wz:wazir

Automate end-to-end AI pipeline execution from init to final review.

3|1|Updated Mar 16, 2026

Search Tags:#automation #ai #pipeline #tasks #phases #wazir #run-config

Ready to run

npx skills add https://github.com/MohamedAbdallah-14/Wazir --skill wz-wazir

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: wz:wazir
Source: https://github.com/MohamedAbdallah-14/Wazir/tree/main/skills/wazir
Command: npx skills add https://github.com/MohamedAbdallah-14/Wazir --skill wz-wazir

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automate the end-to-end AI development pipeline from idea to delivery, reducing manual coordination, drift, and delays.

Core Features & Use Cases

End-to-end pipeline orchestration with Init, Clarifier, Executor, and Final Review.
Automatic run-config generation, phase gating, and artifacts for audits.
Multiple interaction modes (guided, auto, interactive) to fit risk and domain.
Rich phase reports and learnings for handoff and continuous improvement.

Quick Start

Type /wazir <your task> to start the end-to-end pipeline.

Frequently Asked Questions about wz:wazir

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

FAQPage Schema

How do I automate an end-to-end AI pipeline from init to final review?▼

You can automate an end-to-end AI pipeline by running a single command that orchestrates init, clarifier, executor, and final review phases. This generates a run-config, applies phase gating, and produces auditable artifacts for reproducible results.

What is phase gating in AI pipeline orchestration?▼

Phase gating in AI pipeline orchestration is a mechanism that enforces structured verification between execution steps. It ensures safety checks are satisfied and clarifications are resolved before advancing to the next phase, delivering rigorous and auditable results.

Can I run structured AI tasks in auto mode without manual intervention?▼

Yes, you can run structured AI tasks in auto mode for minimal manual intervention. The pipeline supports guided, interactive, and auto modes to fit different risk levels and domain requirements while maintaining phase gating.

How do I generate a run-config for reproducible AI task execution?▼

You generate a run-config for reproducible AI task execution by initiating the pipeline with your task description. The system automatically creates the configuration file to define execution parameters, satisfy safety checks, and ensure consistent outputs.

Does AI pipeline automation work for tasks requiring strict clarifications and audits?▼

Yes, AI pipeline automation is specifically designed for tasks requiring structured phases, clarifications, and rigorous verification. It automatically produces auditable artifacts and rich phase reports to satisfy safety and compliance requirements.

What are the limitations of automating AI pipelines with phase gating?▼

Automating AI pipelines with phase gating requires tasks to fit a structured execution model. If your task lacks clear phases or strict verification needs, the enforced gating and clarification steps may introduce unnecessary overhead compared to direct execution.