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dev

Route software development intents to the most appropriate whipflow workflow.

168|13|Updated Mar 20, 2026
Search Tags:#automation#testing#development#coding#ai-assistant#workflow-routing#whipflow
One-click install
npx skills add https://github.com/npc-live/clawfirm --skill dev-npc-live
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dev
Source: https://github.com/npc-live/clawfirm/tree/main/app/assets/skills/dev
Command: npx skills add https://github.com/npc-live/clawfirm --skill dev-npc-live

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically route development requests to the most suitable whipflow workflow, reducing decision fatigue and speeding up delivery.

Core Features & Use Cases

  • Auto-map user intents like coding, debugging, testing, code review, and PR checks to a single best whipflow workflow.
  • Deterministic routing that selects one workflow per session and executes it with minimal setup.
  • Guiding workflow orchestration across common software engineering tasks in diverse projects and environments.

Quick Start

Describe your development goal and let the skill route and execute the best whipflow workflow.

Frequently Asked Questions about dev

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate routing development tasks like coding and debugging to a workflow?▼

Automating routing for development tasks maps your intent, such as coding or debugging, to the most appropriate whipflow workflow. It selects a single best workflow per session and triggers deterministic execution with validation and error handling.

What is the best way to auto-map software engineering intents to a single workflow?▼

Auto-mapping software engineering intents uses deterministic routing to evaluate your request and select one best whipflow workflow. This reduces decision fatigue by guiding workflow orchestration across tasks like code review, refactoring, and PR checks with minimal setup.

Does deterministic workflow routing support code review and QA across diverse project contexts?▼

Deterministic workflow routing supports code review and QA across diverse project contexts. It applies automated mapping to trigger validated execution for testing and refactoring tasks, ensuring consistent orchestration regardless of the project environment.

How do I start using an AI assistant to dispatch my coding and testing workflows?▼

To start dispatching coding and testing workflows, describe your development goal to the AI assistant. The system evaluates your intent and automatically triggers the most suitable whipflow workflow with validation and error handling.

When should I use automated workflow routing for PR checks instead of manual selection?▼

Automated workflow routing for PR checks is ideal when reducing decision fatigue and speeding up delivery matter most. It eliminates manual selection overhead by deterministically mapping your intent to a validated workflow for execution.

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