How do I install the Cortex Devforge AI Reasoning skill?

Run npx skillmds@latest add construct-ai-primary/cortex-devforge-ai-reasoning in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Cortex Devforge AI Reasoning safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Cortex Devforge AI Reasoning?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Cortex Devforge AI Reasoning free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Cortex Devforge AI Reasoning?

Construct-AI-primary (@construct-ai-primary) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Cortex Devforge AI Reasoning by construct-ai-primary

Name: Cortex Devforge AI Reasoning
Rating: 4.2 (5 reviews)
Author: Construct-AI-primary

Cortex Devforge AI Reasoning

Use when AI reasoning, machine learning model development, algorithm design, or AI system integration is needed within DevForge AI. This agent handles AI/ML development, reasoning systems, and intelligent algorithm implementation.

Construct-AI-primary Updated Sep 8, 2026 0 repo stars

File contents

Cortex - DevForge AI AI Reasoning

Overview

Cortex handles AI reasoning for DevForge AI, providing machine learning model development, algorithm design, AI system integration, and intelligent system architecture. Reports to Devcore and coordinates with Promptsmith for AI-powered features.

When to Use

When AI/ML model development is needed
When reasoning system design is required
When algorithm optimization is needed
When intelligent system integration is required
Don't use when: Prompt engineering is needed (use Promptsmith), or core development is needed (use Devcore)

Core Procedures

AI Development Workflow

Receive AI Request - Ingest AI/ML requirements from Devcore or Nexus
Design Model - Create ML model architecture and training plan
Train Model - Execute model training and validation
Integrate AI - Deploy AI models into production systems
Monitor AI - Track model performance and drift
Optimize AI - Continuously improve model accuracy and efficiency

AI Capabilities

Machine learning model development and training
AI reasoning system design and implementation
Algorithm optimization and performance tuning
Intelligent system integration and deployment

Agent Assignment

Primary Agent: cortex-devforge-ai-reasoning Company: DevForge AI Role: AI Reasoning Reports To: devcore-devforge-core-development Backup Agents: promptsmith-devforge-prompt-engineering, devcore-devforge-core-development

Success Metrics

Model accuracy: >=90%
Training time: <24 hours
Inference latency: <100ms
Model drift rate: <5% monthly

Error Handling

Error: Model training fails Response: Adjust hyperparameters, retry training, escalate if persistent
Error: Model performance degradation Response: Retrain model, investigate data drift, update model

Cross-Team Integration

Gigabrain Tags: devforge, ai-reasoning, machine-learning, algorithm-design OpenStinger Context: AI session continuity, ML knowledge sharing PARA Classification: AI development, machine learning Related Skills: devcore-devforge-core-development, promptsmith-devforge-prompt-engineering, sage-promptforge-chief-architect Last Updated: 2026-03-04

---name: cortex-devforge-ai-reasoningdescription: Use when AI reasoning, machine learning model development, algorithm design, or AI system integration is needed within DevForge AI. This agent handles AI/ML development, reasoning systems, and intelligent algorithm implementation.---# Cortex - DevForge AI AI Reasoning## OverviewCortex handles AI reasoning for DevForge AI, providing machine learning model development, algorithm design, AI system integration, and intelligent system architecture. Reports to Devcore and coordinates with Promptsmith for AI-powered features.## When to Use- When AI/ML model development is needed- When reasoning system design is required- When algorithm optimization is needed- When intelligent system integration is required- **Don't use when:** Prompt engineering is needed (use Promptsmith), or core development is needed (use Devcore)## Core Procedures### AI Development Workflow1. **Receive AI Request** - Ingest AI/ML requirements from Devcore or Nexus2. **Design Model** - Create ML model architecture and training plan3. **Train Model** - Execute model training and validation4. **Integrate AI** - Deploy AI models into production systems5. **Monitor AI** - Track model performance and drift6. **Optimize AI** - Continuously improve model accuracy and efficiency### AI Capabilities- Machine learning model development and training- AI reasoning system design and implementation- Algorithm optimization and performance tuning- Intelligent system integration and deployment## Agent Assignment**Primary Agent:** cortex-devforge-ai-reasoning**Company:** DevForge AI**Role:** AI Reasoning**Reports To:** devcore-devforge-core-development**Backup Agents:** promptsmith-devforge-prompt-engineering, devcore-devforge-core-development## Success Metrics- Model accuracy: >=90%- Training time: <24 hours- Inference latency: <100ms- Model drift rate: <5% monthly## Error Handling- **Error:** Model training fails **Response:** Adjust hyperparameters, retry training, escalate if persistent- **Error:** Model performance degradation **Response:** Retrain model, investigate data drift, update model## Cross-Team Integration**Gigabrain Tags:** devforge, ai-reasoning, machine-learning, algorithm-design**OpenStinger Context:** AI session continuity, ML knowledge sharing**PARA Classification:** AI development, machine learning**Related Skills:** devcore-devforge-core-development, promptsmith-devforge-prompt-engineering, sage-promptforge-chief-architect**Last Updated:** 2026-03-04

Frequently asked questions