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Official agent skill

Ralph Loop Help

by cursor in cursor/plugins

Explain the Ralph Loop plugin, how it works, and available skills.

OfficialNo licenceAuto-check passedAgent Workflows

Install Ralph Loop Help

skills CLI
$ npx skills add cursor/plugins --skill ralph-loop-help -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install cursor/plugins ralph-loop-help --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/cursor/plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ralph-loop/skills/ralph-loop-help .claude/skills/ralph-loop-help && rm -rf skills-src

Use ~/.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/

Facts

Skill name
ralph-loop-help
GitHub stars
10k
Token cost
~623 tokens
SKILL.md length
304 words
Files
1
Skills in repo
99
Repo updated
First seen
Licence
None found

At a glance

Explain the Ralph Loop plugin, how it works, and available skills.

  • Works in 6 steps: The agent receives the SAME prompt → Works on the task, modifying files → Tries to exit → …
  • The user asks for help with ralph loop
  • SKILL.md covers Trigger, What to Explain and Output
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ralph Loop Help is an agent skill from cursor/plugins, published by the product's own GitHub organization. Explain the Ralph Loop plugin, how it works, and available skills. Use when the user asks for help with ralph loop, wants to understand the technique, or needs usage examples.

Its SKILL.md is about 620 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. The repository describes itself as: Cursor plugin specification and official plugins.

When your agent uses it

  • The user asks for help with ralph loop
  • Wants to understand the technique
  • Needs usage examples

Example prompts

  • “/ralph-loop-help”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. The agent receives the SAME prompt
  2. Works on the task, modifying files
  3. Tries to exit
  4. Stop hook intercepts and feeds the same prompt again
  5. The agent sees its previous work in the files
  6. Iteratively improves until completion

What it can do on your machine

Read from SKILL.md and the folder at commit ccb5507. 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

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • ghuntley.com
    • github.com

    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 Help loads about 623 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 304 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~623

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 304 words (~623 tokens).

“The user asks what Ralph Loop is, how it works, or needs usage guidance.”

— opening of SKILL.md by cursor
name
ralph-loop-help

Read the full SKILL.md on GitHub

Files

Just SKILL.md in ralph-loop/skills/ralph-loop-help of cursor/plugins.

Open the folder on GitHubat commit ccb5507

Compare with similar skills

Ralph Loop Help 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.

Ralph Loop Help compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ralph Loop Help this skillcursor/plugins10k—~623Automated safety check: PassNone
Autoresearch Iteration Loopuditgoenka/autoresearch6.5k1 repos~2kAutomated safety check: PassMIT
PUA Looptanweai/pua20k1 repos~1.1kAutomated safety check: PassMIT
AutopilotYeachan-Heo/oh-my-claudecode40k1 repos~4.4kAutomated safety check: PassMIT
Install Loop Engineeringcobusgreyling/loop-engineering11k1 repos~648Automated safety check: PassMIT
LoopyForward-Future/loopy3.2k—~3.9kAutomated safety check: PassMIT

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Categories

Questions about Ralph Loop Help

What does Ralph Loop Help do?

Explain the Ralph Loop plugin, how it works, and available skills. Ralph Loop Help is an agent skill from cursor/plugins, published by the product's own GitHub organization. Explain the Ralph Loop plugin, how it works, and available skills.

When should I use Ralph Loop Help?

Ralph Loop Help fits situations like: the user asks for help with ralph loop; wants to understand the technique; needs usage examples.

How do I install Ralph Loop Help in Claude Code?

Run `npx skills add cursor/plugins --skill ralph-loop-help -a claude-code`. Or copy the skill folder (ralph-loop/skills/ralph-loop-help in cursor/plugins) into .claude/skills/ralph-loop-help in your project. Claude Code loads it when a task matches its description.

How do I install Ralph Loop Help in Codex?

Run `npx skills add cursor/plugins --skill ralph-loop-help -a codex`. Or copy the skill folder (ralph-loop/skills/ralph-loop-help in cursor/plugins) into .agents/skills/ralph-loop-help in your project. Codex loads it when a task matches its description.

Can I use Ralph Loop Help 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 cursor/plugins --skill ralph-loop-help -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-help, .gemini/skills/ralph-loop-help, .github/skills/ralph-loop-help and .opencode/skills/ralph-loop-help in your project.

What does Ralph Loop Help need to run?

SKILL.md names no scripts, command-line tools or credentials: Ralph Loop Help is instructions for the agent only.

Does Ralph Loop Help access the network?

SKILL.md names 2 domains. As links in the text: ghuntley.com and github.com. This is read from the text; nothing was executed.

Is Ralph Loop Help 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 Help use?

No licence was found for Ralph Loop Help or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ralph Loop Help use?

About 623 tokens (SKILL.md is roughly 2.5k 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 Help?

Skills that share tags, products or a category with Ralph Loop Help: Autoresearch Iteration Loop (uditgoenka/autoresearch, 6.5k stars), PUA Loop (tanweai/pua, 20k stars), Autopilot (Yeachan-Heo/oh-my-claudecode, 40k stars) and Install Loop Engineering (cobusgreyling/loop-engineering, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ralph Loop Help?

cursor (a GitHub organization, an official publisher) maintains it in cursor/plugins, which has 10,278 GitHub stars. The repository holds 99 skills in this directory. The repository was last updated on October 8, 2026.

Source: cursor/plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.