autopilot-predict

name	autopilot-predict
description	Use learned patterns and current state to predict the optimal next Codex action
argument-hint
allowed-tools	mcp__claude-flow__autopilot_predict mcp__claude-flow__autopilot_progress mcp__claude-flow__autopilot_learn mcp__claude-flow__autopilot_history

Predict what to work on next using Ruflo autopilot intelligence:

1. Call mcp__claude-flow__autopilot_predict for the recommended next action.
2. If confidence is above 0.7, execute the prediction directly in Codex.
3. If confidence is below 0.7, check mcp__claude-flow__autopilot_progress for task breakdown.
4. Pick the highest-priority incomplete task that is safe to handle in the current Codex turn.
5. After completing work, call mcp__claude-flow__autopilot_learn to update patterns.

Learning Pipeline

• mcp__claude-flow__autopilot_learn -- discover success patterns from completed tasks.
• mcp__claude-flow__autopilot_history({ query: "KEYWORD" }) -- search past completions.
• Patterns are stored in AgentDB for cross-session recall.

Codex Iteration Model

Codex does not provide Claude Code /loop semantics. Use this skill as a bounded next-action selector:

• High confidence prediction -> execute immediately when it fits the user's current request.
• Low confidence -> fall back to explicit task priority or ask for clarification if the next action is risky.
• No tasks remaining -> disable autopilot or report that no further work is available.

For repeated unattended execution, use an external scheduler or a user-requested follow-up session rather than assuming Codex can wake itself.