Executive Summary

Use Case: Accelerate bug investigation and resolution by connecting Claude Code to CoreStory’s code intelligence via MCP, enabling agents to understand desired system behavior, identify root causes, and navigate to relevant code with unprecedented accuracy.

Value Proposition: CoreStory acts as both an oracle (answering questions about system behavior) and a navigator (pointing to specific files and code paths), dramatically reducing time-to-resolution and improving fix quality.

Get Started Today: This playbook provides everything you need to start resolving bugs with AI agents immediately—from setup instructions to prompting patterns to real-world workflows.


Table of Contents

  1. Prerequisites & Setup
  2. Recommended Integrations
  3. The Six-Phase Bug Resolution Workflow
  4. TDD Approach: Test-First Bug Resolution
  5. Prompting Patterns Library
  6. Advanced Patterns
  7. Metrics & Success Indicators

Additional Documents

CoreStory + Claude Bug Resolver Skill File

CoreStory + Claude Fix Bug Slash Command

General Ticket Resolution Playbook

CoreStory + Claude Code Agentic Ticket Resolution Playbook


Prerequisites & Setup