reflection-logic

Analyze source materials and generate structured session reports.

Updated Feb 27, 2026
One-click install
npx skills add https://github.com/netzkontrast/JANUS --skill reflection-logic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reflection-logic
Source: https://github.com/netzkontrast/JANUS/tree/main/skills/reflection-logic
Command: npx skills add https://github.com/netzkontrast/JANUS --skill reflection-logic

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a structured framework for critically evaluating session activities, analyzing source materials, and generating comprehensive session reports, mirroring scientific critical thinking.

Core Features & Use Cases

  • Source Material Analysis: Systematically evaluate input documents for core thesis, structural integrity, and architectural alignment.
  • Session Reflection: Review agent performance against goals, process adherence, tool usage, learning, and friction points.
  • Session Reporting: Generate structured reports summarizing session outcomes, decisions, and next steps.
  • Use Case: After a complex coding session, use this skill to analyze the new requirements document, reflect on how well the agent followed the GSD methodology, and generate a Session_Report.md detailing key decisions and future actions.

Quick Start

Use the reflection-logic skill to generate a session report for the current session.

Frequently Asked Questions about reflection-logic

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

FAQPage Schema
How do I generate a structured session report after a complex coding session?

Source material analysis systematically evaluates input documents for core thesis, structural integrity, and architectural alignment. It applies scientific critical thinking patterns to ensure your project meets design guidelines and architectural standards.

Does session reflection evaluate agent orchestration and tool usage?

Yes, session reflection reviews agent performance against goals, process adherence, tool usage, and friction points. It adapts scientific critical thinking patterns to evaluate software architecture and agent orchestration systematically.

Can I review architectural alignment without external dependencies?

Yes, you can review architectural alignment without dependencies. The skill independently analyzes source materials, evaluates structural integrity, and performs self-correction against project guidelines to synthesize comprehensive architectural reports.

What is the best way to analyze source materials for architecture review?

The best way to analyze source materials for architecture review is systematically evaluating input documents for core thesis, structural integrity, and alignment. This approach adapts scientific critical thinking patterns to synthesize structured architecture findings.

When do I need to use scientific critical thinking for software architecture?

You need scientific critical thinking for software architecture when systematically evaluating session activities and analyzing source materials. It facilitates critical evaluation of decisions, self-correction against guidelines, and comprehensive session reporting.