max-research

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

8|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill max-research
Or copy as Structured Prompt for Agent
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.