8.17.0 | indirect |
| npm | acorn-jsx | 5.3.2 | indirect |
| npm | agent-base | 7.1.4 | indirect |
| npm | ajv | 6.15.0 | indirect |
| npm | ansi-regex | 5.0.1 | indirect |
| npm | ansi-regex | 6.2.2 | indirect |
| npm | ansi-styles | 4.3.0 | indirect |
| npm | ansi-styles | 6.2.3 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | balanced-match | 1.0.2 | indirect |
| npm | balanced-match | 4.0.4 | indirect |
| npm | brace-expansion | 2.1.1 | indirect |
| npm | brace-expansion | 5.0.6 | indirect |
| npm | brace-expansion | 5.0.7 | indirect |
| npm | braces | 3.0.3 | indirect |
| npm | browser-stdout | 1.3.1 | indirect |
| npm | c8 | 11.0.0 | indirect |
| npm | camelcase | 6.3.0 | indirect |
| npm | chalk | 4.1.2 | indirect |
| npm | chalk | 5.6.2 | indirect |
| npm | chokidar | 4.0.3 | indirect |
| npm | chokidar | 5.0.0 | indirect |
| npm | cli-cursor | 5.0.0 | indirect |
| npm | cli-spinners | 2.9.2 | indirect |
| npm | cliui | 8.0.1 | indirect |
| npm | cliui | 9.0.1 | indirect |
| npm | color-convert | 2.0.1 | indirect |
| npm | color-name | 1.1.4 | indirect |
| npm | convert-source-map | 2.0.0 | indirect |
| npm | core-util-is | 1.0.3 | indirect |
| npm | cross-spawn | 7.0.6 | indirect |
| npm | debug | 4.4.3 | indirect |
| npm | decamelize | 4.0.0 | indirect |
| npm | deep-is | 0.1.4 | indirect |
| npm | diff | 8.0.4 | indirect |
| npm | diff | 9.0.0 | indirect |
| npm | eastasianwidth | 0.2.0 | indirect |
| npm | emoji-regex | 10.6.0 | indirect |
| npm | emoji-regex | 8.0.0 | indirect |
| npm | emoji-regex | 9.2.2 | indirect |
| npm | enhanced-resolve | 5.24.0 | indirect |
| npm | escalade | 3.2.0 | indirect |
| npm | escape-string-regexp | 4.0.0 | indirect |
| npm | eslint | 10.7.0 | indirect |
| npm | eslint-config-prettier | 10.1.8 | indirect |
| npm | eslint-plugin-check-file | 3.3.1 | indirect |
| npm | eslint-scope | 9.1.2 | indirect |
| npm | eslint-visitor-keys | 3.4.3 | indirect |
| npm | eslint-visitor-keys | 5.0.1 | indirect |
| npm | espree | 11.2.0 | indirect |
| npm | esquery | 1.7.0 | indirect |
| npm | esrecurse | 4.3.0 | indirect |
| npm | estraverse | 5.3.0 | indirect |
| npm | esutils | 2.0.3 | indirect |
| npm | fast-deep-equal | 3.1.3 | indirect |
| npm | fast-json-stable-stringify | 2.1.0 | indirect |
| npm | fast-levenshtein | 2.0.6 | indirect |
| npm | fdir | 6.5.0 | indirect |
| npm | file-entry-cache | 8.0.0 | indirect |
| npm | fill-range | 7.1.1 | indirect |
| npm | find-up | 5.0.0 | indirect |
| npm | flat | 5.0.2 | indirect |
| npm | flat-cache | 4.0.1 | indirect |
| npm | flatted | 3.4.2 | indirect |
| npm | foreground-child | 3.3.1 | indirect |
| npm | get-caller-file | 2.0.5 | indirect |
| npm | get-east-asian-width | 1.6.0 | indirect |
| npm | glob | 10.5.0 | indirect |
| npm | glob | 13.0.6 | indirect |
| npm | glob-parent | 6.0.2 | indirect |
| npm | graceful-fs | 4.2.11 | indirect |
| npm | has-flag | 4.0.0 | indirect |
| npm | he | 1.2.0 | indirect |
| npm | html-escaper | 2.0.2 | indirect |
| npm | http-proxy-agent | 7.0.2 | indirect |
| npm | https-proxy-agent | 7.0.6 | indirect |
| npm | ignore | 5.3.2 | indirect |
| npm | ignore | 7.0.6 | indirect |
| npm | immediate | 3.0.6 | indirect |
| npm | imurmurhash | 0.1.4 | indirect |
| npm | inherits | 2.0.4 | indirect |
| npm | is-extglob | 2.1.1 | indirect |
| npm | is-fullwidth-code-point | 3.0.0 | indirect |
| npm | is-glob | 4.0.3 | indirect |
| npm | is-interactive | 2.0.0 | indirect |
| npm | is-number | 7.0.0 | indirect |
| npm | is-path-inside | 3.0.3 | indirect |
| npm | is-plain-obj | 2.1.0 | indirect |
| npm | is-unicode-supported | 0.1.0 | indirect |
| npm | is-unicode-supported | 1.3.0 | indirect |
| npm | is-unicode-supported | 2.1.0 | indirect |
| npm | isarray | 1.0.1 | indirect |
| npm | isexe | 2.0.0 | indirect |
| npm | istanbul-lib-coverage | 3.2.2 | indirect |
| npm | istanbul-lib-report | 3.0.1 | indirect |
| npm | istanbul-reports | 3.2.0 | indirect |
| npm | jackspeak | 3.4.3 | indirect |
| npm | js-yaml | 4.2.0 | indirect |
| npm | json-buffer | 3.0.1 | indirect |
| npm | json-schema-traverse | 0.4.1 | indirect |
| npm | json-stable-stringify-without-jsonify | 1.0.1 | indirect |
| npm | jszip | 3.10.1 | indirect |
| npm | keyv | 4.5.4 | indirect |
| npm | levn | 0.4.1 | indirect |
| npm | lie | 3.3.0 | indirect |
| npm | locate-path | 6.0.0 | indirect |
| npm | log-symbols | 4.1.0 | indirect |
| npm | log-symbols | 6.0.0 | indirect |
| npm | lru-cache | 10.4.3 | indirect |
| npm | lru-cache | 11.5.1 | indirect |
| npm | make-dir | 4.0.0 | indirect |
| npm | micromatch | 4.0.8 | indirect |
| npm | mimic-function | 5.0.1 | indirect |
| npm | minimatch | 10.2.5 | indirect |
| npm | minimatch | 9.0.9 | indirect |
| npm | minipass | 7.1.3 | indirect |
| npm | mocha | 11.7.6 | indirect |
| npm | ms | 2.1.3 | indirect |
| npm | natural-compare | 1.4.0 | indirect |
| npm | onetime | 7.0.0 | indirect |
| npm | optionator | 0.9.4 | indirect |
| npm | ora | 8.2.0 | indirect |
| npm | p-limit | 3.1.0 | indirect |
| npm | p-locate | 5.0.0 | indirect |
| npm | package-json-from-dist | 1.0.1 | indirect |
| npm | pako | 1.0.11 | indirect |
| npm | path-exists | 4.0.0 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | path-scurry | 1.11.1 | indirect |
| npm | path-scurry | 2.0.2 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 2.3.2 | indirect |
| npm | picomatch | 4.0.5 | indirect |
| npm | prelude-ls | 1.2.1 | indirect |
| npm | prettier | 3.9.5 | indirect |
| npm | process-nextick-args | 2.0.1 | indirect |
| npm | punycode | 2.3.1 | indirect |
| npm | readable-stream | 2.3.8 | indirect |
| npm | readdirp | 4.1.2 | indirect |
| npm | readdirp | 5.0.0 | indirect |
| npm | require-directory | 2.1.1 | indirect |
| npm | restore-cursor | 5.1.0 | indirect |
| npm | safe-buffer | 5.1.2 | indirect |
| npm | semver | 7.8.2 | indirect |
| npm | serialize-javascript | 7.0.5 | indirect |
| npm | setimmediate | 1.0.5 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | signal-exit | 4.1.0 | indirect |
| npm | sinon | 22.0.0 | indirect |
| npm | stdin-discarder | 0.2.2 | indirect |
| npm | string-width | 4.2.3 | indirect |
| npm | string-width | 5.1.2 | indirect |
| npm | string-width | 7.2.0 | indirect |
| npm | string_decoder | 1.1.1 | indirect |
| npm | strip-ansi | 6.0.1 | indirect |
| npm | strip-ansi | 7.2.0 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 10.2.2 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | supports-color | 8.1.1 | indirect |
| npm | tapable | 2.3.3 | indirect |
| npm | test-exclude | 8.0.0 | indirect |
| npm | tinyglobby | 0.2.17 | indirect |
| npm | to-regex-range | 5.0.1 | indirect |
| npm | ts-api-utils | 2.5.0 | indirect |
| npm | type-check | 0.4.0 | indirect |
| npm | type-detect | 4.0.8 | indirect |
| npm | type-detect | 4.1.0 | indirect |
| npm | typescript | 6.0.3 | indirect |
| npm | typescript-eslint | 8.64.0 | indirect |
| npm | undici-types | 8.3.0 | indirect |
| npm | uri-js | 4.4.1 | indirect |
| npm | util-deprecate | 1.0.2 | indirect |
| npm | v8-to-istanbul | 9.3.0 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | word-wrap | 1.2.5 | indirect |
| npm | workerpool | 9.3.4 | indirect |
| npm | wrap-ansi | 7.0.0 | indirect |
| npm | wrap-ansi | 8.1.0 | indirect |
| npm | wrap-ansi | 9.0.2 | indirect |
| npm | y18n | 5.0.8 | indirect |
| npm | yargs | 17.7.2 | indirect |
| npm | yargs | 18.0.0 | indirect |
| npm | yargs-parser | 21.1.1 | indirect |
| npm | yargs-parser | 22.0.0 | indirect |
| npm | yargs-unparser | 2.0.0 | indirect |
| npm | yocto-queue | 0.1.0 | indirect |
| PyPI | accessible-pygments | 0.0.5 | indirect |
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| PyPI | ast-serialize | 0.6.0 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | beautifulsoup4 | 4.15.0 | indirect |
| PyPI | black | 26.5.1 | indirect |
| PyPI | bracex | 3.0 | indirect |
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| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
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| PyPI | distlib | 0.4.3 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
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| PyPI | httpx2 | 2.7.0 | indirect |
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| PyPI | imagesize | 1.5.0 | indirect |
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| PyPI | mccabe | 0.7.0 | indirect |
| PyPI | mdit-py-plugins | 0.6.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mypy | 2.3.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | myst-parser | 4.0.1 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pip | 26.1.2 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
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| PyPI | pycodestyle | 2.14.0 | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pydantic-settings | 2.14.2 | indirect |
| PyPI | pyflakes | 3.4.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pylint | 4.0.6 | indirect |
| PyPI | pyproject-api | 1.10.1 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-benchmark | 5.2.3 | indirect |
| PyPI | pytest-cov | 7.1.0 | indirect |
| PyPI | pytest-randomly | 4.1.0 | indirect |
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| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | python-discovery | 1.4.4 | indirect |
| PyPI | python-dotenv | 1.2.2 | indirect |
| PyPI | pytokens | 0.4.1 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | questionary | 2.1.1 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | requirements-parser | 0.13.1 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | rich-click | 1.9.8 | indirect |
| PyPI | roman-numerals | 4.1.0 | indirect |
| PyPI | setuptools | 83.0.0 | indirect |
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| PyPI | snowballstemmer | 3.1.1 | indirect |
| PyPI | soupsieve | 2.8.4 | indirect |
| PyPI | sphinx | 8.1.3 | indirect |
| PyPI | sphinx-basic-ng | 1.0.0b2 | indirect |
| PyPI | sphinx-copybutton | 0.5.2 | indirect |
| PyPI | sphinx-last-updated-by-git | 0.3.8 | indirect |
| PyPI | sphinx-markdown-builder | 0.6.10 | indirect |
| PyPI | sphinx-sitemap | 2.9.0 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
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| PyPI | towncrier | 25.8.0 | indirect |
| PyPI | tox | 4.56.4 | indirect |
| PyPI | trove-classifiers | 2026.6.1.19 | indirect |
| PyPI | truststore | 0.10.4 | indirect |
| PyPI | typing-extensions | 4.16.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | validate-pyproject | 0.25 | indirect |
| PyPI | validate-pyproject-schema-store | 2026.7.17 | indirect |
| PyPI | virtualenv | 21.6.1 | indirect |
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{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 64,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 31,
"inputs": {
"forks": 3,
"stars": 44,
"watchers": 3,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "44 stars",
"points": 26.5,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 44
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 3
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "3 watchers",
"points": 1.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 3
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 79,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 96,
"inputs": {
"packages": [
"docsig"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 555993
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "555,993 downloads/month across pypi",
"points": 76.6,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 555993,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 62,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 8,
"top_contributor_share": 0.885
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 88% of commits",
"points": 2.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 88
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "8 contributors",
"points": 10.8,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 8
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"merged_prs": 615,
"open_issues": 0,
"closed_issues": 110,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 233
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "615/848 decided PRs merged",
"points": 27.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 615,
"decided": 848
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 65,
"inputs": {
"followers": 654,
"owner_type": "User",
"is_verified": null,
"owner_login": "jshwi",
"public_repos": 21,
"account_age_days": 3199
},
"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": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "654 followers of jshwi",
"points": 20.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 654,
"login": "jshwi"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "21 public repos, account ~8 yr old",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 21
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"docsig"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"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 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "146 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 146
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 100,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": "eslint.config.mjs, tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.mjs, tox.ini"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"compare",
"docstring",
"parameters",
"signature",
"tool",
"function",
"check",
"ci",
"document",
"test",
"pre-commit",
"python",
"google",
"numpy",
"sphinx",
"pyproject"
],
"has_wiki": true,
"homepage": "https://docsig.io",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://docsig.io",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "16 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 16
}
}
],
"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": 58,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 5.8
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0/30 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": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 27 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool detected: CodeQL",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "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": "good",
"name": "AI Readiness",
"value": 81,
"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": 9003
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
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],
"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."
}
],
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},
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"generated_at": "2026-07-19T12:56:27.353590Z",
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"full_name": "jshwi/docsig",
"license_state": "custom",
"license_spdx": null
}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 v0.15.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.