walkthrough-generate

Generates implementation walkthroughs from run logs and work item details.

Updated Mar 14, 2026

Search Tags:#code review #documentation #implementation #verification #walkthrough #developer notes

Ready to run

npx skills add https://github.com/AzrinPutra/schedulerv2 --skill walkthrough-generate-azrinputra

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: walkthrough-generate
Source: https://github.com/AzrinPutra/schedulerv2/tree/main/.specsmd/fire/agents/builder/skills/walkthrough-generate
Command: npx skills add https://github.com/AzrinPutra/schedulerv2 --skill walkthrough-generate-azrinputra

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the generation of detailed implementation walkthroughs after a software run, ensuring clear documentation of decisions, changes, and verification steps for human review.

Core Features & Use Cases

Automated Documentation: Generates comprehensive walkthroughs from run logs and work item plans.
Decision & Deviation Tracking: Captures key decisions made and any deviations from the original plan.
Verification Guidance: Includes clear steps on how to verify the implementation.
Use Case: After a new feature is implemented and tested, this Skill can automatically create a walkthrough document that explains the architecture, security considerations, and how to test the new feature, making code reviews more efficient.

Quick Start

Use the walkthrough-generate skill to create a walkthrough for the completed run with ID 'run-123'.

Frequently Asked Questions about walkthrough-generate

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

FAQPage Schema

How do I generate an implementation walkthrough after a software run?▼

An implementation walkthrough documents decisions, changes, and verification steps following a software run. This Skill automates that by synthesizing run logs and work item details into a comprehensive review document for human review.

What is an implementation walkthrough in software engineering?▼

An implementation walkthrough captures architectural overviews, security considerations, and developer notes following a software run. It tracks deviations from the original work item plan and provides clear verification steps for the completed feature.

Can I automatically document code review decisions and deviations from a run log?▼

Yes, you can automatically document decisions and deviations by providing run logs and work item plans to this Skill. It synthesizes the data to capture architectural overviews, security considerations, and developer notes for human code review.

Does walkthrough generation work without dependencies or external tools?▼

Walkthrough generation operates without external dependencies, requiring only access to run logs and work item details. It uses internal scripts and references to synthesize architectural overviews, security considerations, and developer notes.

What is the best way to document security and performance considerations after a feature implementation?▼

The best way to document security and performance considerations is using automated walkthrough generation. It synthesizes run logs and work item details to capture architectural overviews and developer notes, ensuring comprehensive documentation for code reviews.