Does it require a pre-existing plan?

Yes, CWF Impl typically consumes a plan.md file (often generated by cwf:plan) which contains the goal, steps, and success criteria for the implementation.

How does it handle complex file dependencies?

The skill performs a static analysis of the plan to identify file overlaps and logical sequences, ensuring tasks are executed in the correct order to avoid merge conflicts.

What is the benefit of the Decision Journal?

The Decision Journal records key design choices and trade-offs made during implementation, providing essential context for code reviews and future maintenance.

What is the CWF Impl skill?

CWF Impl is a specialized Claude Code capability that automates the execution of project plans by decomposing them into manageable tasks and managing AI sub-agents to complete them.

How does the skill verify that the code works?

It uses Behavior-Driven Development (BDD) success criteria defined in the plan to validate that the changes meet the specific behavioral requirements of the task.

CWF Implementation Orchestrator

Name: CWF Implementation Orchestrator
Author: corca-ai

bycorca-ai

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Productivity & Workflow

Orchestrates complex code implementations by decomposing plans into parallelizable tasks and managing specialized agent teams for predictable execution.

The CWF impl skill is a sophisticated orchestration engine designed for Claude Code that transforms high-level plans into production-ready code. It automatically analyzes plan.md files, identifies file dependencies, and determines the most efficient execution strategy—either through direct modification or by spawning a team of parallel sub-agents. By enforcing BDD (Behavior-Driven Development) success criteria and maintaining a live decision journal, it ensures that large-scale refactors or feature implementations remain predictable, constrained, and fully verifiable throughout the development lifecycle.

Key Features

01Adaptive Multi-Agent Orchestration: Spawns and manages specialized sub-agents to handle concurrent implementation tasks.

02Dependency-Aware Scheduling: Prevents conflicts by analyzing file overlaps and logical sequences before execution.

03Automated Plan Decomposition: Breaks down complex project plans into independent, parallelizable work items.

0473 GitHub stars

05BDD Success Verification: Validates all implementation steps against Given/When/Then behavioral criteria.

06Live Decision Journaling: Maintains a real-time record of design choices and deviations for auditability and recovery.

Use Cases

01Accelerating development cycles by parallelizing independent coding tasks using multiple AI sub-agents.

02Implementing complex feature sets defined in structured .cwf project plans with high precision.

03Executing large-scale architectural refactors across multiple domains and file systems.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add corca-ai/claude-plugins impl

For use in Claude.ai and ChatGPT

Download Skill