How does it handle tasks that touch the same files?

It uses dependency detection heuristics to identify file overlaps; steps affecting the same files are grouped sequentially, while independent tasks are assigned to parallel agents.

Do I need to create the plan manually?

While you can provide a manual plan, this skill is designed to work seamlessly with plans generated by 'cwf:plan', automatically detecting the most recent and relevant plan files.

What is the primary purpose of the impl skill?

The impl skill takes a structured plan (plan.md) and orchestrates the actual coding work, managing multiple agents to execute tasks in parallel while respecting file dependencies and project constraints.

What are the 'gates' mentioned in the documentation?

Gates are safety checks, such as the Branch Gate (ensuring you aren't on a base branch) and the Clarify Gate (ensuring the plan is ready), designed to prevent unpredictable execution.

Can it handle browser-based debugging?

Yes, it includes a web-debug classification that triggers specialized protocols for runtime debugging, ensuring before-and-after evidence is captured for UI/UX changes.

CWF Implementation Orchestrator

Name: CWF Implementation Orchestrator
Author: corca-ai

bycorca-ai

•

生产力与工作流

Executes complex development plans by decomposing tasks into parallelizable work items and managing specialized agent teams.

The CWF Implementation Orchestrator is a sophisticated workflow tool designed to bridge the gap between technical planning and code execution. It intelligently parses planning documents, identifies file dependencies, and scales execution by spawning domain-specific sub-agents. By enforcing strict constraints—such as 'Don't Touch' lists, branch gates, and BDD success criteria—it ensures that large-scale implementations remain predictable and verified. This skill is essential for teams looking to automate multi-file refactors and feature developments without losing control over architectural constraints.

主要功能

01Continuous decision journaling to track design choices and plan deviations.

0273 GitHub stars

03Intelligent dependency analysis to prevent merge conflicts between parallel tasks.

04Automated plan discovery and multi-factor ranking for project context.

05Integrated BDD (Behavior-Driven Development) validation and success criteria checking.

06Adaptive agent team sizing (up to 4 agents) based on work item complexity.

使用场景

01Automating complex refactoring tasks that require coordinated parallel execution.

02Standardizing AI-assisted implementation workflows with strict safety gates and verification.

03Executing large-scale feature plans that span across multiple architectural layers.

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