phonepe/sentinel-ai
Grade a repo

0

/ 100

GradeF

Getting some notice. Tests and CI would be the fastest wins.

Higher than 43% of 5,156 graded repos

AI agent framework written in java

Documentation37
Engineering60
Health94
Java181mo ago

A low grade is a to-do list, not a judgment of your code

Most gaps here are documentation, tests, and setup, not the code itself. Closing your top 3 gaps alone would lift this repo to C (74).

See your top fixes
Now
F
59
Potential
C
74

Top fixes

Highest-impact changes first, ranked by point weight

20 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
    CI/CD14pt

    Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.

  3. 3
    CI/CD14pt

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

  4. 4
    CI/CD14pt

    Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

37

Install and run instructions9pt0

No install instructions found in the README (−45 pts).

→ Add a section showing how to install dependencies.

Contributing guide5pt25

Contributing guidance is in the README, not a dedicated CONTRIBUTING.md (−20 pts).

→ Moving it to a CONTRIBUTING.md makes it easier to find and keeps the README focused. A dedicated file earns +47 pts base.

README12pt38

README is present.

License6pt100

A license file is present.

Engineering

60

Reproducibility6pt0

No dependency lockfile found (−70 pts).

→ Commit the lockfile for this project's package manager so installs produce the same dependency versions everywhere.

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.

CI/CD14pt72

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

Tests18pt80

Test files detected (sentinel-ai-agent-memory/src/test).

Linting and formatting5pt100

Java/Kotlin linting configured (lint step in CI workflow).

Project health

94

Housekeeping3pt60

.gitignore present.

Dependency manifest6pt100

Dependency manifest found (pom.xml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • -
    Commits (30d / 90d)
  • 13
    Forks
  • 0
    Releases

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 18
    Watchers

Responsiveness

  • 24d 13h
    Median issue response
  • 23h
    Median PR merge time
  • 3
    Open issues
Repository files28 root entries
  • .github
    Good: CI is configured (.github/workflows/build-check.yml).
  • .run
  • .sonar-fix
  • dev-extras
  • docs
  • sentinel-ai-agent-memory
    Good: Test files detected (sentinel-ai-agent-memory/src/test).
  • sentinel-ai-bom
  • sentinel-ai-configured-agents
  • sentinel-ai-core
  • sentinel-ai-embedding
  • sentinel-ai-evals
  • sentinel-ai-examples
    Issue: Build artifacts or local files may be committed (sentinel-ai-examples/src/main/resources/.env) (−40 pts).Fix: Remove them and add to .gitignore.
  • sentinel-ai-filesystem
  • sentinel-ai-instrumentation-otel
  • sentinel-ai-models-simple-openai
  • sentinel-ai-reporting
  • sentinel-ai-session
  • sentinel-ai-storage-es
  • sentinel-ai-toolbox-mcp
  • sentinel-ai-toolbox-remote-http
  • .gitignore
    Good: .gitignore present.
  • .sonarqube.json
  • AGENTS.md
  • java-format.xml
  • license.header
    Good: A license file is present.
  • lombok.config
  • pom.xml
    Good: Dependency manifest found (pom.xml).
  • README.md
    Good: README is present.
    Issue: README is fairly short (−10 pts). At 400+ chars you get partial credit; 1,500+ earns the full +20 pts.Fix: Expand with a description, install steps, usage, and examples.
    Issue: README has some structure (−7 pts). 2-3 headings earns partial credit; 4+ earns the full +15 pts.Fix: Add more sections (Overview, Install, Usage, Contributing) using ## headings.
    Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
    Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.
    Good: README links to a live demo or deployed app.
    Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.
    Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.
    Issue: No run or usage instructions found (−45 pts).Fix: Add a section showing how to start or use the project.
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