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Ralph loop

Skill nota-america/forgecat-agent-profiles/profiles/cursor/plugins/cursor_plugins_ralph-loop/for-cursor/.cursor/skills/ralph-loop

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.From its SKILL.md

Install
npx -y skills add nota-america/forgecat-agent-profiles --skill ralph-loop

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SKILL.md

1.8 KB, 391 tokens by cl100k_base, as published. Nobody here has run it

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:

    ---
    iteration: 1
    max_iterations: <N or 0>
    completion_promise: "<TEXT>" or null
    ---
    
    <the user's task prompt goes here>
    

    Example:

    ---
    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

  • If a completion promise is set, you may ONLY output <promise>TEXT</promise> when the statement is completely and genuinely true.
  • Do not output false promises to escape the loop.
  • Always recommend setting max_iterations as a safety net.
  • Quote the completion_promise value in the YAML frontmatter if it contains special characters.

Output

Confirm the loop is active (prompt, iteration limit, promise if set), then start working on the task immediately.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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