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GitHub PR automation system with safety limits and actionable counting

Project description

GitHub PR Automation System

Autonomous PR fixing and code review automation for the jleechanorg organization

Overview

This automation system provides three core workflows:

  1. @codex Comment Agent - Monitors PRs and posts intelligent automation comments
  2. FixPR Workflow - Autonomously fixes merge conflicts and failing CI checks
  3. Codex GitHub Mentions - Processes OpenAI Codex tasks via browser automation

All workflows use safety limits, commit tracking, and orchestrated AI agents to process PRs reliably.


๐Ÿค– Workflow 1: @codex Comment Agent

What It Does

The @codex comment agent continuously monitors all open PRs across the jleechanorg organization and posts standardized Codex instruction comments when new commits are pushed. This enables AI assistants (@codex, @coderabbitai, @copilot, @cursor) to review and improve PRs automatically.

How It Works

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  1. DISCOVERY PHASE                                         โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Scan all repositories in jleechanorg organization        โ”‚
โ”‚  โ€ข Find open PRs updated in last 24 hours                   โ”‚
โ”‚  โ€ข Filter to actionable PRs (new commits, not drafts)       โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  2. COMMIT TRACKING                                         โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Check if PR has new commits since last processed         โ”‚
โ”‚  โ€ข Skip if already commented on this commit SHA             โ”‚
โ”‚  โ€ข Prevent duplicate comments on same commit                โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  3. SAFETY CHECKS                                           โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Verify PR hasn't exceeded attempt limits (max 5)         โ”‚
โ”‚  โ€ข Check global automation limit (max 50 runs)              โ”‚
โ”‚  โ€ข Skip if safety limits reached                            โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  4. POST COMMENT                                            โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Post standardized @codex instruction comment             โ”‚
โ”‚  โ€ข Include hidden commit marker: <!-- codex-automation-     โ”‚
โ”‚    commit:abc123def -->                                     โ”‚
โ”‚  โ€ข Record processing in commit history                      โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Comment Template

The agent posts this standardized instruction:

@codex @coderabbitai @copilot @cursor [AI automation] Codex will implement
the code updates while coderabbitai, copilot, and cursor focus on review
support. Please make the following changes to this PR.

Use your judgment to fix comments from everyone or explain why it should
not be fixed. Follow binary response protocol - every comment needs "DONE"
or "NOT DONE" classification explicitly with an explanation. Address all
comments on this PR. Fix any failing tests and resolve merge conflicts.
Push any commits needed to remote so the PR is updated.

<!-- codex-automation-commit:abc123def456 -->

Tech Stack

Component Technology Purpose
PR Discovery GitHub GraphQL API Organization-wide PR search
Commit Detection check_codex_comment.py Prevents duplicate comments
Comment Posting GitHub REST API (gh pr comment) Posts automation instructions
Safety Manager AutomationSafetyManager File-based rate limiting
Scheduling launchd/cron Runs every 10 minutes

Usage

CLI Commands

# Monitor all repositories (posts comments to actionable PRs)
jleechanorg-pr-monitor

# Monitor specific repository
jleechanorg-pr-monitor --single-repo worldarchitect.ai

# Process specific PR
jleechanorg-pr-monitor --target-pr 123 --target-repo jleechanorg/worldarchitect.ai

# Dry run (discovery only, no comments)
jleechanorg-pr-monitor --dry-run

# Check safety status
automation-safety-cli status

# Clear safety data (resets limits)
automation-safety-cli clear

Slash Command Integration

# From Claude Code
/automation status        # View automation state
/automation monitor       # Process actionable PRs
/automation safety check  # View safety limits

Configuration

# Required
export GITHUB_TOKEN="your_github_token_here"

# Optional - Safety Limits
export AUTOMATION_PR_LIMIT=5           # Max attempts per PR (default: 5)
export AUTOMATION_GLOBAL_LIMIT=50      # Max global runs (default: 50)
export AUTOMATION_APPROVAL_HOURS=24    # Approval expiry (default: 24)

# Optional - Email Notifications
export SMTP_SERVER="smtp.gmail.com"
export SMTP_PORT=587
export EMAIL_USER="your-email@gmail.com"
export EMAIL_PASS="your-app-password"
export EMAIL_TO="recipient@example.com"

Key Features

  • โœ… Commit-based tracking - Only comments when new commits appear
  • โœ… Hidden markers - Uses HTML comments to track processed commits
  • โœ… Safety limits - Prevents automation abuse with dual limits
  • โœ… Cross-repo support - Monitors entire organization
  • โœ… Draft PR filtering - Skips draft PRs automatically

๐Ÿ”ง Workflow 2: FixPR (Autonomous PR Fixing)

What It Does

The FixPR workflow autonomously fixes PRs that have merge conflicts or failing CI checks by spawning AI agents in isolated workspaces. Each agent analyzes the PR, reproduces failures locally, applies fixes, and pushes updates.

How It Works

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  1. PR DISCOVERY & FILTERING                                โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Query PRs updated in last 24 hours                       โ”‚
โ”‚  โ€ข Filter to PRs with:                                      โ”‚
โ”‚    - mergeable: CONFLICTING                                 โ”‚
โ”‚    - failing CI checks (FAILURE, ERROR, TIMED_OUT)          โ”‚
โ”‚  โ€ข Skip PRs without blockers                                โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  2. WORKSPACE ISOLATION                                     โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Clone base repository to /tmp/pr-orch-bases/             โ”‚
โ”‚  โ€ข Create worktree at /tmp/{repo}/pr-{number}-{branch}      โ”‚
โ”‚  โ€ข Checkout PR branch in isolated workspace                 โ”‚
โ”‚  โ€ข Clean previous tmux sessions with matching names         โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  3. AI AGENT DISPATCH                                       โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Create TaskDispatcher with workspace config              โ”‚
โ”‚  โ€ข Spawn agent with:                                        โ”‚
โ”‚    - CLI: claude/codex/gemini (configurable)                โ”‚
โ”‚    - Task: Fix PR #{number} - resolve conflicts & tests     โ”‚
โ”‚    - Workspace: Isolated worktree path                      โ”‚
โ”‚  โ€ข Agent runs autonomously in tmux session                  โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  4. AGENT WORKFLOW (Autonomous)                             โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Checkout PR: gh pr checkout {pr_number}                  โ”‚
โ”‚  โ€ข Analyze failures: gh pr view --json statusCheckRollup    โ”‚
โ”‚  โ€ข Reproduce locally: Run failing tests                     โ”‚
โ”‚  โ€ข Apply fixes: Code changes to resolve issues              โ”‚
โ”‚  โ€ข Verify: Run full test suite                              โ”‚
โ”‚  โ€ข Commit & Push: git push origin {branch}                  โ”‚
โ”‚  โ€ข Write report: /tmp/orchestration_results/pr-{num}.json   โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  5. VERIFICATION                                            โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Agent monitors GitHub CI for updated status              โ”‚
โ”‚  โ€ข Verifies mergeable: MERGEABLE                            โ”‚
โ”‚  โ€ข Confirms all checks passing                              โ”‚
โ”‚  โ€ข Logs success/failure to results file                     โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Tech Stack

Component Technology Purpose
PR Query GitHub GraphQL API Find PRs with conflicts/failures
CI Checks gh pr checks JSON output Detect failing tests
Worktree Isolation git worktree add Isolated PR workspaces
Agent Orchestration TaskDispatcher Spawn AI agents in tmux
AI CLI Claude/Codex/Gemini Execute fixes autonomously
Workspace Management /tmp/{repo}/{pr-branch}/ Clean isolated environments

Usage

CLI Commands

# Fix PRs with default settings (last 24h, max 5 PRs, Claude CLI)
python3 -m orchestrated_pr_runner

# Custom time window and PR limit
python3 -m orchestrated_pr_runner --cutoff-hours 48 --max-prs 10

# Use different AI CLI
python3 -m jleechanorg_pr_automation.orchestrated_pr_runner --agent-cli codex
python3 -m jleechanorg_pr_automation.orchestrated_pr_runner --agent-cli gemini

# List actionable PRs without fixing
jleechanorg-pr-monitor --fixpr --dry-run

Slash Command Integration

# Fix specific PR (from Claude Code)
/fixpr 123

# With auto-apply for safe fixes
/fixpr 123 --auto-apply

# Pattern detection mode (fixes similar issues)
/fixpr 123 --scope=pattern

Integration with PR Monitor

# Monitor and fix in one command
jleechanorg-pr-monitor --fixpr --max-prs 5 --agent-cli claude

Agent CLI Options

The FixPR workflow supports multiple AI CLIs for autonomous fixing:

CLI Model Best For Configuration
claude Claude Sonnet 4.5 Complex refactors, multi-file changes Default
codex OpenAI Codex Code generation, boilerplate fixes Requires codex binary in PATH
gemini Gemini 3 Pro Large codebases, pattern detection pip install google-gemini-cli + GOOGLE_API_KEY

Usage:

# Explicit CLI selection
python3 -m orchestrated_pr_runner --agent-cli gemini

# Via environment variable
export AGENT_CLI=codex
python3 -m orchestrated_pr_runner

Workspace Structure

/tmp/
โ”œโ”€โ”€ pr-orch-bases/              # Base clones (shared)
โ”‚   โ”œโ”€โ”€ worldarchitect.ai/
โ”‚   โ””โ”€โ”€ ai_universe/
โ””โ”€โ”€ {repo}/                     # PR workspaces (isolated)
    โ”œโ”€โ”€ pr-123-fix-auth/
    โ”œโ”€โ”€ pr-456-merge-conflict/
    โ””โ”€โ”€ pr-789-test-failures/

Key Features

  • โœ… Autonomous fixing - AI agents work independently
  • โœ… Worktree isolation - Each PR gets clean workspace
  • โœ… Multi-CLI support - Claude, Codex, or Gemini
  • โœ… Tmux sessions - Long-running agents in background
  • โœ… Result tracking - JSON reports in /tmp/orchestration_results/
  • โœ… Safety limits - Respects global and per-PR limits

๐Ÿค Workflow 3: Codex GitHub Mentions Automation

What It Does

The Codex GitHub Mentions automation processes "GitHub Mention:" tasks from OpenAI's Codex interface via browser automation. When GitHub issues or PRs are mentioned in Codex conversations, they appear as actionable tasks that require manual approval to update the branch. This workflow automates clicking the "Update branch" button for each task.

How It Works

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  1. AUTHENTICATION                                          โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Connect to existing Chrome via CDP (port 9222)           โ”‚
โ”‚  โ€ข Load saved auth state from Storage State API             โ”‚
โ”‚  โ€ข Skip login if cookies/localStorage already exist         โ”‚
โ”‚  โ€ข Auth persisted to ~/.chatgpt_codex_auth_state.json       โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  2. TASK DISCOVERY                                          โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Navigate to https://chatgpt.com/codex/tasks              โ”‚
โ”‚  โ€ข Find all task links matching "GitHub Mention:"           โ”‚
โ”‚  โ€ข Collect task URLs and metadata                           โ”‚
โ”‚  โ€ข Filter to first N tasks (default: 50)                    โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  3. TASK PROCESSING                                         โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Navigate to each task page                               โ”‚
โ”‚  โ€ข Wait for page to fully load                              โ”‚
โ”‚  โ€ข Search for "Update branch" button                        โ”‚
โ”‚  โ€ข Click button if present                                  โ”‚
โ”‚  โ€ข Log success/failure for each task                        โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  4. STATE PERSISTENCE                                       โ”‚
โ”‚  โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”‚
โ”‚  โ€ข Save cookies and localStorage to auth state file         โ”‚
โ”‚  โ€ข Auth persists across runs (no manual login required)     โ”‚
โ”‚  โ€ข Browser context reusable for future runs                 โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Tech Stack

Component Technology Purpose
Browser Automation Playwright (Python) Controls Chrome via CDP
CDP Connection Chrome DevTools Protocol Connects to existing browser on port 9222
Auth Persistence Storage State API Saves/restores cookies and localStorage
Cloudflare Bypass Existing browser session Avoids rate limiting by appearing as normal user
Task Selection CSS selector a:has-text("GitHub Mention:") Finds GitHub PR tasks
Scheduling cron Runs every hour at :15 past the hour

Usage

Prerequisites

Start Chrome with remote debugging:

# Kill existing Chrome instances
killall "Google Chrome" 2>/dev/null

# Start Chrome with CDP enabled (custom profile to avoid conflicts)
/Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome \
  --remote-debugging-port=9222 \
  --user-data-dir="$HOME/.chrome-cdp-debug" \
  > /dev/null 2>&1 &

# Verify CDP is accessible
curl -s http://localhost:9222/json/version | python3 -m json.tool

# IMPORTANT: Log in to chatgpt.com manually in the Chrome window
# The automation will save your auth state for future runs

CLI Commands

# Run automation (connects to existing Chrome on port 9222)
python3 -m jleechanorg_pr_automation.openai_automation.codex_github_mentions \
  --use-existing-browser \
  --cdp-port 9222 \
  --limit 50

# Debug mode with verbose logging
python3 -m jleechanorg_pr_automation.openai_automation.codex_github_mentions \
  --use-existing-browser \
  --cdp-port 9222 \
  --limit 50 \
  --debug

# Process only first 10 tasks
python3 -m jleechanorg_pr_automation.openai_automation.codex_github_mentions \
  --use-existing-browser \
  --cdp-port 9222 \
  --limit 10

Cron Job Integration

The automation runs automatically via cron every hour at :15 past the hour (offset from PR monitor):

# Cron entry (installed via install_jleechanorg_automation.sh)
15 * * * * jleechanorg-pr-monitor --codex-update >> \
  $HOME/Library/Logs/worldarchitect-automation/codex_automation.log 2>&1

Note: The --codex-update flag internally calls:

python3 -m jleechanorg_pr_automation.openai_automation.codex_github_mentions \
  --use-existing-browser --cdp-host 127.0.0.1 --cdp-port 9222 --limit 50

Self-healing: If Chrome CDP is not reachable, --codex-update will auto-start Chrome using the settings below before retrying.

Slash Command Integration

# From Claude Code (manual run)
python3 -m jleechanorg_pr_automation.openai_automation.codex_github_mentions \
  --use-existing-browser --cdp-port 9222 --limit 50

Configuration

# Required: Chrome with remote debugging on port 9222
# (See "Prerequisites" section above)

# Optional: Customize task limit
export CODEX_TASK_LIMIT=50  # Default: 50

# Optional: Auth state file location
# Default: ~/.chatgpt_codex_auth_state.json

# Optional: CDP self-heal controls (used by jleechanorg-pr-monitor --codex-update)
export CODEX_CDP_AUTO_START=1            # default: 1 (auto-start Chrome if needed)
export CODEX_CDP_HOST=127.0.0.1          # default: 127.0.0.1
export CODEX_CDP_PORT=9222               # default: 9222
export CODEX_CDP_USER_DATA_DIR="$HOME/.chrome-automation-profile"
export CODEX_CDP_START_TIMEOUT=20        # seconds to wait for CDP after start
# Optional: custom launcher (script path). Port is appended as final arg.
export CODEX_CDP_START_SCRIPT="/path/to/start_chrome_debug.sh"

Key Features

  • โœ… CDP-based automation - Connects to existing Chrome to bypass Cloudflare
  • โœ… Persistent authentication - Storage State API saves cookies/localStorage
  • โœ… No manual login - Auth state persists across runs
  • โœ… Cloudflare bypass - Appears as normal user browsing, not a bot
  • โœ… Configurable limits - Process 1-N tasks per run
  • โœ… Robust task detection - Handles dynamic page loading

Troubleshooting

Issue: Cloudflare rate limiting (0 tasks found)

# Solution: Use existing browser via CDP instead of launching new instances
# The CDP approach connects to your logged-in Chrome session, avoiding detection

# Verify Chrome is running with CDP enabled
curl -s http://localhost:9222/json/version

# Expected output:
# {
#   "Browser": "Chrome/131.0.6778.265",
#   "Protocol-Version": "1.3",
#   "webSocketDebuggerUrl": "ws://localhost:9222/..."
# }

Issue: Auth state not persisting

# Check auth state file exists
ls -lh ~/.chatgpt_codex_auth_state.json

# Expected: ~5-6KB JSON file
# If missing: Log in manually to chatgpt.com in the CDP Chrome window
# The script will save auth state on first successful run

Issue: "Update branch" button not found

# Run with debug logging
python3 -m jleechanorg_pr_automation.openai_automation.codex_github_mentions \
  --use-existing-browser \
  --cdp-port 9222 \
  --debug

# Check if tasks are actually "GitHub Mention:" type
# Only GitHub PR tasks have "Update branch" buttons

Issue: Chrome CDP connection fails

# Verify Chrome is running with correct flags
ps aux | grep "remote-debugging-port=9222"

# If not running, start Chrome with CDP:
killall "Google Chrome" 2>/dev/null
/Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome \
  --remote-debugging-port=9222 \
  --user-data-dir="$HOME/.chrome-cdp-debug" &

Issue: Cron job failing with "unrecognized arguments: --codex-update"

# This happens when installed PyPI package is older than source code
# Temporary solution: Run manually from source until PR merges and package updates

# Reinstall from source
cd automation
pip install -e .

# Verify flag exists
jleechanorg-pr-monitor --help | grep codex-update

Installation

From PyPI

# Basic installation
pip install jleechanorg-pr-automation

# With email notifications
pip install jleechanorg-pr-automation[email]

# For development
pip install jleechanorg-pr-automation[dev]

From Source (Development)

# Clone and install from repository
cd ~/worldarchitect.ai/automation
pip install -e .

# With optional dependencies
pip install -e .[email,dev]

macOS Automation (Scheduled Monitoring)

# Install launchd service
./automation/install_jleechanorg_automation.sh

# Verify service
launchctl list | grep jleechanorg

# View logs
tail -f ~/Library/Logs/worldarchitect-automation/jleechanorg_pr_monitor.log

Crontab Management

Use the restore_crontab.sh script to manage cron jobs for all three automation workflows:

# Dry run (preview what will be restored)
cd automation
./restore_crontab.sh --dry-run

# Interactive restore (prompts for confirmation)
./restore_crontab.sh

# Force restore (no prompts)
./restore_crontab.sh --force

# View current crontab
crontab -l

# Restore from backup (if needed)
crontab ~/.crontab_backup_YYYYMMDD_HHMMSS

Standard Cron Jobs:

Schedule Command Purpose
Every hour (:00) jleechanorg-pr-monitor Workflow 1: Post @codex comments
Every hour (:15) jleechanorg-pr-monitor --codex-update Workflow 3: Process Codex tasks
Every 30 minutes jleechanorg-pr-monitor --fixpr Workflow 2: Fix PRs autonomously
Every 4 hours claude_backup_cron.sh Backup Claude conversations

Safety System

Both workflows use AutomationSafetyManager for rate limiting:

Dual Limits

  1. Per-PR Limit: Max 5 consecutive attempts per PR
  2. Global Limit: Max 50 total automation runs per day

Safety Data Storage

~/Library/Application Support/worldarchitect-automation/
โ”œโ”€โ”€ automation_safety_data.json    # Attempt tracking
โ””โ”€โ”€ pr_history/                     # Commit tracking per repo
    โ”œโ”€โ”€ worldarchitect.ai/
    โ”‚   โ”œโ”€โ”€ main.json
    โ”‚   โ””โ”€โ”€ feature-branch.json
    โ””โ”€โ”€ ai_universe/
        โ””โ”€โ”€ develop.json

Safety Commands

# Check current status
automation-safety-cli status

# Example output:
# Global runs: 23/50
# Requires approval: False
# PR attempts:
#   worldarchitect.ai-1634: 2/5 (OK)
#   ai_universe-42: 5/5 (BLOCKED)

# Clear all data (reset limits)
automation-safety-cli clear

# Check specific PR
automation-safety-cli check-pr 123 --repo worldarchitect.ai

Architecture Comparison

Feature @codex Comment Agent FixPR Workflow Codex GitHub Mentions
Trigger New commits on open PRs Merge conflicts or failing checks Codex tasks queue
Action Posts instruction comment Autonomously fixes code Clicks "Update branch" buttons
Execution Quick (API calls only) Long-running (agent in tmux) Medium (browser automation)
Workspace None (comment-only) Isolated git worktree Chrome CDP session
AI CLI N/A (GitHub API) Claude/Codex/Gemini N/A (Playwright)
Output GitHub PR comment Code commits + JSON report Browser button clicks
Schedule Every hour Every 30 minutes Every hour at :15

Environment Variables

Required

export GITHUB_TOKEN="ghp_xxxxxxxxxxxx"

Optional

# Safety limits
export AUTOMATION_PR_LIMIT=5           # Default: 5
export AUTOMATION_GLOBAL_LIMIT=50      # Default: 50
export AUTOMATION_APPROVAL_HOURS=24    # Default: 24

# Workspace configuration
export PR_AUTOMATION_WORKSPACE="/custom/path"

# Email notifications
export SMTP_SERVER="smtp.gmail.com"
export SMTP_PORT=587
export EMAIL_USER="your@email.com"
export EMAIL_PASS="app-password"
export EMAIL_TO="recipient@email.com"

# Agent CLI selection (for FixPR)
export AGENT_CLI="claude"              # or "codex" or "gemini"
export GEMINI_MODEL="gemini-3-pro-preview"

Development

Running Tests

# Run all tests
pytest

# With coverage
pytest --cov=jleechanorg_pr_automation

# Specific test suite
pytest automation/jleechanorg_pr_automation/tests/test_pr_filtering_matrix.py

Code Quality

# Format code
black .
ruff check .

# Type checking
mypy jleechanorg_pr_automation

Troubleshooting

@codex Comment Agent

Issue: No PRs discovered

# Check GitHub authentication
gh auth status

# Verify organization access
gh repo list jleechanorg --limit 5

Issue: Duplicate comments on same commit

# Check commit marker detection
python3 -c "from jleechanorg_pr_automation.check_codex_comment import decide; print(decide('<!-- codex-automation-commit:', '-->'))"

FixPR Workflow

Issue: Worktree creation fails

# Clean stale worktrees
cd ~/worldarchitect.ai
git worktree prune

# Remove old workspace
rm -rf /tmp/worldarchitect.ai/pr-*

Issue: Agent not spawning

# Check tmux sessions
tmux ls

# View agent logs
ls -la /tmp/orchestration_results/

Issue: Wrong AI CLI used

# Verify CLI availability
which claude codex gemini

# Set explicit CLI
export AGENT_CLI=claude
python3 -m orchestrated_pr_runner

Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Add tests for new functionality
  4. Ensure all tests pass (pytest)
  5. Format code (black . && ruff check .)
  6. Submit a pull request

License

MIT License - see LICENSE file for details.


Changelog

0.2.21 (Latest)

  • Refined Codex updater logging and update-branch click handling.

0.2.20

  • Stabilized Codex updater tab reuse and recovery when pages close mid-run.
  • Added login verification guard and extra diagnostics for tab switching.

0.2.19

  • Fixed cleanup() indentation so CodexGitHubMentionsAutomation can release resources.
  • Note: version 0.2.18 was intentionally skipped (no public release).

0.2.5

  • Enhanced @codex comment detection with actor pattern matching
  • Improved commit marker parsing for multiple AI assistants
  • Added Gemini CLI support for FixPR workflow

0.1.1

  • Fixed daily reset of global automation limit
  • Added last reset timestamp tracking

0.1.0

  • Initial release with @codex comment agent and FixPR workflow
  • Comprehensive safety system with dual limits
  • Cross-organization PR monitoring

Project details


Release history Release notifications | RSS feed

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