Verified:GitHub

implementation-orchestrator

Coordinate specialist agents and generate unified implementation plans.

Updated Feb 20, 2026

Search Tags:#workflow automation #dependency management #orchestration #agent coordination #plan validation #unified plan

Ready to run

npx skills add https://github.com/efiadm/informatik-ai-studio --skill implementation-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: implementation-orchestrator
Source: https://github.com/efiadm/informatik-ai-studio/tree/main/.claude/skills/implementation-orchestrator
Command: npx skills add https://github.com/efiadm/informatik-ai-studio --skill implementation-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill prevents implementation failures caused by incoherent or conflicting plans generated by different specialist agents, ensuring a smooth and unified development process.

Core Features & Use Cases

Plan Validation: Checks for consistency in naming, types, and schemas across database, API, backend, and frontend plans.
Execution Ordering: Defines a strict, dependency-based order for agent tasks (e.g., database changes before API design).
Unified Plan Generation: Creates a single, authoritative implementation plan that synthesizes all agent outputs.
Use Case: When building a new user authentication feature, this Skill ensures the database schema for users is defined correctly before the API contract is designed, and that both align with the backend and frontend implementation plans, preventing runtime errors.

Quick Start

Use the implementation-orchestrator skill to validate plans in .claude/doc/user_auth/.

Frequently Asked Questions about implementation-orchestrator

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

FAQPage Schema

How do I coordinate multiple specialist agents to ensure coherent feature implementation?▼

Agent coordination for feature implementation requires orchestrating execution order and validating cross-agent coherence across database, API, backend, and frontend plans. This Skill generates a unified implementation plan to prevent conflicting outputs from different specialist agents.

What is plan validation in multi-agent workflow automation?▼

Plan validation in workflow automation checks for consistency in naming, types, and schemas across database, API, backend, and frontend plans. It ensures cross-agent coherence by verifying that dependencies align before execution begins.

How do I manage execution order for dependent agent tasks like database and API changes?▼

Managing execution order for dependent agent tasks requires defining a strict, dependency-based sequence, such as executing database changes before API design. This Skill orchestrates that order to prevent runtime errors and integration failures.

Why do I get runtime errors when integrating plans from different specialist agents?▼

Runtime errors during integration often occur because of incoherent or conflicting plans generated by different specialist agents. Validating cross-agent coherence between database, API, backend, and frontend schemas prevents these implementation failures.

Can I synthesize database, API, backend, and frontend plans into a single implementation plan?▼

Yes, synthesizing database, API, backend, and frontend plans into a single authoritative implementation plan ensures a smooth development process. This Skill generates a unified plan that resolves naming, type, and schema inconsistencies across all layers.

Does this orchestration Skill work without external dependencies?▼

Yes, this orchestration Skill operates without external dependencies, relying solely on its internal scripts and references to validate plans and coordinate multiple specialist agents during feature implementation.