max-research

Launches a single-wave 500-1000 agent research operation for exhaustive cross-domain analysis.

8|Updated Mar 17, 2026

Search Tags:#automation #research #scalability #multi-agent #orchestration #guardrails #topic-saturation

Ready to run

npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill max-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: max-research
Source: https://github.com/ShaheerKhawaja/ProductionOS/tree/main/skills/max-research
Command: npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill max-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Nuclear-scale autonomous research orchestrator that saturates a topic by deploying a single massive wave of 500-1000 agents to exhaustively explore all facets.

Core Features & Use Cases

Massive parallel research across multiple domains with deterministic agent roles and coordinated synthesis.
Structured domain-level findings, cross-domain synthesis, and master reporting to enable rapid decision-making.
Use Case: When you must perform an exhaustive literature and capability survey on a broad topic within tight timeframes and with auditable provenance.

Quick Start

Initiate a nuclear-scale, single-wave research campaign by specifying a topic and optional agent/depth parameters.

Frequently Asked Questions about max-research

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

FAQPage Schema

How do I conduct exhaustive topic saturation for a broad research subject?▼

Exhaustive topic saturation is achieved by deploying a single-wave research operation of 500-1000 autonomous agents to explore all facets. The process applies domain decomposition and source strategy, producing per-domain reports and a master synthesis.

When do I need multi-agent orchestration for cross-domain analysis?▼

Multi-agent orchestration is needed when you must perform an exhaustive literature and capability survey on a broad topic within tight timeframes. It deploys a massive parallel research wave with deterministic agent roles to achieve coordinated cross-domain analysis.

How do I launch an autonomous research wave with 500-1000 agents?▼

To launch an autonomous research wave, initiate a nuclear-scale campaign by specifying a topic and optional agent or depth parameters. The orchestrator handles domain decomposition, applies guardrails, and coordinates the massive parallel agent deployment.

Can I use formal output pipelines to generate per-domain reports and master synthesis?▼

Yes, the research operation uses a formal output pipeline that enforces guardrails during domain decomposition. This pipeline automatically generates structured domain-level findings and cross-domain master reporting to enable rapid decision-making.

What are the limitations of single-wave research operations for deep topic exploration?▼

Single-wave research operations are designed for broad topics requiring deep, cross-domain analysis using a fixed set of per-domain roles. They are not intended for iterative, multi-wave investigations but rather for one-shot exhaustive saturation within tight timeframes.

Does autonomous research orchestration provide auditable provenance for literature surveys?▼

Yes, autonomous research orchestration provides auditable provenance by enforcing structured source strategies and guardrails across all 500-1000 agents. This ensures the final master synthesis and per-domain reports trace back to formalized domain-level findings.