Andrey Markin
  • home
  • services
  • projects
  • blog
  • directory
    • Tool
    • Library
    • Repo
    • Article
    • XTweet
    • Guideline
    • Video
  • courses
  • resume
  • about
  • contact
  • meet

Mark Life Ltd

  1. Home
  2. Directory
  3. Pullfrog
Meet

Mark Life Ltd

BG208147965

HomeContactPrivacyLLM-friendlyBlog RSSDirectory RSS
  1. Directory
  2. Pullfrog
ToolAI CodingDev Toolsagentsci

Pullfrog

AI PR review agent from Zod's creator. Dynamically scales effort, uses subagent swarms for large PRs, and runs inside GitHub Actions with batteries-included MCP tools.

Added May 15, 2026Published May 12, 2026
Visit tool

PR review agent built by Colin McDonnell (creator of Zod). Runs inside GitHub Actions, dynamically scales effort to PR size, and goes beyond review with arbitrary tasks via @pullfrog mentions.

Code review

  • Dynamically scales effort
  • Sub-30s reviews for small PRs
  • Subagent swarms for large PRs
  • Incrementally reviews new commits
  • Maintains PR context across runs
  • One-click Fix button on actionable reviews
  • Auto-resolves addressed comments

Beyond PR review

Tag @pullfrog in GitHub with arbitrary tasks or configure automations:

  • Review new PRs
  • Address human review
  • Triage, reproduce, and label new issues
  • Auto-fix CI failures and merge conflicts
  • Custom cron tasks

Batteries included

The agent harness ships with built-in MCP tools and skills:

  • Git and GitHub operations
  • Headless browser and screenshots
  • Dependency auto-installation
  • Repo-level learning and memory
  • S3 and file upload

Lifecycle hooks

Runs inside Actions and can invoke your repo's linter, test suite, and other scripts via setup, post-checkout, pre-push, and post-run hooks.

Security

  • Isolated shell tool — no secrets or git creds exposed to the agent
  • GitHub tokens are run-scoped and auto-revoked
  • Built-in branch protections, no pushes to main
  • Secret auto-masking

Billing

First 30 runs free, then 7¢/run plus model costs. Use Pullfrog Router (any model at cost, no markup), bring your own key, or a Claude Code subscription.

Related

  • memory-viewClaude Code / Codex skill that reads a project's auto-memory vault and generates a self-contained HTML explorer to visualize what the agent has remembered — MEMORY.md plus topic files — without editing or managing it.
  • session-reportClaude Code / Codex skill that generates a self-contained HTML report debugging what is in a session's context window and how every token is spent — context budget, retained thinking, the dumb-zone cutoff, loaded CLAUDE.md and skills, and full history.
  • It's Time To Rethink EverythingTheo Browne's CascadiaJS 2026 talk arguing that AI is a "new cloud moment" — just as the cloud removed the cost of provisioning servers, agents remove the cost of building, so the sacred rules of software (file systems, codebases, packages, git, deployment) are worth tearing down and rebuilding from first principles.
  • EveOpen-source agent framework from Vercel — define agents as directories of TypeScript and Markdown config and deploy them as standard Vercel projects.