ruvnet/ruflo743 installs
autopilot-predict
Use learned patterns and current state to predict the optimal next action
How do I install this agent skill?
npx skills add https://github.com/ruvnet/ruflo --skill autopilot-predictIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The skill is functional but includes an automated execution loop based on history and predictions, which presents a surface for indirect prompt injection if historical task data includes unvalidated or malicious content.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
Predict what to work on next using Ruflo autopilot intelligence:
- Call
mcp__plugin_ruflo-core_ruflo__autopilot_predictfor the recommended next action - If confidence > 0.7, execute the prediction directly
- If confidence < 0.7, check
mcp__plugin_ruflo-core_ruflo__autopilot_progressfor task breakdown - Pick the highest-priority incomplete task
- After completing work, call
mcp__plugin_ruflo-core_ruflo__autopilot_learnto update patterns
Learning Pipeline
mcp__plugin_ruflo-core_ruflo__autopilot_learn-- discover success patterns from completed tasksmcp__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
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/ruvnet/ruflo/autopilot-predict">View autopilot-predict on skillZs</a>