Autopilot
Yeachan-Heo/oh-my-claudecode
Takes a short product idea through requirements, design, planning, parallel implementation, QA cycles and multi-reviewer validation to produce working code.
Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose).
Install Ralph Loop
$ npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills ralph-loop --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ralph-loop .claude/skills/ralph-loop && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ralph-loop" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loop into .claude/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loopType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills ralph-loop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ralph-loop .agents/skills/ralph-loop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loop into .agents/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills ralph-loop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ralph-loop .cursor/skills/ralph-loop && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ralph-loop" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loop into .cursor/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sundial-org/awesome-openclaw-skills.git --path skills/ralph-loop--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills ralph-loop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ralph-loop .gemini/skills/ralph-loop && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loop into .gemini/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sundial-org/awesome-openclaw-skills ralph-loopInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ralph-loop .github/skills/ralph-loop && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loop into .github/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills ralph-loop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ralph-loop .opencode/skills/ralph-loop && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ralph-loop" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/ralph-loop into .opencode/skills/ralph-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ralph-loop", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ralph-loop- GitHub stars
- 663
- Token cost
- ~1.4k tokens
- SKILL.md length
- 383 words
- Files
- 1
- Skills in repo
- 353
- Repo updated
- First seen
- Licence
- None found
At a glance
Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose).
- Works in 6 steps: Collect inputs (ask if missing) → Phase 1 — Requirements → specs → Phase 2/3 — PROMPT.md + AGENTS.md → …
- Asked for a Ralph loop
- SKILL.md covers Overview, Workflow, Safety/Sandbox Guidance (must… and Guardrails
- Calls claude, bash and codex
What it does
Ralph Loop is an agent skill from sundial-org/awesome-openclaw-skills. 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 PROMPT.md + AGENTS.md, SPECS, and IMPLEMENTATIONPLAN.md, including PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Autonomous loops, Planning and Shell scripting. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Asked for a Ralph loop
- Ralph Wiggum loop
- An AI loop to plan/build code via PROMPT.md + AGENTS.md
- IMPLEMENTATIONPLAN.md
Example prompts
- “Ralph loop”
- “Ralph Wiggum loop”
- “/ralph-loop”
Requirements
- Docker
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Collect inputs (ask if missing)
- Phase 1 — Requirements → specs
- Phase 2/3 — PROMPT.md + AGENTS.md
- Two prompt templates (PLANNING vs BUILDING)
- Build the per‑iteration command
- Output a copy‑paste script
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
claudebashcodexopencodegit
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ralph Loop loads about 1.4k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 383 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 383 words (~1,364 tokens).
“Generate a ready-to-run bash script that runs an AI coding CLI in a loop. Align with the Ralph playbook flow:”
- name
- ralph-loop
Files
Just SKILL.md in skills/ralph-loop of sundial-org/awesome-openclaw-skills.
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Ralph Loop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ralph Loop this skillsundial-org/awesome-openclaw-skills | 663 | — | ~1.4k | Automated safety check: Pass | None | |
| AutopilotYeachan-Heo/oh-my-claudecode | 40k | 1 repos | ~4.4k | Automated safety check: Pass | MIT | |
| PRP Loop: Autonomous PipelineWirasm/prp | 2.3k | — | ~863 | Automated safety check: Pass | MIT | |
| Pi Goal WriterMichaelliv/pi-goal | 227 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Ultragoal Multi-Goal LedgerYeachan-Heo/gajae-code | 2.9k | — | ~8.4k | Automated safety check: Pass | MIT | |
| Spektacular Plan Implementationjumppad-labs/jumppad | 263 | — | ~1.8k | Automated safety check: Pass | MPL-2.0 |
Similar skills
PRP Loop: Autonomous Pipeline
Wirasm/prp
Runs a detached, resumable loop that plans, implements, opens a PR, reviews and fixes a feature across headless CLI sessions until the review is clean.
Pi Goal Writer
Michaelliv/pi-goal
Drafts and reviews /goal prompts for long-running autonomous agents, turning a vague request into a completion contract with outcome, evidence, constraints and a stop condition.
Ultragoal Multi-Goal Ledger
Yeachan-Heo/gajae-code
Breaks a brief into ordered goals, keeps a durable ledger under .omc/ultragoal and prints handoff text so a Claude /goal run survives session restarts.
Spektacular Plan Implementation
jumppad-labs/jumppad
Executes an approved plan step by step through the spektacular CLI, which acts as the state machine, producing code, tests and a changelog.
Goal Objective Drafter
QwenLM/qwen-code
Turns a vague intention into a /goal objective with one outcome, numbered yes-or-no checks, guardrails, a budget and a block protocol, without starting the work.
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Related
Categories
Questions about Ralph Loop
What does Ralph Loop do?
Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose). Ralph Loop is an agent skill from sundial-org/awesome-openclaw-skills. Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose).
When should I use Ralph Loop?
Ralph Loop fits situations like: asked for a Ralph loop; ralph Wiggum loop; an AI loop to plan/build code via PROMPT.md + AGENTS.md; IMPLEMENTATIONPLAN.md.
How do I install Ralph Loop in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a claude-code`. Or copy the skill folder (skills/ralph-loop in sundial-org/awesome-openclaw-skills) into .claude/skills/ralph-loop in your project. Claude Code loads it when a task matches its description.
How do I install Ralph Loop in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a codex`. Or copy the skill folder (skills/ralph-loop in sundial-org/awesome-openclaw-skills) into .agents/skills/ralph-loop in your project. Codex loads it when a task matches its description.
Can I use Ralph Loop in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sundial-org/awesome-openclaw-skills --skill ralph-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ralph-loop, .gemini/skills/ralph-loop, .github/skills/ralph-loop and .opencode/skills/ralph-loop in your project.
What does Ralph Loop need to run?
Going by SKILL.md and its folder, Ralph Loop needs the command-line tools its instructions call (claude, bash, codex, opencode and git). Our summary lists: Docker.
Does Ralph Loop access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Ralph Loop safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ralph Loop use?
No licence was found for Ralph Loop or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ralph Loop use?
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ralph Loop?
Skills that share tags, products or a category with Ralph Loop: Autopilot (Yeachan-Heo/oh-my-claudecode, 40k stars), PRP Loop: Autonomous Pipeline (Wirasm/prp, 2.3k stars), Pi Goal Writer (Michaelliv/pi-goal, 227 stars) and Ultragoal Multi-Goal Ledger (Yeachan-Heo/gajae-code, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ralph Loop?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 353 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.