Can I resume a task if the session is interrupted?

Yes. The skill maintains state in .lore/notes files, allowing it to identify completed phases and resume work precisely where it left off.

How does the implement skill differ from standard AI coding?

Instead of writing code directly, the implement skill acts as an orchestrator that delegates specific tasks to specialized sub-agents for coding, testing, and review, ensuring every change is verified against requirements.

What happens if the AI gets stuck in a loop?

The skill has built-in escalation rules. If an agent fails to resolve a test or review issue after two attempts, it pauses and asks the user for guidance.

When should I use /implement versus writing code manually?

Use /implement when building from a structured spec or plan where quality and documentation are priorities. For trivial, one-file changes, manual implementation is usually faster.

Does this skill work with my existing testing framework?

Yes. The orchestrator dispatches a testing agent with instructions to run your project's specific test suite and report back findings.

Lore Implementation Orchestrator

Name: Lore Implementation Orchestrator
Author: rjroy

byrjroy

•

生产力与工作流

Orchestrates the full software implementation lifecycle by delegating coding, testing, and review tasks to specialized sub-agents.

The Lore Implementation skill acts as an autonomous project manager for your Claude Code environment, specifically designed to transform specifications, designs, and plans into production-ready code. By orchestrating a strict, multi-phase cycle of implementation, automated testing, and code review via sub-agents, it ensures high-quality output while maintaining detailed implementation notes for future retrospectives. It seamlessly resumes interrupted work from lore-based artifacts and handles complex builds with minimal human intervention, escalating to the user only when encountering stuck loops or plan divergences.

主要功能

01Built-in validation cycles to ensure final output matches source requirements

02Deep integration with Lore artifacts including specs, designs, and plans

03Resumable workflows that pick up exactly where previous sessions left off

042 GitHub stars

05Autonomous agent delegation for coding, testing, and peer review roles

06Automated implementation log generation and progress tracking in .lore/notes

使用场景

01Resuming a complex feature implementation using persistent progress notes

02Executing a multi-step development plan with enforced testing and review cycles

03Automating the transition from design documents to verified code implementation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rjroy/vibe-garden implement

For use in Claude.ai and ChatGPT