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itsmepratikg
itsmepratikgCOMMUNITY
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maprecruit-orchestrator

Orchestrate MapRecruit.ai development by activating sub-skills and enforcing documentation.

Updated Aug 23, 2026
Search Tags:#code quality#documentation#development workflow#ai development#orchestration#skill management
One-click install
npx skills add https://github.com/itsmepratikg/MapRecruit.ai-TypeScript --skill maprecruit-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: maprecruit-orchestrator
Source: https://github.com/itsmepratikg/MapRecruit.ai-TypeScript/tree/main/.maprecruit-skills/maprecruit-orchestrator
Command: npx skills add https://github.com/itsmepratikg/MapRecruit.ai-TypeScript --skill maprecruit-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill acts as the central intelligence hub for MapRecruit.ai development, ensuring adherence to best practices and efficient task routing.

Core Features & Use Cases

  • Dynamic Skill Activation: Automatically identifies and activates relevant sub-skills based on the current development task.
  • Structured Workflow Guidance: Provides clear directives for planning, implementation, and verification phases.
  • Documentation Enforcement: Mandates comprehensive documentation for tests, PRDs, and architectural changes.
  • Use Case: When tasked with implementing a new user authentication flow, this Skill will guide the developer to consult rbac-and-privacy and coding-safety skills, ensure test cases are documented in .trash/Test Cases/, and update the PRD in .trash/PRD/.

Quick Start

Use the maprecruit-orchestrator skill to begin any MapRecruit.ai development task.

Frequently Asked Questions about maprecruit-orchestrator

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

FAQPage Schema
How do I orchestrate AI development workflows to enforce documentation standards?▼

AI development workflow orchestration dynamically activates relevant sub-skills based on task context, enforcing structured documentation for testing, product requirements, and architectural changes within a designated project directory.

What is dynamic skill activation in a development workflow?▼

Dynamic skill activation automatically identifies and triggers specific sub-skills based on the current development task, ensuring safe and compliant routing by integrating validation and safety skills during implementation.

How do I enforce product requirement documentation during AI development?▼

To enforce product requirement documentation, the orchestration workflow mandates updating PRDs and test case files in specific project folders whenever architectural changes or new user flows are implemented.

Does this orchestration skill integrate validation checks for code quality?▼

Yes, the orchestration workflow facilitates a compliant development process by integrating safety and validation sub-skills, guiding developers to consult coding-safety rules during implementation.

Can I use this skill to manage role-based access control implementation?▼

Yes, when implementing authentication flows, the orchestrator guides developers to consult privacy and access control sub-skills, ensuring role-based permissions are properly validated and documented.

What are the limitations of using an orchestrator for skill management?▼

The orchestrator is limited to managing sub-skills within its specific MapRecruit.ai ecosystem, relying on strict directory structures for documentation enforcement rather than general-purpose project management.

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