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

pullfrog/pullfrog

Open-source model-agnostic BYOK GitHub bot that runs in GitHub Actions observed · 2026-09-03

github.com/pullfrog/pullfrog · homepage · TypeScript · MIT (permissive) observed · 2026-09-03

Health v2 · maintenance only

81/100

  • Activity 100
  • Release rhythm 88
  • Longevity 28
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 393
  • days_rel: 1
  • days_push: 0
  • n_releases_24m: 242

Full methodology

Adoption not part of the score

1111 stars · 69 forks observed · 2026-09-03

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

Pullfrog is an open-source, model-agnostic GitHub bot that runs coding agents (Claude, Codex, etc.) inside your repo's GitHub Actions. It triggers agent runs via @mentions, web dashboard prompts, or automated event triggers to implement code, review PRs, triage issues, and autofix CI failures.

Use cases

  • automate code review of new pull requests
  • have an AI agent implement issues and open PRs
  • auto-fix CI failures and merge conflicts
  • triage and label new GitHub issues automatically
  • trigger coding agent tasks by tagging @pullfrog in comments
  • address PR review comments automatically
  • generate release notes on commits to main

When to choose

  • you want AI-assisted coding, review, and issue triage directly inside GitHub without a separate UI
  • you want to use your existing LLM provider keys or Claude/Codex subscription plans (BYOK)
  • your team wants GitHub to remain the single source of truth for permissions and access control
  • you want self-healing PRs that respond to CI failures and reviews automatically

When to avoid

  • you need real-time, interactive pair-programming rather than asynchronous GitHub-based agent runs
  • you don't use GitHub or GitHub Actions for your workflow
  • you're uncomfortable with an agent having write access to your repository
  • you need fully offline or self-hosted-only agent execution without any external service

Facets

service · maturity active

agent-framework mcp code-review ci-cd workflow-automation llm-inference webhook developer-tools version-control large-language-models cloud self-hosted github-bot github-actions byok coding-agent pr-review issue-triage ci-autofix orchestration ai-agents automation web-server nodejs

5 sources

Member repositories

RepositoryRoleHealth v2
pullfrog/pullfrogmain81

For agents

markdown · JSON · MCP: product_card(name="pullfrog/pullfrog")

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