Ross ROSS = Recommend OSS · open-source software intelligence for agents

Albert-Weasker/niubi_guard

Open-source GitHub repository abuse detection and response system. observed · 2026-08-28

github.com/Albert-Weasker/niubi_guard · homepage · TypeScript · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

65/100

  • Activity 98
  • Release rhythm 55
  • Longevity 6

Flags: young no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 91
  • days_rel: 90
  • days_push: 12
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1305 stars · 156 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An open-source defense system that protects GitHub repositories from spam, harassment, and coordinated abuse via configurable detection signals and optional AI-powered classification. It ships as a CLI and web UI (Next.js), with dry-run defaults and maintainer-controlled response actions like delete, close, lock, and block.

Use cases

  • detect spam issues on my github repo
  • protect repository from coordinated harassment campaigns
  • auto-close malicious github issues
  • moderate github issues with ai
  • block abusive accounts spamming my project
  • detect copy-paste accusation attacks on github
  • set up github issue abuse detection with dry run

When to choose

  • you maintain a GitHub repo targeted by spam, harassment, or coordinated issue abuse
  • you want transparent, configurable moderation with dry-run defaults and explicit opt-in for strong actions
  • you want to bring your own OpenAI-compatible model, prompts, and confidence thresholds
  • you want both a CLI and a hosted/self-hosted web UI for protection status

When to avoid

  • you need general-purpose code security scanning or vulnerability detection rather than issue/comment moderation
  • you need moderation for platforms other than GitHub
  • you require a fully autonomous moderation system with no maintainer configuration
  • you need a license-guaranteed dependency since the license is listed as NOASSERTION despite an Apache-2.0 LICENSE file

Facets

application · maturity active

security cli machine-learning llm-inference workflow-automation security developer-tools cli self-hosted cross-platform github-moderation spam-detection abuse-response issue-harassment openai-compatible nextjs dry-run anti-harassment moderation automation nodejs web-server

2 sources

Member repositories

RepositoryRoleHealth v2
Albert-Weasker/niubi_guardmain65

For agents

markdown · JSON · MCP: product_card(name="Albert-Weasker/niubi_guard")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem