science

Coordinate parallel scientists to perform autonomous research with decomposition and synthesis.

1|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/atmigtnca/sidep-ops --skill science-atmigtnca
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: science
Source: https://github.com/atmigtnca/sidep-ops/tree/main/skills/science
Command: npx skills add https://github.com/atmigtnca/sidep-ops --skill science-atmigtnca

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinate parallel scientists to perform autonomous research, streamlining complex investigations by distributing work across multiple specialists and routing tasks to the most suitable models.

Core Features & Use Cases

  • Decomposition & Scheduling: Breaks goals into independent stages that can be pursued in parallel, enabling faster insight generation.
  • Execution & Verification: Runs parallel stages and cross-validates findings to ensure consistency and coverage.
  • Synthesis & Reporting: Aggregates results into a consumable report, with status tracking, session resume, and AUTO-mode capabilities for full automation.

Quick Start

Initiate a parallel research session for a given goal and deliver a structured plan.

Frequently Asked Questions about science

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

FAQPage Schema
How do I orchestrate parallel agents for autonomous research and analysis?

To orchestrate parallel agents for autonomous research, you initiate a session that decomposes goals into independent stages, routes tasks to suitable models, and schedules them for parallel execution.

What is the best way to automate complex scientific workflows across multiple specialists?

Automating complex scientific workflows involves using AUTO-mode looping to distribute work across multiple specialists, cross-validate findings through verification, and synthesize results into a consumable report.

How do I start a parallel research session and generate a structured plan?

You start a parallel research session by providing a specific goal, which the system decomposes into a structured plan of independent stages ready for parallel execution and verification.

Can I resume an autonomous research session if the workflow is interrupted?

Yes, you can resume an autonomous research session because the system enforces session persistence and status tracking, allowing workflows to resume from their last completed stage.

Does parallel workflow orchestration support cross-validation of scientific findings?

Yes, parallel workflow orchestration supports cross-validation by running parallel stages independently and then verifying findings to ensure consistency and coverage before synthesis.

When should I not use autonomous parallel orchestration for data analysis?

You should avoid autonomous parallel orchestration when tasks cannot be decomposed into independent stages, as the system relies on explicit agent routing and parallel scheduling to function effectively.