Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 09:24 UTC

qwzhang01 / agent4j

agent4j:用 Java 从零构建 Agent Runtime / Agent Harness

JavaApache-2.0★ 2 stars⑂ 0 forkssince Jul 2025View on GitHub ↗

qwzhang01/agent4j holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Vitality (73/100) and lowest on Community & Adoption (43/100). It was last updated 18 days ago.

59
overall / 100
Moderate

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.

59
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 56 is calibrated to 59 on the published index scale (record calibration 2026-08-02).

Ownership

avinPersonal account
13 followers42 public repossince Oct 2015Tencent

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
Mavenio.github.qwzhang01:agent-mcp0.1.5-631 days ago
Mavenio.github.qwzhang01:agent-chat0.1.5-631 days ago
Mavenio.github.qwzhang01:agent-core0.1.5-631 days ago
Mavenio.github.qwzhang01:agent-model0.1.5-631 days ago
Mavenio.github.qwzhang01:agent-coding0.1.5-631 days ago
Mavenio.github.qwzhang01:agent-memory0.1.5-631 days ago
Mavenio.github.qwzhang01:agent-plugin0.1.5-631 days ago

Metrics by category

Vitality

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

73Good · 21% of overall
How it's scored
28.8/36Push recency — last push 18 days ago
6.2/36Commit cadence — 9/52 weeks with commits
18/18Commit volume — 134 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year134
human_commit_share1
days_since_last_push18
active_weeks_last_year9
How it's scored
16.2/27Ships releases — 3 version tags (no GitHub releases)
36/36Release recency — latest release 31 days ago
27/27Release cadence — a release every ~2.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count3
latest_release_tagv0.1.5
releases_from_tagsyes
days_since_latest_release31
mean_days_between_releases2.6
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?

43Weak · 17% of overall
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

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized 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_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Sustainability & Governance

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

48Weak · 23% of overall
How it's scored
0/42Issue resolution — no issues or no data
0/30PR acceptance — 0/1 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 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_prs1
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
8.2/25Owner reach — 13 followers of qwzhang01
23.9/25Track record — 42 public repos, account ~11 yr old
Inputs used
followers13
owner_typeUser
is_verified—
owner_loginqwzhang01
public_repos42
account_age_days4,017
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 7 package(s) on maven
35/35Publish recency — latest publish 31 days ago
20/20Version history — 6 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesio.github.qwzhang01:agent-mcp, io.github.qwzhang01:agent-chat, io.github.qwzhang01:agent-core, io.github.qwzhang01:agent-model, io.github.qwzhang01:agent-coding, io.github.qwzhang01:agent-memory, io.github.qwzhang01:agent-plugin
ecosystemsmaven
any_deprecatedno
min_days_since_publish31

Engineering Quality

Are baseline engineering and documentation practices in place?

67Good · 19% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepage—
docs_site—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

45Weak · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
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 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 18 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.4
Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.
How it's scored
12.3/35Direct dependencies free of known advisories — 1 affected: com.fasterxml.jackson.core:jackson-databind 2.17.2 (high 8.1)
10/25Indirect dependencies free of known advisories — 1 affected: com.fasterxml.jackson.core:jackson-core 2.17.2 (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_packages6
unassessed_packages0
affected_by_severityhigh 2
direct_affected_packages1
Matched the maven:io.github.qwzhang01:agent-mcp@0.1.5 runtime dependency closure — what installing the published package pulls in — 6 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.

66Good · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 95 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.95
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
12.6/18One-command bootstrap — agent-channel/pom.xml, agent-chat/pom.xml, agent-coding/pom.xml (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
0/10Reproducible environment
10/10Demonstrated agent practice — 10 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles—
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0.1
toolchain_manifestsagent-channel/pom.xml, agent-chat/pom.xml, agent-coding/pom.xml, agent-core/pom.xml, agent-enterprise/pom.xml, agent-mcp/pom.xml, agent-memory/pom.xml, agent-model/pom.xml, agent-observability/pom.xml, agent-orchestrator/pom.xml, agent-otel-export/pom.xml, agent-plugin/pom.xml, agent-product/pom.xml, agent-rag-pgvector/pom.xml, agent-rag/pom.xml, agent-sandbox/pom.xml, agent-scheduler/pom.xml, agent-security/pom.xml, agent-spring-boot-starter/pom.xml, agent-tavern/pom.xml, agent-trace-export/pom.xml, agent-workflow/pom.xml, examples/pom.xml, pom.xml, seven-agent-bom/pom.xml
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Java (statically typed)
55/55Manageable file sizes — 0/978 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes43,561
source_files_sampled978
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples, sample
Inputs used
example_dirsexamples, sample
has_mcp_signalyes
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

2GitHub stars
-contributors
134commits, last 12 months
18days since last push
3releases
-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
  • Could not fetch maven package 'io.github.qwzhang01:agent-rag' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 4.4 / 10
4.4aggregate

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 09:24 UTC

9Binary-Artifactsbinaries present in source code
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 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate 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
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities18 existing vulnerabilities detected
Direct dependencies 137
RegistryPackageVersion constraintManifest
Mavenio.github.qwzhang01:agent-core—agent-channel/pom.xml
Mavenio.github.qwzhang01:agent-memory—agent-channel/pom.xml
Mavenio.github.qwzhang01:agent-scheduler—agent-channel/pom.xml
Mavenorg.slf4j:slf4j-api—agent-channel/pom.xml
Mavenio.github.qwzhang01:agent-core—agent-chat/pom.xml
Mavenio.github.qwzhang01:agent-memory—agent-chat/pom.xml
Mavenorg.slf4j:slf4j-api—agent-chat/pom.xml
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Mavenio.github.qwzhang01:agent-security—agent-coding/pom.xml
Mavencom.fasterxml.jackson.core:jackson-databind—agent-core/pom.xml
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Mavenio.github.qwzhang01:agent-mcp${project.version}seven-agent-bom/pom.xml
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Mavenio.github.qwzhang01:agent-channel${project.version}seven-agent-bom/pom.xml
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Mavenio.github.qwzhang01:agent-observability${project.version}seven-agent-bom/pom.xml
Mavenio.github.qwzhang01:agent-otel-export${project.version}seven-agent-bom/pom.xml
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Mavenio.github.qwzhang01:agent-rag-pgvector${project.version}seven-agent-bom/pom.xml
Mavenio.github.qwzhang01:agent-spring-boot-starter${project.version}seven-agent-bom/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:io.github.qwzhang01:agent-mcp@0.1.5 pulls in 6 packages, direct and transitive: 2 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
com.fasterxml.jackson.core:jackson-databind2.17.2directhigh113.2.3
com.fasterxml.jackson.core:jackson-core2.17.2indirecthigh43.2.3

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.

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