Can I use this for non-finance projects?

While it includes specific prompts for finance and quant work, its structured reflection framework is applicable to any software development project.

Why does this skill emphasize tech stack failures?

Identifying what didn't work is often more valuable than knowing what did. It prevents repeating expensive technical mistakes and helps refine your choice of tools for future work.

When should I use the Reflect skill?

The Reflect skill is best used after the /evolve stage, once your project or design is complete, to capture final thoughts and lessons learned.

Does the reflection affect my final project export?

No, reflections are stored in a separate reflect.md file and do not modify the core project deliverables or exported packages.

Project Reflection & Learning Capture

Name: Project Reflection & Learning Capture
Author: peterjohn1298

bypeterjohn1298

0•

Productivity & Workflow

Captures critical project insights and tech stack lessons to improve future development cycles and prevent repeated mistakes.

The Reflect skill acts as a 'Cognition Mate' that helps developers close the learning loop after a project's completion. It guides users through a structured retrospective to identify what worked, what failed, and how specific technology choices impacted the workflow. By generating a dedicated reflection document, it ensures that technical friction points and reusable patterns are captured, transforming lived experience into actionable knowledge for future projects.

Key Features

01Guided conversational prompts for deep project retrospectives

02Pattern recognition for capturing reusable code and design strategies

03Time-spent analysis to pinpoint efficiency leaks

040 GitHub stars

05Automated generation of structured reflect.md documentation

06Specialized tech stack analysis to identify tool-specific friction

Use Cases

01Conducting detailed post-mortems after complex financial tool development

02Building a team knowledge base of reusable development patterns and pitfalls

03Documenting technical debt and lessons learned from failed library implementations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add peterjohn1298/re-underwriting-tool reflect

For use in Claude.ai and ChatGPT

Download Skill