When should I use the reflect skill?

The reflect skill is designed to be used as the final stage of a project, typically after the evolve stage or once a functional prototype has been completed.

Does the reflection process modify my source code?

No, the reflection process is purely for documentation and learning. It generates a separate reflect.md file that does not affect your production code.

Why does the skill focus so much on failures?

Documenting what didn't work is often more valuable than documenting what did. It prevents 'reinventing the wheel' or choosing the wrong tools in future projects.

How does this help with quantitative development?

It provides specific prompts to evaluate if your tech stack (like Node.js vs Python) caused friction during complex calculations or data validation tasks.

Reflective Project Retrospective

Name: Reflective Project Retrospective
Author: CinderZhang

byCinderZhang

•

生産性とワークフロー

Captures post-project learnings and tech stack retrospectives to improve future development efficiency and decision-making.

Reflect is a specialized Claude Code skill designed to close the learning loop after project completion. Acting as a 'Cognition Mate,' it guides developers through a structured post-mortem of their work, focusing heavily on identifying tech stack frictions, time-wasting pitfalls, and reusable patterns. By documenting what didn't work—particularly in complex domains like finance and quantitative development—it transforms raw experience into actionable insights stored in a dedicated reflection file, ensuring that expensive mistakes are never repeated.

主な機能

01Identification of reusable architectural patterns and components

02Interactive guided reflection session for project post-mortems

032 GitHub stars

04Deep-dive tech stack retrospective focused on quant and finance tools

05Detailed time-expenditure analysis to optimize future velocity

06Automatic generation of a structured reflect.md documentation file

ユースケース

01Conducting a blameless post-mortem after launching a financial or quantitative tool

02Building a personal knowledge base of reusable coding patterns and pitfalls

03Evaluating tech stack suitability to decide between libraries for future projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cinderzhang/driver-plugin reflect

For use in Claude.ai and ChatGPT

Download Skill