capture-lessons

Capture and document project lessons using a structured YAML rules file.

Updated Jul 1, 2026
One-click install
npx skills add https://github.com/Plasma-AndraaX/armature --skill capture-lessons-plasma-andraax
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: capture-lessons
Source: https://github.com/Plasma-AndraaX/armature/tree/main/plugin/skills/capture-lessons
Command: npx skills add https://github.com/Plasma-AndraaX/armature --skill capture-lessons-plasma-andraax

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of capturing and documenting lessons learned during project development, ensuring valuable knowledge is retained and accessible.

Core Features & Use Cases

  • Automated Capture: Automatically capture lessons at the end of work sessions, ensuring nothing is forgotten.
  • Relevance Filtering: Aggressive filtering of non-actionable, non-essential information.
  • Documentation: Format and document lessons for easy access and future reference.
  • Use Case: At the end of a development sprint, use this Skill to capture technical challenges faced, domain-specific knowledge, and operational improvements.

Quick Start

Use the capture-lessons skill to automatically capture and document lessons from the current project.

Frequently Asked Questions about capture-lessons

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

FAQPage Schema
How do I capture lessons learned from a development sprint?

To capture lessons learned from a development sprint, you can use an automated skill to extract technical, domain, and operational insights at the end of work sessions. It formats and documents these lessons for easy accessibility and future reference.

What is project knowledge retention and how does automated documentation work?

Project knowledge retention ensures valuable insights are not forgotten. Automated documentation works by capturing lessons during project development and filtering out non-actionable information, retaining only essential technical and operational knowledge in a structured format.

Do I need a YAML file to define rules for documenting project reflections?

Yes, you need a structured YAML file to define lesson capture rules and criteria. This configuration drives the automated documentation process, ensuring the system filters non-essential information and captures relevant project reflections.

What's the best way to filter non-actionable information from project documentation?

The best way to filter non-actionable information from project documentation is using an automated capture skill with aggressive relevance filtering. It evaluates documented lessons against defined criteria, ensuring only actionable technical and operational insights are retained.

Can I document domain-specific knowledge and operational improvements automatically?

Yes, you can automatically document domain-specific knowledge and operational improvements. The skill captures these insights at the end of work sessions, applying relevance filtering to ensure documented knowledge is actionable and accessible for future projects.

When should I avoid using automated project reflection tools?

You should avoid using automated project reflection tools if your workflow lacks a structured YAML configuration to define capture criteria. If your sessions produce mostly non-actionable or non-essential information, the aggressive filtering may not yield sufficient documented knowledge.