ralph-loop SKILL.md skillA

ralph-loop from cursor/plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add cursor/plugins/ralph-loop@git:20260211.e87eaec

Pins git:20260211.e87eaec in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
cursor/plugins
Path
ralph-loop/skills/ralph-loop/SKILL.md
Versions recorded
1
Latest version
git:20260211.e87eaec, committed Feb 11, 2026
Size
1,875 bytes
Repository stars
15,586
License
none declared

Start a Ralph Loop for iterative self-referential development. Use when the user asks to run a ralph loop, start an iterative loop, or wants repeated autonomous iteration on a task until completion.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Ralph Loop

## Trigger

The user wants to start a Ralph loop. An iterative development loop where the same prompt is fed back after every turn, and the agent sees its own previous work each iteration.

## Workflow

1. Gather the user's task prompt and optional parameters:
   - `max_iterations` (number, default 0 for unlimited)
   - `completion_promise` (text, or "null" if not set)

2. Create the directory `.cursor/ralph/` if it doesn't exist, then write the state file at `.cursor/ralph/scratchpad.md` with this exact format:

   ```markdown
   ---
   iteration: 1
   max_iterations: <N or 0>
   completion_promise: "<TEXT>" or null
   ---

   <the user's task prompt goes here>
   ```

   Example:
   ```markdown
   ---
   iteration: 1
   max_iterations: 20
   completion_promise: "COMPLETE"
   ---

   Build a REST API for todos with CRUD operations, input validation, and tests.
   ```

3. Confirm to the user that the Ralph loop is active, then begin working on the task.

4. The stop hook automatically intercepts each turn end and feeds the same prompt back as a followup message. You will see it prefixed with `[Ralph loop iteration N.]`.

## Guardrails
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add cursor/plugins/ralph-loop@sha256:3583d0868329b2b1

The line at the top of this page pins the label git:20260211.e87eaec, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fo2gyvnckr56wkbu.svg)](https://markdownregistry.com/a/art_fo2gyvnckr56wkbu)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Feb 11, 2026.

versioncommittedcommitsizeaudit
git:20260211.e87eaec latest2026-02-11 e87eaec 1,875 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1875 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

cursor/plugins · 15,586 stars · license none declared · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fo2gyvnckr56wkbu
GET https://markdownregistry.com/api/v1/resolve?ref=cursor/plugins/ralph-loop
GET https://markdownregistry.com/api/v1/blob/3583d0868329b2b1a0f081cd7d0d1ef51cf5a12696e407edbc6b8cdca41f8a09

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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