autoskill

Analyze coding sessions to extract durable preferences and propose reversible Skill updates.

Updated Jan 7, 2026
One-click install
npx skills add https://github.com/erymuzuan/motorent --skill autoskill-erymuzuan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autoskill
Source: https://github.com/erymuzuan/motorent/tree/main/.copilot/skills/autoskill
Command: npx skills add https://github.com/erymuzuan/motorent --skill autoskill-erymuzuan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze coding sessions to extract durable preferences from corrections and approvals, then proposes targeted, reversible updates to Skills active during the session. It acts as a learning mechanism across sessions, ensuring Copilot improves based on feedback.

Core Features & Use Cases

  • Detects recurring corrections and approvals to inform skill tuning.
  • Maps feedback to relevant Skill files and proposes minimal, reversible edits.
  • Works across sessions to build durable preferences and improve future suggestions.

Quick Start

Trigger autoskill after a coding session to summarize signals and propose safe, reversible edits to active skills.

Frequently Asked Questions about autoskill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically improve AI coding skills from session feedback?

To automatically improve coding skills from session feedback, you analyze coding sessions to extract durable preferences from corrections and approvals, then propose targeted, reversible updates to active skills.

How does pattern detection work for refining coding skills?

Pattern detection for refining coding skills works by applying analysis across multiple sessions to identify recurring corrections and approvals, mapping this feedback to relevant skill files for minimal edits.

What is the best way to apply reversible edits to skill files?

The best way to apply reversible edits to skill files is to map session feedback directly to the relevant files and propose minimal, targeted changes rather than overwriting the entire skill definition.

When should I trigger session analysis to extract coding preferences?

You should trigger session analysis to extract coding preferences immediately after a coding session concludes, allowing the tool to summarize signals and propose safe edits to the skills that were active.

What quality checks are required before suggesting skill updates?

Before suggesting skill updates, a four-question quality check enforces repeatability, future applicability, actionability, and novelty to ensure the proposed changes are durable and effective.