Polished and well engineered. Punching above its star count.

LLM security testing framework for detecting prompt injection, jailbreaks, and adversarial attacks — 190+ probes, 28 providers, single Go binary

Documentation

97

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Contributing guide5pt100

Contributing guide is detailed and thorough.

Engineering

88

CI/CD14pt57

CI is configured (.github/workflows/ci.yml).

Tests18pt100

Test files detected (benchmarks/flipattack_benchmark_test.go).

Linting and formatting5pt100

Formatting enforced (.golangci.yml).

Reproducibility6pt100

Lockfile present (go.sum). Installs are reproducible.

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (go.mod).

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)
  • 30
    Forks
  • 46
    Releaseslatest 21d ago

Community

  • Community health
  • authors own >50% of commits
  • 244
    Watchers

Responsiveness

  • 17h
    Median issue response
  • 8h
    Median PR merge time
  • 30
    Open issues
Repository files27 root entries
  • .devcontainer
    Good: Environment pinned via .devcontainer/Dockerfile.
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 2 ecosystems (github-actions, gomod). Dependencies stay current.
    Good: Issue or PR templates present.
  • benchmarks
    Good: Test files detected (benchmarks/flipattack_benchmark_test.go).
  • cmd
  • devpod
  • docs
  • examples
  • internal
  • pkg
  • templates
  • tools
  • .gitignore
    Good: .gitignore present.
  • .golangci.yml
    Good: Formatting enforced (.golangci.yml).
  • .goreleaser.yaml
  • .graphifyignore
  • CHANGELOG.md
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CODEOWNERS
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • FOLLOWUPS.md
  • go.mod
    Good: Dependency manifest found (go.mod).
  • go.sum
    Good: Lockfile present (go.sum). Installs are reproducible.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Makefile
  • README.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.
  • SECURITY.md
    Good: Security policy present.