Neural Training
- 91 installs
- 67k repo stars
- Updated August 4, 2026
- ruvnet/claude-flow
Helps with ai & agent building tasks.
About
neural-training is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.
- neural-training
- AI & Agent Building
- AI-coding skill
Neural Training by the numbers
- 91 all-time installs (skills.sh)
- Ranked #4,798 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/ruvnet/claude-flow --skill neural-trainingAdd your badge
Show developers this skill is listed on Skillselion. Paste this into your README.
| Installs | 91 |
|---|---|
| repo stars | ★ 67k |
| Last updated | August 4, 2026 |
| Repository | ruvnet/claude-flow ↗ |
What it does
Helps with ai & agent building tasks.
Files
Neural Training Skill
Purpose
Train and optimize neural patterns using SONA, MoE, and EWC++ systems.
When to Trigger
- Training new patterns
- Optimizing agent routing
- Knowledge consolidation
- Pattern recognition tasks
Intelligence Pipeline
1. RETRIEVE — Fetch relevant patterns via HNSW (150x-12,500x faster) 2. JUDGE — Evaluate with verdicts (success$failure) 3. DISTILL — Extract key learnings via LoRA 4. CONSOLIDATE — Prevent catastrophic forgetting via EWC++
Components
| Component | Purpose | Performance |
|---|---|---|
| SONA | Self-optimizing adaptation | <0.05ms |
| MoE | Expert routing | 8 experts |
| HNSW | Pattern search | 150x-12,500x |
| EWC++ | Prevent forgetting | Continuous |
| Flash Attention | Speed | 2.49x-7.47x |
Commands
Train Patterns
npx claude-flow neural train --model-type moe --epochs 10Check Status
npx claude-flow neural statusView Patterns
npx claude-flow neural patterns --type allPredict
npx claude-flow neural predict --input "task description"Optimize
npx claude-flow neural optimize --target latencyBest Practices
1. Use pretrain hook for batch learning 2. Store successful patterns after completion 3. Consolidate regularly to prevent forgetting 4. Route based on task complexity
Related skills
Setup Matt Pocock SkillsScaffold the per-repo configuration that Matt Pocock’s engineering agent skills rely on so they understand the issue tracker, triage labels, and domain documentation la495k196k
Lark AppsConnect Claude, Cursor or custom agents directly to Lark (Feishu) for messaging, document automation, approval workflows and enterprise data access.402k
CavemanSlash token usage by roughly 75% while keeping every technical detail intact when working with Claude Code, Cursor or similar agents.391k94.7k
Lark Skill MakerQuickly turn any Lark/Feishu OpenAPI call or multi-step workflow into a reusable agent skill with its own SKILL.md.386k16k
Running Claude Code Via Litellm CopilotRun Claude Code at a fraction of the cost by routing requests through LiteLLM to the GitHub Copilot Chat API.270k72
Codex PetGenerate a complete Codex Pet spritesheet and metadata from one reference image without needing an OpenAI key or Codex Pro.246k10AI & Agent Buildingagents