Public record
Software health reportschema 0.15.0 · metrics 2.10.0 · 2026-07-19 10:07 UTC

cloudwego / eino-ext

Various extensions for the Eino framework: https://github.com/cloudwego/eino

GoApache-2.0★ 773 stars⑂ 335 forkssince Dec 2024View on GitHub ↗

cloudwego/eino-ext holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (99/100) and lowest on Security (51/100). It was last updated 2 days ago. 3 contributors account for most of its recent work.

94
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

94
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

CloudWeGoOrganization
5,043 followers46 public repossince Feb 2021

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/cloudwego/eino-extv0.0.0-20260716140429-9137edd89e72-12 days ago
Gogithub.com/cloudwego/eino-ext/devopsv0.1.9-1089 days ago

Metrics by category

Vitality

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

99Exceptional · 21% of overall
How it's scored
36/36Push recencylast push 2 days ago
33.9/36Commit cadence49/52 weeks with commits
18/18Commit volume305 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year305
human_commit_share
days_since_last_push2
active_weeks_last_year49

Release discipline

100Exceptional
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 2 days ago
27/27Release cadencea release every ~1.9 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count100
latest_release_tagcomponents/model/deepseek/v0.1.7
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases1.9
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?

82Excellent · 17% of overall
How it's scored
46.8/60Stars773 stars
21/25Forks335 forks
5.3/15Watchers10 watchers
Inputs used
forks335
stars773
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

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

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

89Excellent · 23% of overall
How it's scored
36/54Bus factor3 contributor(s) cover half of all commits
17.4/22.5Commit distributiontop contributor authored 23% of commits
13.5/13.5Contributor breadth77 contributors
10/10OpenSSF Scorecard: Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor3
contributors_sampled77
top_contributor_share0.228
How it's scored
36.9/42Issue resolution88% of issues closed
24.5/30PR acceptance540/660 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
13.5/15OpenSSF Scorecard: Code-ReviewFound 22/24 approved changesets -- score normalized to 9
Inputs used
merged_prs540
open_issues24
closed_issues175
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.879
closed_unmerged_prs120
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
25/25Owner reach5,043 followers of cloudwego
23/25Track record46 public repos, account ~5 yr old
Inputs used
followers5,043
owner_typeOrganization
is_verified
owner_logincloudwego
public_repos46
account_age_days1,977
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable2 package(s) on go
35/35Publish recencylatest publish 2 days ago
20/20Version history10 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/cloudwego/eino-ext, github.com/cloudwego/eino-ext/devops
ecosystemsgo
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 19% of overall
How it's scored
24/24CI workflows3 workflow(s)
24/24Tests present
16/16Linter config.golangci.yaml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage sitehttps://www.cloudwego.io/zh/docs/eino/core_modules/components/
10/10Repository description
10/10Topics2 topics
0/10Wiki
Inputs used
topicsai, aiframework
has_wikino
homepagehttps://www.cloudwego.io/zh/docs/eino/core_modules/components/
docs_sitehttps://www.cloudwego.io/zh/docs/eino/core_modules/components/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

51Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
4.5/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-ReviewFound 22/24 approved changesets -- score normalized to 9
2.5/2.5Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packagingno data
0.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
2.5/5SASTSAST tool is not run on all commits -- score normalized to 5
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities62 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.1
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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

79Good · 4% of overall
How it's scored
45/45Agent instructionsskills/eino-component/reference/model/claude.md, skills/eino-component/reference/model/gemini.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_filesskills/eino-component/reference/model/claude.md, skills/eino-component/reference/model/gemini.md
agent_instruction_max_bytes1,781
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config.golangci.yaml
11/11Static type checkingGo (statically typed)
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno data
0/8Automated maintenanceno data
1/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configs
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
45/45Type-checkable codeGo (statically typed)
54.8/55Manageable file sizes2/730 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes74,801
source_files_sampled730
oversized_source_files2
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

773GitHub stars
77contributors
305commits, last 12 months
2days since last push
100releases
3bus factor
24open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-07-19 10:06 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 22/24 approved changesets -- score normalized to 9
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
5SASTSAST tool is not run on all commits -- score normalized to 5
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities62 existing vulnerabilities detected
Direct dependencies 9
RegistryPackageVersion constraintManifest
Gogithub.com/bmatcuk/doublestar/v4v4.10.0acp/go.mod
Gogithub.com/cloudwego/einov0.8.11acp/go.mod
Gogithub.com/eino-contrib/acpv0.0.1acp/go.mod
Gogithub.com/bytedance/mockeyv1.2.12devops/go.mod
Gogithub.com/cloudwego/einov0.6.0devops/go.mod
Gogithub.com/gorilla/muxv1.8.1devops/go.mod
Gogithub.com/matoous/go-nanoidv1.5.1devops/go.mod
Gogithub.com/stretchr/testifyv1.10.0devops/go.mod
Gogo.uber.org/mockv0.4.0devops/go.mod
All dependencies 514

Full resolved dependency set from the GitHub dependency graph: 21 direct and 493 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/bmatcuk/doublestar/v4v4.10.0direct
Gogithub.com/bytedance/mockeyv1.2.12direct
Gogithub.com/bytedance/mockeyv1.2.13direct
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Gogithub.com/bytedance/mockeyv1.3.0direct
Gogithub.com/bytedance/mockeyv1.3.2direct
Gogithub.com/bytedance/mockeyv1.4.0direct
Gogithub.com/bytedance/mockeyv1.4.6direct
Gogithub.com/cloudwego/eino0.6.1direct
Gogithub.com/cloudwego/einov0.6.0direct
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Gogithub.com/cloudwego/einov0.8.11direct
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Gogithub.com/cloudwego/einov0.9.5direct
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Gogithub.com/stretchr/testifyv1.10.0direct
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Gocloud.google.com/go/authv0.7.2indirect
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Gocloud.google.com/go/auth/oauth2adaptv0.2.3indirect
Gocloud.google.com/go/compute/metadata0.5.0indirect
Gocloud.google.com/go/compute/metadata0.5.2indirect
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Gogithub.com/bytedance/sonic/loaderv0.3.0indirect
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Gogithub.com/cloudwego/eino-ext/components/document/parser/html0.0.0-20241224063832-9fbcc0e56c28indirect
Gogithub.com/cloudwego/eino-ext/components/model/arkv0.1.67indirect
Gogithub.com/cloudwego/eino-ext/components/tool/duckduckgo/v22.0.0-20251114071555-14756a18ad37indirect
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Gogithub.com/cloudwego/hertzv0.10.4indirect
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Gogithub.com/cockroachdb/redactv1.1.3indirect
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Gogithub.com/coreos/go-systemd/v22v22.3.2indirect
Gogithub.com/corpix/uarand0.2.0indirect
Gogithub.com/coze-dev/cozeloop-go0.1.15indirect
Gogithub.com/coze-dev/cozeloop-gov0.1.20indirect
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Gogithub.com/coze-dev/cozeloop-go/specv0.1.8indirect
Gogithub.com/davecgh/go-spewv1.1.1indirect
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/dgryski/go-rendezvous0.0.0-20200823014737-9f7001d12a5findirect
Gogithub.com/distribution/reference0.6.0indirect
Gogithub.com/docker/docker28.0.4+incompatibleindirect
Gogithub.com/docker/go-connections0.5.0indirect
Gogithub.com/docker/go-unitsv0.5.0indirect
Gogithub.com/dustin/go-humanizev1.0.1indirect
Gogithub.com/eino-contrib/docx2md0.0.1indirect
Gogithub.com/eino-contrib/jsonschemav1.0.2indirect
Gogithub.com/eino-contrib/jsonschemav1.0.3indirect
Gogithub.com/eino-contrib/ollamav0.1.0indirect
Gogithub.com/elastic/elastic-transport-go/v8v8.6.0indirect
Gogithub.com/elastic/elastic-transport-go/v8v8.7.0indirect
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Gogithub.com/elastic/go-elasticsearch/v7v7.17.10indirect
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Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20240903143218-8af14fe29dc1indirect
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20250115164207-1a7da9e5054findirect
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20250227231956-55c901821b1eindirect
Gogoogle.golang.org/grpc1.66.0indirect
Gogoogle.golang.org/grpc1.66.2indirect
Gogoogle.golang.org/grpc1.67.1indirect
Gogoogle.golang.org/grpc1.73.0indirect
Gogoogle.golang.org/grpcv1.64.1indirect
Gogoogle.golang.org/grpcv1.66.2indirect
Gogoogle.golang.org/grpcv1.69.4indirect
Gogoogle.golang.org/grpcv1.71.0indirect
Gogoogle.golang.org/protobuf1.34.2indirect
Gogoogle.golang.org/protobuf1.35.1indirect
Gogoogle.golang.org/protobuf1.36.6indirect
Gogoogle.golang.org/protobufv1.31.0indirect
Gogoogle.golang.org/protobufv1.34.1indirect
Gogoogle.golang.org/protobufv1.34.2indirect
Gogoogle.golang.org/protobufv1.36.3indirect
Gogoogle.golang.org/protobufv1.36.5indirect
Gogopkg.in/check.v1v1.0.0-20190902080502-41f04d3bba15indirect
Gogopkg.in/check.v1v1.0.0-20201130134442-10cb98267c6cindirect
Gogopkg.in/inf.v0v0.9.1indirect
Gogopkg.in/ini.v11.67.0indirect
Gogopkg.in/ini.v1v1.67.0indirect
Gogopkg.in/natefinch/lumberjack.v2v2.2.1indirect
Gogopkg.in/yaml.v2v2.2.8indirect
Gogopkg.in/yaml.v2v2.4.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Gogotest.tools/v33.5.2indirect
Gok8s.io/apimachineryv0.32.3indirect
Gosigs.k8s.io/yamlv1.4.0indirect
Raw JSON report machine-readable

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.15.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.