Public recordGood
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 01:04 UTC
elastic / elasticsearch-py
Official Python client for Elasticsearch
elastic/elasticsearch-py holds a health index of 84 out of 100, placing it in the Good band. It scores highest on Vitality (97/100) and lowest on AI Readiness (53/100). It was last updated today. 2 contributors account for most of its recent work.
84
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.
84
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
elasticOrganization
5,429 followers937 public repossince Feb 2014
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | elasticsearch | 9.4.1 | - | 172 | 51 days ago | restclientelasticelasticsearchindexkibanamappingsearch |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
97
Development activity
95Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 31.2/36 | Commit cadence — 45/52 weeks with commits |
| 18/18 | Commit volume — 129 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 129 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 45 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 30 days ago |
| 27/27 | Release cadence — a release every ~25.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v9.4.1 |
| releases_from_tags | no |
| days_since_latest_release | 30 |
| mean_days_between_releases | 25.7 |
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?
96
Popularity & adoption
98Excellent
How it's scored
| 59.1/60 | Stars — 4,384 stars |
| 25/25 | Forks — 1,210 forks |
| 14.4/15 | Watchers — 395 watchers |
Inputs used
| forks | 1,210 |
| stars | 4,384 |
| watchers | 395 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
93Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 7.2/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | yes |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
79
Maintainer resilience (bus factor)
61Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 12.2/22.5 | Commit distribution — top contributor authored 46% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.458 |
How it's scored
| 44.6/46.8 | Issue resolution — 95% of issues closed |
| 32.2/38.3 | PR acceptance — 1,900/2,259 decided PRs merged |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 16/29 approved changesets -- score normalized to 5 |
Inputs used
| merged_prs | 1,900 |
| open_issues | 56 |
| closed_issues | 1,126 |
| issue_closed_ratio | 0.953 |
| closed_unmerged_prs | 359 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 5,429 followers of elastic |
| 25/25 | Track record — 937 public repos, account ~12 yr old |
Inputs used
| followers | 5,429 |
| owner_type | Organization |
| is_verified | — |
| owner_login | elastic |
| public_repos | 937 |
| account_age_days | 4,526 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 51 days ago |
| 20/20 | Version history — 172 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | elasticsearch |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 51 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 7 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.js |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ela.st/es-python |
| 10/10 | Repository description |
| 10/10 | Topics — 4 topics |
| 0/10 | Wiki |
Inputs used
| topics | python, elasticsearch, search, client |
| has_wiki | no |
| homepage | https://ela.st/es-python |
| 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?
57
Security posture
57Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 16/29 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 18 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 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 |
| 0/7.5 | Vulnerabilities — 139 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.7 |
Excluded from scoring (no data or not applicable): 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.
53
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 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 | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
88Excellent
How it's scored
| 18/18 | One-command bootstrap — docs/sphinx/Makefile, noxfile.py |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.js |
| 11/11 | Static type checking — elasticsearch/py.typed, examples/quotes/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 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 |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | docs/sphinx/Makefile, noxfile.py |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | elasticsearch/py.typed, examples/quotes/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (elasticsearch/py.typed, examples/quotes/tsconfig.json) |
| 50.8/55 | Manageable file sizes — 24/318 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 364,592 |
| source_files_sampled | 318 |
| oversized_source_files | 24 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
4,384GitHub stars
100contributors
129commits, last 12 months
0days since last push
100releases
2bus factor
56open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.7 / 10
5.7aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 29 out of 29 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 |
| 5 | Code-Review | Found 16/29 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 18 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 139 existing vulnerabilities detected |
Direct dependencies 5
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | elastic-transport | >=9.4.1,<10 | pyproject.toml |
| PyPI | python-dateutil | — | pyproject.toml |
| PyPI | typing-extensions | — | pyproject.toml |
| PyPI | sniffio | — | pyproject.toml |
| PyPI | anyio | — | pyproject.toml |
All dependencies 399
Full resolved dependency set from the GitHub dependency graph: 7 direct and 392 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | anyio | 4.11.0 | direct |
| PyPI | elastic-transport | — | direct |
| PyPI | elastic-transport | 8.17.1 | direct |
| PyPI | python-dateutil | 2.9.0.post0 | direct |
| PyPI | sniffio | 1.3.1 | direct |
| PyPI | typing-extensions | 3.10.0.0 | direct |
| PyPI | typing-extensions | 4.15.0 | direct |
| npm | @babel/code-frame | 7.27.1 | indirect |
| npm | @babel/compat-data | 7.28.4 | indirect |
| npm | @babel/core | 7.28.4 | indirect |
| npm | @babel/generator | 7.28.3 | indirect |
| npm | @babel/helper-compilation-targets | 7.27.2 | indirect |
| npm | @babel/helper-globals | 7.28.0 | indirect |
| npm | @babel/helper-module-imports | 7.27.1 | indirect |
| npm | @babel/helper-module-transforms | 7.28.3 | indirect |
| npm | @babel/helper-plugin-utils | 7.27.1 | indirect |
| npm | @babel/helper-string-parser | 7.27.1 | indirect |
| npm | @babel/helper-validator-identifier | 7.27.1 | indirect |
| npm | @babel/helper-validator-option | 7.27.1 | indirect |
| npm | @babel/helpers | 7.28.4 | indirect |
| npm | @babel/parser | 7.28.4 | indirect |
| npm | @babel/plugin-transform-react-jsx-self | 7.27.1 | indirect |
| npm | @babel/plugin-transform-react-jsx-source | 7.27.1 | indirect |
| npm | @babel/runtime | 7.28.4 | indirect |
| npm | @babel/template | 7.27.2 | indirect |
| npm | @babel/traverse | 7.28.4 | indirect |
| npm | @babel/types | 7.28.4 | indirect |
| npm | @elastic/request-converter | 8.18.0 | indirect |
| npm | @esbuild/aix-ppc64 | 0.25.10 | indirect |
| npm | @esbuild/android-arm | 0.25.10 | indirect |
| npm | @esbuild/android-arm64 | 0.25.10 | indirect |
| npm | @esbuild/android-x64 | 0.25.10 | indirect |
| npm | @esbuild/darwin-arm64 | 0.25.10 | indirect |
| npm | @esbuild/darwin-x64 | 0.25.10 | indirect |
| npm | @esbuild/freebsd-arm64 | 0.25.10 | indirect |
| npm | @esbuild/freebsd-x64 | 0.25.10 | indirect |
| npm | @esbuild/linux-arm | 0.25.10 | indirect |
| npm | @esbuild/linux-arm64 | 0.25.10 | indirect |
| npm | @esbuild/linux-ia32 | 0.25.10 | indirect |
| npm | @esbuild/linux-loong64 | 0.25.10 | indirect |
| npm | @esbuild/linux-mips64el | 0.25.10 | indirect |
| npm | @esbuild/linux-ppc64 | 0.25.10 | indirect |
| npm | @esbuild/linux-riscv64 | 0.25.10 | indirect |
| npm | @esbuild/linux-s390x | 0.25.10 | indirect |
| npm | @esbuild/linux-x64 | 0.25.10 | indirect |
| npm | @esbuild/netbsd-arm64 | 0.25.10 | indirect |
| npm | @esbuild/netbsd-x64 | 0.25.10 | indirect |
| npm | @esbuild/openbsd-arm64 | 0.25.10 | indirect |
| npm | @esbuild/openbsd-x64 | 0.25.10 | indirect |
| npm | @esbuild/openharmony-arm64 | 0.25.10 | indirect |
| npm | @esbuild/sunos-x64 | 0.25.10 | indirect |
| npm | @esbuild/win32-arm64 | 0.25.10 | indirect |
| npm | @esbuild/win32-ia32 | 0.25.10 | indirect |
| npm | @esbuild/win32-x64 | 0.25.10 | indirect |
| npm | @eslint-community/eslint-utils | 4.9.0 | indirect |
| npm | @eslint-community/regexpp | 4.12.1 | indirect |
| npm | @eslint/config-array | 0.21.0 | indirect |
| npm | @eslint/config-helpers | 0.3.1 | indirect |
| npm | @eslint/core | 0.15.2 | indirect |
| npm | @eslint/eslintrc | 3.3.1 | indirect |
| npm | @eslint/js | 9.36.0 | indirect |
| npm | @eslint/object-schema | 2.1.6 | indirect |
| npm | @eslint/plugin-kit | 0.3.5 | indirect |
| npm | @humanfs/core | 0.19.1 | indirect |
| npm | @humanfs/node | 0.16.7 | indirect |
| npm | @humanwhocodes/module-importer | 1.0.1 | indirect |
| npm | @humanwhocodes/retry | 0.4.3 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/remapping | 2.3.5 | 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 | @nodelib/fs.scandir | 2.1.5 | indirect |
| npm | @nodelib/fs.stat | 2.0.5 | indirect |
| npm | @nodelib/fs.walk | 1.2.8 | indirect |
| npm | @popperjs/core | 2.11.8 | indirect |
| npm | @react-aria/ssr | 3.9.10 | indirect |
| npm | @restart/hooks | 0.4.16 | indirect |
| npm | @restart/hooks | 0.5.1 | indirect |
| npm | @restart/ui | 1.9.4 | indirect |
| npm | @rolldown/pluginutils | 1.0.0-beta.35 | indirect |
| npm | @rollup/rollup-android-arm-eabi | 4.52.2 | indirect |
| npm | @rollup/rollup-android-arm64 | 4.52.2 | indirect |
| npm | @rollup/rollup-darwin-arm64 | 4.52.2 | indirect |
| npm | @rollup/rollup-darwin-x64 | 4.52.2 | indirect |
| npm | @rollup/rollup-freebsd-arm64 | 4.52.2 | indirect |
| npm | @rollup/rollup-freebsd-x64 | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-arm-gnueabihf | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-arm-musleabihf | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-arm64-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-arm64-musl | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-loong64-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-ppc64-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-riscv64-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-riscv64-musl | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-s390x-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-x64-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-linux-x64-musl | 4.52.2 | indirect |
| npm | @rollup/rollup-openharmony-arm64 | 4.52.2 | indirect |
| npm | @rollup/rollup-win32-arm64-msvc | 4.52.2 | indirect |
| npm | @rollup/rollup-win32-ia32-msvc | 4.52.2 | indirect |
| npm | @rollup/rollup-win32-x64-gnu | 4.52.2 | indirect |
| npm | @rollup/rollup-win32-x64-msvc | 4.52.2 | indirect |
| npm | @swc/helpers | 0.5.17 | indirect |
| npm | @types/babel__core | 7.20.5 | indirect |
| npm | @types/babel__generator | 7.27.0 | indirect |
| npm | @types/babel__template | 7.4.4 | indirect |
| npm | @types/babel__traverse | 7.28.0 | indirect |
| npm | @types/estree | 1.0.8 | indirect |
| npm | @types/json-schema | 7.0.15 | indirect |
| npm | @types/prop-types | 15.7.15 | indirect |
| npm | @types/react | 19.1.13 | indirect |
| npm | @types/react-dom | 19.1.9 | indirect |
| npm | @types/react-transition-group | 4.4.12 | indirect |
| npm | @types/warning | 3.0.3 | indirect |
| npm | @typescript-eslint/eslint-plugin | 8.44.1 | indirect |
| npm | @typescript-eslint/parser | 8.44.1 | indirect |
| npm | @typescript-eslint/project-service | 8.44.1 | indirect |
| npm | @typescript-eslint/scope-manager | 8.44.1 | indirect |
| npm | @typescript-eslint/tsconfig-utils | 8.44.1 | indirect |
| npm | @typescript-eslint/type-utils | 8.44.1 | indirect |
| npm | @typescript-eslint/types | 8.44.1 | indirect |
| npm | @typescript-eslint/typescript-estree | 8.44.1 | indirect |
| npm | @typescript-eslint/utils | 8.44.1 | indirect |
| npm | @typescript-eslint/visitor-keys | 8.44.1 | indirect |
| npm | @vitejs/plugin-react | 5.0.3 | indirect |
| npm | acorn | 8.15.0 | indirect |
| npm | acorn-jsx | 5.3.2 | indirect |
| npm | ajv | 6.12.6 | indirect |
| npm | ansi-regex | 5.0.1 | indirect |
| npm | ansi-styles | 4.3.0 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | balanced-match | 1.0.2 | indirect |
| npm | base64-js | 1.5.1 | indirect |
| npm | base64url | 3.0.1 | indirect |
| npm | baseline-browser-mapping | 2.8.6 | indirect |
| npm | bl | 4.1.0 | indirect |
| npm | boostrap | 2.0.0 | indirect |
| npm | bootstrap | 5.3.8 | indirect |
| npm | brace-expansion | 1.1.11 | indirect |
| npm | brace-expansion | 1.1.12 | indirect |
| npm | brace-expansion | 2.0.2 | indirect |
| npm | braces | 3.0.3 | indirect |
| npm | browserslist | 4.26.2 | indirect |
| npm | buffer | 5.7.1 | indirect |
| npm | callsites | 3.1.0 | indirect |
| npm | caniuse-lite | 1.0.30001743 | indirect |
| npm | chalk | 4.1.2 | indirect |
| npm | classnames | 2.5.1 | indirect |
| npm | cli-cursor | 3.1.0 | indirect |
| npm | cli-spinners | 2.9.2 | indirect |
| npm | clone | 1.0.4 | indirect |
| npm | color-convert | 2.0.1 | indirect |
| npm | color-name | 1.1.4 | indirect |
| npm | commander | 12.1.0 | indirect |
| npm | concat-map | 0.0.1 | indirect |
| npm | convert-source-map | 2.0.0 | indirect |
| npm | cookie | 1.0.2 | indirect |
| npm | cross-spawn | 7.0.6 | indirect |
| npm | csstype | 3.1.3 | indirect |
| npm | debug | 4.4.3 | indirect |
| npm | deep-is | 0.1.4 | indirect |
| npm | defaults | 1.0.4 | indirect |
| npm | dequal | 2.0.3 | indirect |
| npm | dom-helpers | 5.2.1 | indirect |
| npm | electron-to-chromium | 1.5.223 | indirect |
| npm | esbuild | 0.25.10 | indirect |
| npm | escalade | 3.2.0 | indirect |
| npm | escape-string-regexp | 4.0.0 | indirect |
| npm | eslint | 9.36.0 | indirect |
| npm | eslint-plugin-react-hooks | 5.2.0 | indirect |
| npm | eslint-plugin-react-refresh | 0.4.21 | indirect |
| npm | eslint-scope | 8.4.0 | indirect |
| npm | eslint-visitor-keys | 3.4.3 | indirect |
| npm | eslint-visitor-keys | 4.2.1 | indirect |
| npm | espree | 10.4.0 | indirect |
| npm | esquery | 1.6.0 | 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-glob | 3.3.3 | indirect |
| npm | fast-json-stable-stringify | 2.1.0 | indirect |
| npm | fast-levenshtein | 2.0.6 | indirect |
| npm | fastq | 1.19.1 | indirect |
| npm | fdir | 6.5.0 | indirect |
| npm | file-entry-cache | 8.0.0 | indirect |
| npm | fill-range | 7.1.1 | indirect |
| npm | find-my-way-ts | 0.1.5 | indirect |
| npm | find-up | 5.0.0 | indirect |
| npm | flat-cache | 4.0.1 | indirect |
| npm | flatted | 3.3.3 | indirect |
| npm | fs.realpath | 1.0.0 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | gensync | 1.0.0-beta.2 | indirect |
| npm | glob | 7.2.3 | indirect |
| npm | glob-parent | 5.1.2 | indirect |
| npm | glob-parent | 6.0.2 | indirect |
| npm | globals | 14.0.0 | indirect |
| npm | globals | 16.4.0 | indirect |
| npm | graphemer | 1.4.0 | indirect |
| npm | handlebars | 4.7.8 | indirect |
| npm | has-flag | 4.0.0 | indirect |
| npm | ieee754 | 1.2.1 | indirect |
| npm | ignore | 5.3.2 | indirect |
| npm | ignore | 7.0.5 | indirect |
| npm | import-fresh | 3.3.1 | indirect |
| npm | imurmurhash | 0.1.4 | indirect |
| npm | inflight | 1.0.6 | indirect |
| npm | inherits | 2.0.4 | indirect |
| npm | invariant | 2.2.4 | indirect |
| npm | is-extglob | 2.1.1 | indirect |
| npm | is-glob | 4.0.3 | indirect |
| npm | is-interactive | 1.0.0 | indirect |
| npm | is-number | 7.0.0 | indirect |
| npm | is-unicode-supported | 0.1.0 | indirect |
| npm | isexe | 2.0.0 | indirect |
| npm | js-tokens | 4.0.0 | indirect |
| npm | js-yaml | 4.1.0 | indirect |
| npm | jsesc | 3.1.0 | 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 | json5 | 2.2.3 | indirect |
| npm | keyv | 4.5.4 | indirect |
| npm | levn | 0.4.1 | indirect |
| npm | locate-path | 6.0.0 | indirect |
| npm | lodash.merge | 4.6.2 | indirect |
| npm | log-symbols | 4.1.0 | indirect |
| npm | loose-envify | 1.4.0 | indirect |
| npm | lru-cache | 5.1.1 | indirect |
| npm | merge2 | 1.4.1 | indirect |
| npm | micromatch | 4.0.8 | indirect |
| npm | mimic-fn | 2.1.0 | indirect |
| npm | minimatch | 3.1.2 | indirect |
| npm | minimatch | 9.0.5 | indirect |
| npm | minimist | 1.2.8 | indirect |
| npm | ms | 2.1.3 | indirect |
| npm | nanoid | 3.3.11 | indirect |
| npm | natural-compare | 1.4.0 | indirect |
| npm | neo-async | 2.6.2 | indirect |
| npm | node-fetch | 2.7.0 | indirect |
| npm | node-releases | 2.0.21 | indirect |
| npm | object-assign | 4.1.1 | indirect |
| npm | once | 1.4.0 | indirect |
| npm | onetime | 5.1.2 | indirect |
| npm | optionator | 0.9.4 | indirect |
| npm | ora | 5.4.1 | indirect |
| npm | p-limit | 3.1.0 | indirect |
| npm | p-locate | 5.0.0 | indirect |
| npm | parent-module | 1.0.1 | indirect |
| npm | path-exists | 4.0.0 | indirect |
| npm | path-is-absolute | 1.0.1 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 2.3.1 | indirect |
| npm | picomatch | 4.0.3 | indirect |
| npm | postcss | 8.5.6 | indirect |
| npm | prelude-ls | 1.2.1 | indirect |
| npm | prettier | 2.8.8 | indirect |
| npm | prop-types | 15.8.1 | indirect |
| npm | prop-types-extra | 1.1.1 | indirect |
| npm | punycode | 2.3.1 | indirect |
| npm | queue-microtask | 1.2.3 | indirect |
| npm | react | 19.1.1 | indirect |
| npm | react-bootstrap | 2.10.10 | indirect |
| npm | react-dom | 19.1.1 | indirect |
| npm | react-is | 16.13.1 | indirect |
| npm | react-lifecycles-compat | 3.0.4 | indirect |
| npm | react-refresh | 0.17.0 | indirect |
| npm | react-router | 7.9.2 | indirect |
| npm | react-transition-group | 4.4.5 | indirect |
| npm | readable-stream | 3.6.2 | indirect |
| npm | resolve-from | 4.0.0 | indirect |
| npm | restore-cursor | 3.1.0 | indirect |
| npm | reusify | 1.1.0 | indirect |
| npm | rimraf | 3.0.2 | indirect |
| npm | rollup | 4.52.2 | indirect |
| npm | run-parallel | 1.2.0 | indirect |
| npm | safe-buffer | 5.2.1 | indirect |
| npm | scheduler | 0.26.0 | indirect |
| npm | semver | 6.3.1 | indirect |
| npm | semver | 7.7.2 | indirect |
| npm | set-cookie-parser | 2.7.1 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | signal-exit | 3.0.7 | indirect |
| npm | source-map | 0.6.1 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | string_decoder | 1.3.0 | indirect |
| npm | strip-ansi | 6.0.1 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | tinyglobby | 0.2.15 | indirect |
| npm | to-regex-range | 5.0.1 | indirect |
| npm | tr46 | 0.0.3 | indirect |
| npm | ts-api-utils | 2.1.0 | indirect |
| npm | tslib | 2.8.1 | indirect |
| npm | type-check | 0.4.0 | indirect |
| npm | typescript | 5.8.3 | indirect |
| npm | typescript-eslint | 8.44.1 | indirect |
| npm | uglify-js | 3.19.3 | indirect |
| npm | uncontrollable | 7.2.1 | indirect |
| npm | uncontrollable | 8.0.4 | indirect |
| npm | update-browserslist-db | 1.1.3 | indirect |
| npm | uri-js | 4.4.1 | indirect |
| npm | util-deprecate | 1.0.2 | indirect |
| npm | vite | 7.1.7 | indirect |
| npm | warning | 4.0.3 | indirect |
| npm | wcwidth | 1.0.1 | indirect |
| npm | webidl-conversions | 3.0.1 | indirect |
| npm | whatwg-url | 5.0.0 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | word-wrap | 1.2.5 | indirect |
| npm | wordwrap | 1.0.0 | indirect |
| npm | wrappy | 1.0.2 | indirect |
| npm | yallist | 3.1.1 | indirect |
| npm | yocto-queue | 0.1.0 | indirect |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiohttp | — | indirect |
| PyPI | aiohttp | 3.12.15 | indirect |
| PyPI | aiohttp | 3.7.4.post0 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | asgiref | 3.3.4 | indirect |
| PyPI | async-timeout | 3.0.1 | indirect |
| PyPI | attrs | 21.2.0 | indirect |
| PyPI | attrs | 25.3.0 | indirect |
| PyPI | certifi | 2023.7.22 | indirect |
| PyPI | certifi | 2025.8.3 | indirect |
| PyPI | chardet | 4.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.3 | indirect |
| PyPI | click | 8.0.1 | indirect |
| PyPI | click | 8.3.0 | indirect |
| PyPI | elastic-apm | 6.2.1 | indirect |
| PyPI | elasticsearch | — | indirect |
| PyPI | elasticsearch | 7.13.1 | indirect |
| PyPI | elasticsearch | 8.19.1 | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | fastapi | 0.117.1 | indirect |
| PyPI | fastapi | 0.65.1 | indirect |
| PyPI | filelock | 3.19.1 | indirect |
| PyPI | frozenlist | 1.7.0 | indirect |
| PyPI | fsspec | 2025.9.0 | indirect |
| PyPI | h11 | 0.12.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | hf-xet | 1.1.10 | indirect |
| PyPI | huggingface-hub | 0.35.0 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | idna | 3.2 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | joblib | 1.5.2 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | multidict | 5.1.0 | indirect |
| PyPI | multidict | 6.6.4 | indirect |
| PyPI | networkx | 3.5 | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpy | 2.3.3 | indirect |
| PyPI | orjson | — | indirect |
| PyPI | orjson | 3.11.3 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pillow | 11.3.0 | indirect |
| PyPI | propcache | 0.3.2 | indirect |
| PyPI | pyarrow | — | indirect |
| PyPI | pydantic | 1.8.2 | indirect |
| PyPI | pydantic | 2.11.9 | indirect |
| PyPI | pydantic-core | 2.33.2 | indirect |
| PyPI | pyyaml | — | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | regex | 2025.9.18 | indirect |
| PyPI | requests | — | indirect |
| PyPI | requests | 2.32.5 | indirect |
| PyPI | safetensors | 0.6.2 | indirect |
| PyPI | scikit-learn | 1.7.2 | indirect |
| PyPI | scipy | 1.16.2 | indirect |
| PyPI | sentence-transformers | — | indirect |
| PyPI | sentence-transformers | 5.1.1 | indirect |
| PyPI | simsimd | — | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sphinx-rtd-theme | — | indirect |
| PyPI | starlette | 0.14.2 | indirect |
| PyPI | starlette | 0.48.0 | indirect |
| PyPI | sympy | 1.14.0 | indirect |
| PyPI | threadpoolctl | 3.6.0 | indirect |
| PyPI | tokenizers | 0.22.1 | indirect |
| PyPI | torch | 2.8.0 | indirect |
| PyPI | tqdm | — | indirect |
| PyPI | tqdm | 4.67.1 | indirect |
| PyPI | transformers | 4.56.2 | indirect |
| PyPI | typing-inspection | 0.4.1 | indirect |
| PyPI | urllib3 | — | indirect |
| PyPI | urllib3 | 1.26.5 | indirect |
| PyPI | urllib3 | 2.5.0 | indirect |
| PyPI | uvicorn | — | indirect |
| PyPI | uvicorn | 0.14.0 | indirect |
| PyPI | uvicorn | 0.36.0 | indirect |
| PyPI | yarl | 1.20.1 | indirect |
| PyPI | yarl | 1.6.3 | indirect |
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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{
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],
"has_wiki": false,
"homepage": "https://ela.st/es-python",
"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://ela.st/es-python",
"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": "4 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 4
}
}
],
"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": 57,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.7
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 16/29 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 18 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 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": "139 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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": 9
},
"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": 53,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 88,
"inputs": {
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"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
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"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"elasticsearch/py.typed",
"examples/quotes/tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/sphinx/Makefile, noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/sphinx/Makefile, noxfile.py"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "eslint.config.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "elasticsearch/py.typed, examples/quotes/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "elasticsearch/py.typed, examples/quotes/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 78,
"inputs": {
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"largest_source_bytes": 364592,
"source_files_sampled": 318,
"oversized_source_files": 24
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (elasticsearch/py.typed, examples/quotes/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "elasticsearch/py.typed, examples/quotes/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "24/318 source files over 60KB",
"points": 50.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 318,
"oversized": 24
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"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": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-17T01:04:37.055816Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/elastic/elasticsearch-py.svg",
"full_name": "elastic/elasticsearch-py",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.