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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.

DeepseekModel 官方收录技能 质量 优秀 · 90 v1.0.0

获取

https://deepseekmodel.com/api/download.php?id=cursor-plugins-ralph-loop-skills-ralph-loop-skill-md&format=skill
下载 .skill 标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用
.skill 文件中 system_prompt 字段的实际内容。
name ralph-loop description 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. 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 Gather the user's task prompt and optional parameters: max_iterations (number, default 0 for unlimited) completion_promise (text, or "null" if not set) 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. Confirm to the user that the Ralph loop is active, then begin working on the task. 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.
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下载的 .skill 包内含以下字段。
字段 说明
format格式标识(skill/v1)
skill_id技能唯一 ID
name技能名称
version版本号
description技能描述
category所属分类(数组)
trigger_words触发词列表
tags标签列表
source来源标识
source_url来源链接(本页地址)
exported_at导出时间(每次下载生成)
system_prompt系统提示词正文
model_config模型参数:provider / model / temperature / max_tokens / top_p
examples示例
install_guide各平台导入说明(Coze / Dify / Claude / 自定义框架)
同一份技能可按不同平台格式导出。
.skill 标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用 下载
.skillpro 增强格式,额外含脚本 / 工具 / 依赖 / 钩子占位 下载
.json 纯 JSON 导出,只含 system_prompt 与模型参数 下载
Coze 带 frontmatter 的 Markdown,Coze 平台导入用 下载
Dify Dify DSL,创建应用后直接导入 下载

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