Orchestrate a 13-step multi-agent pipeline with tri-tiered evaluation and recursive convergence.
npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill omni-plan
Please help me install this Agent Skill. Skill: omni-plan Source: https://github.com/ShaheerKhawaja/ProductionOS/tree/main/skills/omni-plan Command: npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill omni-plan
Coordinates and automates a complex, cross-domain planning and execution workflow to deliver production-ready software and documentation with auditable decisions.
Invoke omni-plan on a target to start the 13-step orchestration and produce a production-ready plan.
High-intent search queries and answers about installing and using this skill.
Multi-agent planning for production-ready software is orchestrated through a 13-step pipeline that automates structured research, reviews, and evaluation across CEO, engineering, and design perspectives to deliver auditable outputs.
Recursive convergence in automated codebase evaluation applies tri-tiered quality checks repeatedly, driving autonomous pivot, refine, or proceed decision loops until production-readiness criteria are met and convergence is reported.
Automated planning pipelines generate engineering reviews across different perspectives by chaining tools into a cohesive workflow that evaluates targets from CEO, engineering, and design viewpoints with explicit logs and guardrails.
The best way to automate cross-domain software planning and documentation workflows is using an end-to-end orchestration pipeline that coordinates research, evaluation, and automated fix loops to produce production-ready plans with auditable decisions.
No specific dependencies are required to run automated fix loops and convergence reporting, as the orchestration operates autonomously with built-in guardrails and explicit logs to manage the workflow internally.
You should avoid autonomous multi-agent orchestration pipelines for simple tasks lacking the complexity to warrant tri-tiered evaluation, as the 13-step process is built for projects requiring deep research, recursive convergence, and structured reviews.
HKUDSSummarize URLs, YouTube videos, PDFs, and text files into concise overviews.
tutran27Automate iterative research loops to identify gaps, generate reports, and apply fixes.
ShaheerKhawajaCoordinate discovery, review, planning, and convergence for production-ready codebase upgrades.
Blake-JohnDesign action spaces, observation formats, and error recovery contracts for AI agents.
