skill-feedback

Generate structured improvement reports from session learnings for skills or CLI packages.

36|4|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/xg-gh-25/SwarmAI --skill skill-feedback-xg-gh-25
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-feedback
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_skill-feedback
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill skill-feedback-xg-gh-25

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Session learnings often get lost: corrections, friction, and improvement opportunities disappear if not captured. This skill systematically generates structured improvement reports for skills or CLI packages based on those learnings.

Core Features & Use Cases

  • Detect user corrections, workflow friction, capability gaps, and bugs from a session.
  • Produce a formal, repeatable improvement report suitable for product teams and developers.
  • Apply to skills, CLI packages, or workflows that require post-session retrospectives and traceable actions.

Quick Start

Trigger the report by saying skill-feedback after a session to generate a structured improvement report.

Frequently Asked Questions about skill-feedback

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

FAQPage Schema
How do I capture session learnings and feedback for a CLI package?

Capture session learnings by analyzing corrections, friction points, and bugs to produce a structured improvement report. This systematically documents actionable feedback for CLI packages so session insights are not lost.

What is a structured improvement report for skills and workflows?

A structured improvement report is a formal document identifying capability gaps, friction, and bugs from a session. It includes sections for corrections, missed opportunities, patterns, and packaging health metadata to guide product teams.

How do I generate a post-session retrospective for a skill?

Generate a post-session retrospective by triggering an analysis at session end or on explicit request. The analysis reviews workflow friction and user corrections to output a repeatable report with traceable actions.

Can I document capability gaps and bugs from a development session?

Yes, you can document capability gaps and bugs by analyzing session learnings. The process identifies specific friction points and applies structured sections to produce a formal report suitable for developers.

What is the best way to track workflow friction and user corrections?

Track workflow friction by applying a systematic session analysis at the end of a task. This detects user corrections and missed opportunities, outputting a structured report to guide future improvements.

Does the improvement report include packaging health metadata?

Yes, the improvement report includes packaging health metadata. It covers tier, manifest, and progressive disclosure details alongside corrections and patterns to fully guide skill improvements.