verification-patterns
Systematic approaches to proving a fix works and preventing regression
Browse published AI skills maintained by XcluEzy7. Compare skill descriptions and follow each source repository for setup instructions.
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Systematic approaches to proving a fix works and preventing regression
Define what "done" looks like with checkable requirements
Systematic techniques for narrowing down bugs and identifying root causes
Apply the scientific method to debugging: observe, hypothesize, test, and revise
Cultivate a systematic, evidence-based approach to debugging
Common research mistakes and strategies to avoid them
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature,...
Guidelines for choosing between reasoning about code and researching external knowledge
Edit code at symbol level using AG4ONE Serena integration
Perform semantic codebase analysis using Serena integration
Semantic Code Analysis Workflow
Semantic Code Analysis Workflow
Show available AG4 commands and usage guide
Resume work from previous session with full context restoration
Test-Driven Development principles and practices for AG4
Convert PRD documents to AG4ONE Ralph loop format and manage autonomous cycles
Execute a PLAN.md file
Core principles for the AG4 planning system and autonomous development
Reference for creating Claude-executable plans (PLAN.md)
Search code semantically using AG4ONE Serena integration
Formalize interaction points for human verification and decisions in autonomous plans
Standard format for presenting next steps after completing a command or workflow
List pending todos and select one to work on
Audit milestone completion against original intent before archiving
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