When should I use this skill?

Use it whenever a specific task feels slow, repetitive, or confusing, and you want to improve the underlying tools rather than just the feature code.

How does it measure improvement?

Success is measured through specific metrics such as reduced step counts, fewer tool calls, and the elimination of known failure modes or manual interventions.

Does this skill modify my project code?

It primarily targets workflow assets like skills, agents, and hooks within your Sanctum plugin configuration, though it may adjust tests to validate these improvements.

What does the Workflow Improvement skill do?

It performs a retrospective on your recent Claude Code sessions to identify and fix inefficiencies in your skills, agents, and commands.

Workflow Optimization & Retrospective

Name: Workflow Optimization & Retrospective
Author: athola

byathola

•

생산성 및 워크플로

Optimizes Claude Code workflows by analyzing recent sessions to refine skills, agents, and automated commands.

This skill provides a structured retrospective framework to evaluate and improve the efficiency of your Claude Code environment. By analyzing recent session slices that felt slow, repetitive, or fragile, it identifies friction points in existing skills, agents, and hooks. It then generates high-leverage improvement plans—such as tightening exit criteria, adding guardrails, or automating manual steps—ensuring your development workflow becomes more robust and streamlined over time instead of focusing solely on feature work.

주요 기능

01Metric-based validation focusing on tool call reduction and failure prevention

02Automated session slice capture and friction point identification

03Structured implementation plans following sanctum plugin conventions

04Detailed workflow reconstruction from 5 to 20 granular steps

0510 GitHub stars

06Multi-approach improvement generation with impact and complexity scoring

사용 사례

01Consolidating overloaded agents or commands into more specialized, efficient components

02Debugging a fragile skill that frequently fails or hits context window limits

03Refining a repetitive command that requires too many manual interventions or tool calls

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add athola/claude-night-market workflow-improvement

For use in Claude.ai and ChatGPT

Download Skill