Integrate Loop Engine with OpenClaw to enforce human approval, AI confidence checks, evidence capture, and immutable audit trails on workflow steps.
Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose). Use when asked for a "Ralph loop", "Ralph Wiggum loop", or an AI loop to plan/build code via PRO
--- name: Loop slug: loop version: 1.0.2 description: Run iterative agent loops until success criteria are met. Controlled autonomous iteration. changelog: Fixed internal contradiction about Git commi
--- name: feedback-loop version: 1.0.0 description: Feedback Loop - Collect, analyze, and act on user feedback for continuous agent improvement author: OpenClaw license: MIT tags: - feedback - ana
Generate ready-to-run shell loop commands for Claude Code, Gemini CLI, or Grok CLI, customized by AI tool, model, shell, complexity, and loop features.
Orchestrate growth loops across the skill portfolio by connecting usage, feedback, improvement, and adoption into self-reinforcing cycles. Use when designing...
Design and deploy autonomous agent loops that automate repetitive tasks with yes/no decisions, triggers, approvals, and Slack outputs using ready templates o...
Runs autonomous iterative AI loops for requirements, planning, or building phases using structured prompts and fresh context per iteration.
Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/bui
Run long-lived AI coding agents (Codex, Claude Code) in persistent tmux sessions with Ralph retry loops and completion hooks. Use when running multi-step cod...
Lightweight self-improvement loop for AI agents. Auto-captures errors, corrections, and discoveries in a fast one-line format. Smart dedup, auto-promotion to...
Autonomous PR review loop with Greptile. Use when an agent creates a PR and needs to autonomously handle code review feedback — reading Greptile reviews, fixing issues, pushing fixes, re-triggering
Forge 🔨 — Repair-Inspect loop orchestrator. Automated code repair with independent inspection, dependency-aware parallel execution, protected file guardrail...
Autonomous structured learning for mastering complex topics through cron-based 5-session feedback loops. Use when user wants to deeply learn a subject (e.g.,...
Human-in-the-loop: A free, extensible framework for intercepting tool calls via the OmniPersona mobile app.
Generate daily high-signal charisma/engagement insights with a self-improving novelty loop. Use when sending recurring tips on charisma, body language, orati...
Automation skill for Ralph Loop Agent (Enhanced).
Build and run a low-friction movie/anime recommendation + follow-up loop. Use when a user wants long-term taste profiling from watched/unfinished/dropped fee...
Launch non-blocking interactive Claude Code tasks for slash-only plugins like ralph-loop. Use when a task needs interactive slash commands and completion cal...
Autonomous development loops with iteration, backpressure gates, and completion criteria. Use for sustained coding sessions that require multiple iterations, test validation, and structured progress t