Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 09:48 UTC

yangqiongai / yangqiong-agent-harness

泱穹 Agent Harness 是一套用纯 Java 构建的企业级 AI Agent 运行时开发框架，ReAct 循环、六大范式、子代理编排、持久化执行、安全护栏、全链路可观测。

JavaApache-2.0★ 2 stars⑂ 0 forkssince Aug 2026View on GitHub ↗
KindLibraryNetwork servicehow this is determined
#ai-agents#ai-agents-framework#java#llm#llm-agents#multi-agent#durable-execution#mcp#reactive#springboot-starter#java-agent#java-agent-framework

yangqiongai/yangqiong-agent-harness holds a health index of 38 out of 100, placing it in the Weak band. It scores highest on Vitality (66/100) and lowest on Security (25/100). It was last updated 12 days ago.

38
overall / 100
Weak

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.

38
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 42 is calibrated to 38 on the published index scale (record calibration 2026-08-02).

Ownership

泱穹AIPersonal account
0 followers2 public repossince Feb 2017

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Mavencom.yangqiongai.agent:yangqiong-agent-core1.1.1-213 days ago
Mavencom.yangqiongai.agent:yangqiong-agent-spring-boot-starter1.1.1-213 days ago

Metrics by category

Vitality

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

66Good · 21% of overall

Development activity

44Weak
How it's scored
28.8/36Push recency — last push 12 days ago
3.5/36Commit cadence — 5/52 weeks with commits
11.3/18Commit volume — 17 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year17
human_commit_share—
days_since_last_push12
active_weeks_last_year5

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 2 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~28 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count2
latest_release_tag泱穹智能体框架V1.1.1
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases28
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?

33At Risk · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 2 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

38Weak · 23% of overall

Issue & PR responsiveness

1Critical
How it's scored
0/42Issue resolution — no issues or no data
0/30PR acceptance — no decided pull requests or no data
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs0
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

32At Risk
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
0/25Owner reach — 0 followers of yangqiongai
15.5/25Track record — 2 public repos, account ~9 yr old
Inputs used
followers0
owner_typeUser
is_verified—
owner_loginyangqiongai
public_repos2
account_age_days3,525
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

92Excellent
How it's scored
25/25Published & resolvable — 2 package(s) on maven
35/35Publish recency — latest publish 13 days ago
12/20Version history — 2 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescom.yangqiongai.agent:yangqiong-agent-core, com.yangqiongai.agent:yangqiong-agent-spring-boot-starter
ecosystemsmaven
any_deprecatedno
min_days_since_publish13

Engineering Quality

Are baseline engineering and documentation practices in place?

42Weak · 19% of overall

Engineering practices

30At Risk
How it's scored
0/24CI workflows
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_cino
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 12 topics
10/10Wiki
Inputs used
topicsai-agents, ai-agents-framework, java, llm, llm-agents, multi-agent, durable-execution, mcp, reactive, springboot-starter, java-agent, java-agent-framework
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

25At Risk · 16% of overall

Security posture

18Critical
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/17 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — no SAST tool detected
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 40 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate1.8
Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.

Dependency advisories

51Moderate
How it's scored
12.3/35Direct dependencies free of known advisories — 1 affected: com.fasterxml.jackson.core:jackson-databind 2.19.2 (high 8.1)
10/25Indirect dependencies free of known advisories — 1 affected: com.fasterxml.jackson.core:jackson-core 2.19.2 (high 7.5)
28.8/40No advisories left outstanding — 2 advisory-carrying package(s) unaddressed past 90 days; oldest published 233 days ago
Inputs used
sourceosv
advisories15
affected_packages2
assessed_packages9
unassessed_packages0
affected_by_severityhigh 2
direct_affected_packages1
Matched the maven:com.yangqiongai.agent:yangqiong-agent-core@1.1.1 runtime dependency closure — what installing the published package pulls in — 9 packages. Reachability is not analyzed.

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.

46Weak · 4% of overall

Agent context & guidance

1Critical
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
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)

63Moderate
How it's scored
12.6/18One-command bootstrap — pom.xml, yangqiong-agent-bom/pom.xml, yangqiong-agent-core/pom.xml (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfiles—
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share—
toolchain_manifestspom.xml, yangqiong-agent-bom/pom.xml, yangqiong-agent-core/pom.xml, yangqiong-agent-examples/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-eval/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-features/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-hello-world/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-local/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-multi-agent/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-observability/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-paradigms/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-server/pom.xml, yangqiong-agent-examples/yangqiong-agent-example-spring-boot/pom.xml, yangqiong-agent-extensions/pom.xml, yangqiong-agent-extensions/yangqiong-agent-cron/pom.xml, yangqiong-agent-extensions/yangqiong-agent-eval/pom.xml, yangqiong-agent-extensions/yangqiong-agent-local-agent/pom.xml, yangqiong-agent-extensions/yangqiong-agent-model-providers/pom.xml, yangqiong-agent-extensions/yangqiong-agent-notify/pom.xml, yangqiong-agent-extensions/yangqiong-agent-observability/pom.xml, yangqiong-agent-extensions/yangqiong-agent-paradigms/pom.xml, yangqiong-agent-extensions/yangqiong-agent-server/pom.xml, yangqiong-agent-extensions/yangqiong-agent-store-jdbc/pom.xml, yangqiong-agent-extensions/yangqiong-agent-store-redis/pom.xml, yangqiong-agent-extensions/yangqiong-agent-store-vector-milvus/pom.xml, yangqiong-agent-extensions/yangqiong-agent-store-vector-pgvector/pom.xml, yangqiong-agent-extensions/yangqiong-agent-store-vector-qdrant/pom.xml, yangqiong-agent-extensions/yangqiong-agent-store-vector/pom.xml, yangqiong-agent-extensions/yangqiong-agent-trigger/pom.xml, yangqiong-agent-spring-boot-starter/pom.xml
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Java (statically typed)
54.7/55Manageable file sizes — 4/704 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes85,747
source_files_sampled704
oversized_source_files4

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

2GitHub stars
-contributors
17commits, last 12 months
12days since last push
2releases
-bus factor
0open issues
Mavenpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Contributor list unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 1.8 / 10
1.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-10-19 09:48 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/17 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTno SAST tool detected
4Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
0Vulnerabilities40 existing vulnerabilities detected
Direct dependencies 73
RegistryPackageVersion constraintManifest
Mavencom.yangqiongai.agent:yangqiong-agent-core${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-spring-boot-starter${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-jdbc${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-redis${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-local-agent${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector-pgvector${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector-milvus${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector-qdrant${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-server${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-cron${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-notify${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-trigger${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-observability${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-eval${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-model-providers${project.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-paradigms${project.version}pom.xml
Mavenio.projectreactor:reactor-core${reactor.version}pom.xml
Mavenio.projectreactor:reactor-test${reactor.version}pom.xml
Mavenorg.slf4j:slf4j-api${slf4j.version}pom.xml
Mavenorg.slf4j:slf4j-simple${slf4j.version}pom.xml
Mavenorg.projectlombok:lombok${lombok.version}pom.xml
Mavencom.fasterxml.jackson.core:jackson-databind${jackson.version}pom.xml
Mavencom.fasterxml.jackson.dataformat:jackson-dataformat-yaml${jackson.version}pom.xml
Mavenorg.junit.jupiter:junit-jupiter${junit.version}pom.xml
Mavenorg.mockito:mockito-core${mockito.version}pom.xml
Mavenorg.mockito:mockito-junit-jupiter${mockito.version}pom.xml
Mavenorg.assertj:assertj-core${assertj.version}pom.xml
Mavencom.baomidou:mybatis-plus${mybatis-plus.version}pom.xml
Mavenredis.clients:jedis${jedis.version}pom.xml
Mavencom.h2database:h2${h2.version}pom.xml
Mavenorg.xerial:sqlite-jdbc${sqlite-jdbc.version}pom.xml
Mavenorg.apache.tika:tika-core${tika.version}pom.xml
Mavenorg.apache.tika:tika-parsers-standard-package${tika.version}pom.xml
Mavenorg.apache.lucene:lucene-core${lucene.version}pom.xml
Mavenorg.apache.lucene:lucene-analysis-common${lucene.version}pom.xml
Mavenorg.postgresql:postgresql${postgresql.version}pom.xml
Mavenio.qdrant:client${qdrant-client.version}pom.xml
Mavenio.milvus:milvus-sdk-java${milvus-sdk.version}pom.xml
Mavenorg.apache.commons:commons-compress1.24.0pom.xml
Mavenorg.bouncycastle:bcprov-jdk18on1.76pom.xml
Mavencommons-io:commons-io2.11.0pom.xml
Mavenorg.apache.commons:commons-lang33.13.0pom.xml
Mavencom.fasterxml.jackson.core:jackson-core${jackson.version}pom.xml
Mavencommons-codec:commons-codec1.18.0pom.xml
Mavenorg.apache.logging.log4j:log4j-api2.24.3pom.xml
Mavenorg.apache.commons:commons-collections44.4pom.xml
Mavenorg.eclipse.angus:angus-mail${mail.version}pom.xml
Mavenio.micrometer:micrometer-core${micrometer.version}pom.xml
Mavenio.opentelemetry:opentelemetry-api${opentelemetry.version}pom.xml
Mavenio.opentelemetry:opentelemetry-sdk${opentelemetry.version}pom.xml
Mavenio.opentelemetry:opentelemetry-sdk-trace${opentelemetry.version}pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-core${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-spring-boot-starter${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-jdbc${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-redis${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector-pgvector${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector-milvus${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector-qdrant${project.version}yangqiong-agent-bom/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-local-agent${project.version}yangqiong-agent-bom/pom.xml
Mavenio.projectreactor:reactor-core—yangqiong-agent-core/pom.xml
Mavenorg.slf4j:slf4j-api—yangqiong-agent-core/pom.xml
Mavencom.fasterxml.jackson.core:jackson-databind—yangqiong-agent-core/pom.xml
Mavencom.fasterxml.jackson.dataformat:jackson-dataformat-yaml—yangqiong-agent-core/pom.xml
Mavenorg.springframework.boot:spring-boot-dependencies${spring-boot.version}yangqiong-agent-spring-boot-starter/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-core—yangqiong-agent-spring-boot-starter/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-model-providers—yangqiong-agent-spring-boot-starter/pom.xml
Mavencom.yangqiongai.agent:yangqiong-agent-store-vector—yangqiong-agent-spring-boot-starter/pom.xml
Mavenorg.springframework.boot:spring-boot—yangqiong-agent-spring-boot-starter/pom.xml
Mavenorg.springframework.boot:spring-boot-autoconfigure—yangqiong-agent-spring-boot-starter/pom.xml
Mavenorg.springframework.boot:spring-boot-configuration-processor—yangqiong-agent-spring-boot-starter/pom.xml
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Dependency advisories 2

Installing maven:com.yangqiongai.agent:yangqiong-agent-core@1.1.1 pulls in 9 packages, direct and transitive: 2 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
com.fasterxml.jackson.core:jackson-databind2.19.2directhigh113.2.3
com.fasterxml.jackson.core:jackson-core2.19.2indirecthigh43.2.3

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

Feedback

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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 v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Maven.