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autopilot-predict

Use learned patterns and current state to predict the optimal next action

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来源信息

仓库
ruvnet/ruflo
最近来源活动
2026年7月17日 03:06
检测到的 SKILL.md 语言
英语
星标
73,010
分支
8,665

安装方式

默认使用会先检查来源的 Prompt;你也可以切换为直接命令,或下载本地副本。

检查来源文件

决定是否安装前,请先阅读 SKILL.md,以及 SkillsMP 当前展示的配套文件。

正在显示 SKILL.md

SKILL.md
来源说明 · 只读预览
name
autopilot-predict
description
Use learned patterns and current state to predict the optimal next action
argument-hint
allowed-tools
mcp__plugin_ruflo-core_ruflo__autopilot_predict mcp__plugin_ruflo-core_ruflo__autopilot_progress mcp__plugin_ruflo-core_ruflo__autopilot_learn mcp__plugin_ruflo-core_ruflo__autopilot_history
Predict what to work on next using Ruflo autopilot intelligence: 1. Call `mcp__plugin_ruflo-core_ruflo__autopilot_predict` for the recommended next action 2. If confidence > 0.7, execute the prediction directly 3. If confidence < 0.7, check `mcp__plugin_ruflo-core_ruflo__autopilot_progress` for task breakdown 4. Pick the highest-priority incomplete task 5. After completing work, call `mcp__plugin_ruflo-core_ruflo__autopilot_learn` to update patterns ### Learning Pipeline - `mcp__plugin_ruflo-core_ruflo__autopilot_learn` -- discover success patterns from completed tasks - `mcp__plugin_ruflo-core_ruflo__autopilot_history({ query: "KEYWORD" })` -- search past completions - Patterns are stored in AgentDB for cross-session recall ### Integration with /loop When running inside a `/loop`, the predict skill guides each iteration: - High confidence prediction -> execute immediately - Low confidence -> fall back to task list priority order - No tasks remaining -> disable autopilot and exit loop
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