lnyo-cly/ai4j
Grade a repo

0

/ 100

GradeB

Good shape overall. A few tweaks would push it into the top tier.

Top 26% of 5,156 graded repos

一款JavaSDK用于快速接入AI大模型应用，整合多平台大模型，如OpenAi、智谱Zhipu(ChatGLM)、深度求索DeepSeek、月之暗面Moonshot(Kimi)、腾讯混元Hunyuan、零一万物(01)等等，提供统一的输入输出(对齐OpenAi)消除差异化，优化函数调用(Tool Call)，优化RAG调用、支持向量数据库(Pinecone)、内置联网增强，并且支持JDK1.8，为用户提供快速整合AI的能力。

Documentation82
Engineering77
Health100
Java419Apache-2.01mo ago

Top fixes

Highest-impact changes first, ranked by point weight

8 to address
  1. 1
    Tests18pt

    Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.

  2. 2
    Install and run instructions9pt

    Add a .env.example listing all required environment variables so contributors know what to set up.

  3. 3
    Reproducibility6pt

    Add a Dockerfile, .nvmrc, or .python-version to pin the runtime version and make the environment reproducible.

  4. 4
    Reproducibility6pt

    Add .github/dependabot.yml with at least one package-ecosystem entry so dependencies are updated automatically.

Working through the fixes? Let every push regrade itself.

The free GitHub App rescans this repo on every push and posts the grade as a commit check, so the score climbs without coming back to rescan by hand.

Install the GitHub App

Scorecard

Every check, grouped by category and sorted worst-first

Documentation

82

Contributing guide5pt0

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

77

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

Reproducibility6pt70

Lockfile present (ai4j-flowgram-webapp-demo/package-lock.json). Installs are reproducible.

Tests18pt80

Test files detected (ai4j-agent/src/test).

CI/CD14pt100

CI is configured (.github/workflows/docs-build.yml).

Linting and formatting5pt100

Java/Kotlin linting configured (.editorconfig).

Project health

100

Dependency manifest6pt100

Dependency manifest found (pom.xml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • -
    Commits (30d / 90d)
  • 55
    Forks
  • 31
    Releaseslatest 1y ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 419
    Watchers

Responsiveness

  • 8h
    Median issue response
  • <1h
    Median PR merge time
  • 2
    Open issues
Repository files26 root entries
  • .coding-agent-harness
  • .github
    Good: CI is configured (.github/workflows/docs-build.yml).
  • ai4j
  • ai4j-agent
    Good: Test files detected (ai4j-agent/src/test).
  • ai4j-bom
  • ai4j-cli
  • ai4j-coding
  • ai4j-extension-api
  • ai4j-flowgram-demo
  • ai4j-flowgram-spring-boot-starter
  • ai4j-flowgram-webapp-demo
    Good: Lockfile present (ai4j-flowgram-webapp-demo/package-lock.json). Installs are reproducible.
  • ai4j-plugin-ask-user
  • ai4j-spring-boot-starter
  • coding-agent-harness
  • docs
  • docs-site
  • skills
  • .editorconfig
    Good: Java/Kotlin linting configured (.editorconfig).
  • .gitignore
    Good: .gitignore present.
  • AGENTS.md
  • APIResponse.md
  • CLAUDE.md
  • LICENSE
    Good: Licensed under Apache-2.0.
  • pom.xml
    Good: Dependency manifest found (pom.xml).
  • README-EN.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • README.md
RepoGrade badge preview

Add this badge to your README

It updates automatically each time the repo is re-graded.

[![RepoGrade](https://www.repo-grade.com/api/badge/lnyo-cly/ai4j)](https://www.repo-grade.com/report/lnyo-cly/ai4j)

More graded Java repos