Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 00:31 UTC

langchain-ai / langsmith-sdk

LangSmith Client SDK Implementations

Python · TypeScriptMIT★ 971 stars⑂ 262 forkssince May 2023View on GitHub ↗
#evaluation#language-model#observability

langchain-ai/langsmith-sdk holds a health index of 88 out of 100, placing it in the Excellent band. It scores highest on Vitality (100/100) and lowest on Security (83/100). It was last updated today. 4 contributors account for most of its recent work.

88
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

88
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

LangChainOrganization
20,913 followers251 public repossince Mar 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmlangsmith0.8.322,613,4364391 day agollmtracingevaluationlangchain
PyPIlangsmith0.10.5-5071 day agoevaluationlangchainlangsmithlanguagellmnlpplatformtracingtranslation

Metrics by category

Vitality

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

100Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 911 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year911
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Release discipline

100Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~1.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv0.10.5
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases1.5
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?

84Good · 18% of overall

Popularity & adoption

74Good
How it's scored
48.4/60Stars — 971 stars
20.1/25Forks — 262 forks
6/15Watchers — 13 watchers
Inputs used
forks262
stars971
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Ecosystem adoption (downloads)

100Excellent
How it's scored
80/80Monthly downloads — 22,613,436 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageslangsmith, langsmith
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads22,613,436
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?

86Excellent · 24% of overall

Maintainer resilience (bus factor)

85Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
18.2/22.5Commit distribution — top contributor authored 19% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled99
top_contributor_share0.19

Issue & PR responsiveness

86Excellent
How it's scored
38.4/46.8Issue resolution — 82% of issues closed
32.3/38.3PR acceptance — 2,067/2,446 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs2,067
open_issues109
closed_issues499
issue_closed_ratio0.821
closed_unmerged_prs379

Ownership & stewardship

75Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 20,913 followers of langchain-ai
19.7/25Track record — 251 public repos, account ~3 yr old
Inputs used
followers20,913
owner_typeOrganization
is_verified—
owner_loginlangchain-ai
public_repos251
account_age_days1,232

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 1 days ago
20/20Version history — 507 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageslangsmith, langsmith
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall

Engineering practices

94Excellent
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://docs.smith.langchain.com/
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicsevaluation, language-model, observability
has_wikiyes
homepagehttps://docs.smith.langchain.com/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

83Good · 16% of overall

Security posture

83Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 13 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate8.3
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 — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

85Excellent · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — js/AGENTS.md, python/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesjs/AGENTS.md, python/AGENTS.md
agent_instruction_max_bytes2,135
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

97Excellent
How it's scored
18/18One-command bootstrap — Makefile, js/Makefile, python/Makefile, python/docs/Makefile
22/22Automated tests
11/11Lint / format config
11/11Static type checking — js/internal/environment_tests/test-exports-esm/tsconfig.json, js/tsconfig.json, python/langsmith/_openapi_client/py.typed, python/langsmith/py.typed, python/mypy.ini
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, js/Makefile, python/Makefile, python/docs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsjs/internal/environment_tests/test-exports-esm/tsconfig.json, js/tsconfig.json, python/langsmith/_openapi_client/py.typed, python/langsmith/py.typed, python/mypy.ini
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

81Good
How it's scored
27/45Type-checkable code — Python with type-check config (js/internal/environment_tests/test-exports-esm/tsconfig.json, js/tsconfig.json, python/langsmith/_openapi_client/py.typed, python/langsmith/py.typed, python/mypy.ini)
53.6/55Manageable file sizes — 16/622 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes442,509
source_files_sampled622
oversized_source_files16

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — openapi/openapi.yaml
0/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_filesopenapi/openapi.yaml

Key facts

971GitHub stars
99contributors
911commits, last 12 months
0days since last push
100releases
4bus factor
109open issues
npm, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 8.3 / 10
8.3aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-17 00:30 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities13 existing vulnerabilities detected
Direct dependencies 15
RegistryPackageVersion constraintManifest
npmp-queue6.6.2js/package.json
PyPIpydantic>=2,<3python/pyproject.toml
PyPIrequests>=2.0.0python/pyproject.toml
PyPIorjson>=3.9.14python/pyproject.toml
PyPIhttpx>=0.23.0,<1python/pyproject.toml
PyPIrequests-toolbelt>=1.0.0python/pyproject.toml
PyPIzstandard>=0.23.0python/pyproject.toml
PyPIpackaging>=23.2python/pyproject.toml
PyPIuuid-utils>=0.12.0,<1.0python/pyproject.toml
PyPIxxhash>=3.0.0python/pyproject.toml
PyPIwebsockets>=15.0python/pyproject.toml
PyPIanyio>=3.5.0python/pyproject.toml
PyPIdistro>=1.7.0python/pyproject.toml
PyPIsniffio>=1.1python/pyproject.toml
PyPItyping_extensions>=4.0.0python/pyproject.toml
All dependencies 1,629

Full resolved dependency set from the GitHub dependency graph: 16 direct and 1,613 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npmp-queue6.6.2direct
npmp-queue9.3.0direct
PyPIanyio4.14.1direct
PyPIdistro1.9.0direct
PyPIhttpx0.28.1direct
PyPIorjson3.11.9direct
PyPIpackaging26.2direct
PyPIpydantic2.13.4direct
PyPIrequests2.34.2direct
PyPIrequests-toolbelt1.0.0direct
PyPIsniffio1.3.1direct
PyPItyping-extensions4.15.0direct
PyPIuuid-utils0.16.2direct
PyPIwebsockets15.0.1direct
PyPIxxhash3.8.0direct
PyPIzstandard0.25.0direct
npm@ai-sdk/anthropic4.0.0-beta.67indirect
npm@ai-sdk/gateway4.0.0-beta.109indirect
npm@ai-sdk/openai4.0.4indirect
npm@ai-sdk/provider4.0.0-beta.19indirect
npm@ai-sdk/provider4.0.1indirect
npm@ai-sdk/provider-utils5.0.0-beta.49indirect
npm@ai-sdk/provider-utils5.0.2indirect
npm@anthropic-ai/claude-agent-sdk0.3.150indirect
npm@anthropic-ai/claude-agent-sdk-darwin-arm640.3.150indirect
npm@anthropic-ai/claude-agent-sdk-darwin-x640.3.150indirect
npm@anthropic-ai/claude-agent-sdk-linux-arm640.3.150indirect
npm@anthropic-ai/claude-agent-sdk-linux-arm64-musl0.3.150indirect
npm@anthropic-ai/claude-agent-sdk-linux-x640.3.150indirect
npm@anthropic-ai/claude-agent-sdk-linux-x64-musl0.3.150indirect
npm@anthropic-ai/claude-agent-sdk-win32-arm640.3.150indirect
npm@anthropic-ai/claude-agent-sdk-win32-x640.3.150indirect
npm@anthropic-ai/sdk0.98.0indirect
npm@babel/code-frame7.29.0indirect
npm@babel/code-frame7.29.7indirect
npm@babel/code-frame8.0.0indirect
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npm@babel/generator8.0.0indirect
npm@babel/helper-annotate-as-pure7.29.7indirect
npm@babel/helper-annotate-as-pure8.0.0indirect
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npm@babel/helper-compilation-targets8.0.0indirect
npm@babel/helper-create-class-features-plugin7.29.7indirect
npm@babel/helper-create-class-features-plugin8.0.1indirect
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npm@babel/helper-define-polyfill-provider0.6.8indirect
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npm@babel/helper-globals7.29.7indirect
npm@babel/helper-globals8.0.0indirect
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npm@babel/helper-member-expression-to-functions8.0.0indirect
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npm@babel/helper-replace-supers8.0.1indirect
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npm@babel/helper-string-parser7.27.1indirect
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npm@babel/helper-string-parser8.0.0indirect
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npm@babel/helper-validator-identifier8.0.2indirect
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npm@babel/helper-validator-option8.0.0indirect
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npm@babel/parser7.29.3indirect
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npm@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression8.0.1indirect
npm@babel/plugin-bugfix-safari-rest-destructuring-rhs-array7.29.7indirect
npm@babel/plugin-bugfix-safari-rest-destructuring-rhs-array8.0.1indirect
npm@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining7.29.7indirect
npm@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining8.0.1indirect
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npm@babel/plugin-bugfix-v8-static-class-fields-redefine-readonly8.0.1indirect
npm@babel/plugin-proposal-class-properties7.18.6indirect
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npm@babel/plugin-proposal-optional-chaining7.21.0indirect
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npm@babel/plugin-syntax-async-generators7.8.4indirect
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npm@babel/plugin-transform-classes7.29.7indirect
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npm@babel/plugin-transform-named-capturing-groups-regex7.29.7indirect
npm@babel/plugin-transform-named-capturing-groups-regex8.0.1indirect
npm@babel/plugin-transform-new-target7.29.7indirect
npm@babel/plugin-transform-new-target8.0.1indirect
npm@babel/plugin-transform-nullish-coalescing-operator7.29.7indirect
npm@babel/plugin-transform-nullish-coalescing-operator8.0.1indirect
npm@babel/plugin-transform-numeric-separator7.29.7indirect
npm@babel/plugin-transform-numeric-separator8.0.1indirect
npm@babel/plugin-transform-object-rest-spread7.29.7indirect
npm@babel/plugin-transform-object-rest-spread8.0.1indirect
npm@babel/plugin-transform-object-super7.29.7indirect
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "20,913 followers of langchain-ai",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 20913,
                      "login": "langchain-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "251 public repos, account ~3 yr old",
                "points": 19.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 251
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "langsmith",
                "langsmith"
              ],
              "ecosystems": "npm, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on npm, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "npm, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "507 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 507
                    }
                  }
                ],
                "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": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "evaluation",
                "language-model",
                "observability"
              ],
              "has_wiki": true,
              "homepage": "https://docs.smith.langchain.com/",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.smith.langchain.com/",
                "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": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 83,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "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": 83,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 8.3
            },
            "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": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 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": "30 commit(s) and 7 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "13 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": 5
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 85,
        "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
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                "python/AGENTS.md"
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              "agent_instruction_max_bytes": 2135
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "js/AGENTS.md, python/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "js/AGENTS.md, python/AGENTS.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": "excellent",
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 97,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml",
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "js/Makefile",
                "python/Makefile",
                "python/docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
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            "components": [
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                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                      "files": "Makefile, js/Makefile, python/Makefile, python/docs/Makefile"
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                  }
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                "max_points": 18
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              {
                "key": "automated_tests",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
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                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                    }
                  }
                ],
                "max_points": 11
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                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
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                    "code": "file_list",
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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              {
                "key": "automated_maintenance",
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                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
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                    "code": "dependency_bot_config_only",
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                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
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          },
          {
            "key": "ai_code_legibility",
            "band": "good",
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            "key": "ai_interfaces",
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            "notes": [],
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                "status": "met",
                "details": [
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                "key": "mcp_server",
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                "status": "missed",
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              {
                "key": "runnable_examples",
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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."
      }
    ],
    "metrics_version": "1.13.0"
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  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-17T00:31:06.092409Z",
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  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/langchain-ai/langsmith-sdk.svg",
  "full_name": "langchain-ai/langsmith-sdk",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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