math-modeling-pipeline/phase-5.5
CommunityDeep optimization with 6 advisor agents.
Software Engineering#multi-agent#Python#workflow-automation#model-optimization#MATLAB#deep-optimization#phase-5.5
AuthorSOGERSEN
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Phase 5.5 automates deep optimization of models by coordinating six specialized advisor agents to refine performance, depth, and novelty, while consolidating results from earlier phases into a single, auditable plan.
Core Features & Use Cases
- End-to-end deep optimization workflow for Phase 5.5 that fuses insights from physics, optimization, data, innovation, engineering, and paper domains.
- Integrates outputs from Phases 1–5 (brainstorming, selected paths, reference materials, modeling results, and audit feedback) to produce a unified optimization plan, logs, and validation artifacts.
- Generates audit-ready optimization stories, cross-agent reviews, and a consolidated execution roadmap to guide subsequent phases.
Quick Start
Start Phase 5.5 by loading Phase 1–5 outputs and running the six advisor agents to generate the integrated optimization plan.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: math-modeling-pipeline/phase-5.5 Download link: https://github.com/SOGERSEN/math-modeling-pipeline/archive/main.zip#math-modeling-pipeline-phase-5-5 Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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