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# Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook

by [CoreStory](/content/author/corestory/index.html)

## Turning feature tickets into test-first, agent-driven delivery

We’re excited to announce the CoreStory + Claude Code Agentic Ticket Resolution Playbook—a companion to our [bug-resolution guide](/content/playbooks/corestory-claude-code-agentic-bug-resolution-playbook/index.html), focused entirely on feature and change tickets. Where the bug playbook is about triage and repair, this one is about implementing tickets end-to-end in a test-first flow, with Claude Code doing the heavy lifting from inside your IDE.

The idea: agents shouldn’t just “write some code.” They should plan, test, implement, and capture context like your best engineers.

### Why we built this for ticket work

Ticket-based development is where most teams hope agents will shine—but without guardrails, you get drift from patterns, weak tests, and follow-on rework. We created this playbook so Claude Code always begins from CoreStory’s architecture and invariants, identifies the right extension points, and drives changes through a six-phase ticket workflow, from intake to merge-ready code.

That structure gives you autonomy without losing control of system design.

### What this playbook helps you do

With this playbook enabled, Claude Code:

- Pulls ticket context and opens a CoreStory conversation for the project
- Uses CoreStory as an oracle for architecture, conventions, and patterns before planning changes
- Locates similar implementations to copy instead of inventing new patterns
- Writes failing acceptance tests first, then implements minimal code to pass
- Expands edge cases and validates performance, security, and integration paths before you ship

The outcome is faster end-to-end ticket delivery and better pattern alignment across services.

### What’s inside

You’ll get:

- A six-phase agentic ticket workflow (Intake → Oracle → Navigator → TDD Implementation → Feature Completion → Capture)
- Ready-to-use Claude Skill and Command files for consistent behavior across repos
- Prompting patterns for discovery, design, implementation, and validation
- Advanced guidance for multi-service changes, migrations, flags and rollouts, and security-sensitive work
- Suggested metrics for time-to-implement, autonomy, accuracy, and regression rates

### Who this is for

This playbook is ideal for teams leaning into spec-driven development, tech leads who want repeatable TDD, and platform or QA leaders who need traceability from ticket to tests to commits—not just “agent did something” logs.

### How to get started

Drop the Skill and Command files into a target repo, connect Claude Code to CoreStory via MCP, and start by routing a small set of feature tickets through the playbook. Use the built-in phases as a review structure so you can gradually increase autonomy as confidence grows.

The CoreStory + Claude Code Agentic Ticket Resolution Playbook is available now in the [Playbooks](/content/playbooks/index.html) section of our site.

CoreStory Editorial Team