LaunchKit · 2026
Back to Skills

monitored-ralph-loop

Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose)

0
999 downloads
by @endogen

Setup & Installation

openclaw skills install @endogen/monitored-ralph-loop

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install monitored-ralph-loop

Version History

v0.1.1Feb 8, 2026 - Version note by skill developer:

- Notify openClaw via cron job - Let claw decide if issue has to be surfaced to human or can be handled by itself

What This Skill Does

Generates copy-paste bash scripts for running AI coding agent loops using Codex, Claude Code, OpenCode, or Goose. Manages iterative planning and building through structured markdown files (PROMPT.md, AGENTS.md, IMPLEMENTATION_PLAN.md) with event-driven notifications when the agent needs human input or hits a blocker.

Combines clean per-iteration sessions, file-based memory, and notification routing in one script so long-running agent jobs don't silently fail or exceed context limits.

When to use it

  • Running an overnight Codex build session that notifies on completion
  • Generating a planning pass that breaks a feature into atomic tasks before writing code
  • Setting up parallel feature branches with independent agent sessions via git worktrees
  • Routing agent decisions back to a human when the agent hits an ambiguous requirement
  • Automating lint and test backpressure after each iteration so the codebase stays green

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Generate a Ralph loop for building a FastAPI CRUD app using Codex, max 20 iterations, PLANNING then BUILDING

AGENT
  1. 1Creates specs/overview.md with goal, tech stack, and success criteria
  2. 2Generates AGENTS.md with install, test, lint, and run commands plus a Backpressure section
  3. 3Generates PROMPT.md in PLANNING mode instructing the agent to produce IMPLEMENTATION_PLAN.md without writing code
  4. 4Generates PROMPT.md variant for BUILDING mode instructing the agent to pick one task per iteration, run backpressure, and commit on success
  5. 5Outputs ralph.sh with RALPH_CLI=codex and max iterations set to 20
OUTPUT

A ready-to-run project scaffold with ralph.sh, PROMPT.md, AGENTS.md, and specs/ that the user copies into their repo and executes

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

Installed and authenticated CLI for your chosen agent: Codex (requires OpenAI API key), Claude Code (requires Anthropic account), OpenCode, or Goose