Agent Skill
2/7/2026continuous-learning-v2
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
J
jochenyang
12GitHub Stars
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npx skills add JochenYang/Jochen-ai-rules
SKILL.md
| Name | continuous-learning-v2 |
| Description | Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. |
<div align="center">
Jochen AI Rules
<br> <br> </div>Overview
Jochen AI Rules is a comprehensive Claude Code plugin that provides:
- Commands: Slash commands for common development workflows
- Agents: Specialized AI agents for different tasks
- Skills: Domain-specific knowledge and best practices
- Hooks: Automated quality checks and formatting
Features
| Category | Count |
|---|---|
| Commands | 9 |
| Agents | 11 |
| Skills | 21 |
| Design Styles | 50+ |
| Color Palettes | 21 |
Installation
Option 1: From Marketplace (Recommended)
# Add the marketplace
/plugin marketplace add JochenYang/Jochen-ai-rules
# Install the plugin
/plugin install jochen-ai-rules
Option 2: Local Development
# Clone the repository
git clone https://github.com/JochenYang/Jochen-ai-rules.git
# Load as local plugin
claude --plugin-dir ./Jochen-ai-rules
Note: Claude Code ultimately loads these files from your Claude configuration folder (typically under
.claude/). This repository keepsagents/,commands/,hooks/,rules/,skills/at the repo root for development, but documentation may reference.claude/...paths because that is the runtime location.
Commands
| Command | Description |
|---|---|
/plan | Create implementation plans with risk assessment |
/orchestrate | Orchestrate multi-agent workflows |
/commit | Create conventional commits |
/review | Code review with quality audit |
/tdd | Test-driven development workflow |
/branch | Git worktree management |
/build-fix | Fix build errors |
/refactor-clean | Clean up dead code |
/learn | Extract reusable patterns |
Agents
| Agent | Description |
|---|---|
dev-planner | Implementation planning specialist |
code-implementer | Production code implementation |
tdd-guide | Test-driven development |
code-reviewer | Quality, security, performance audit |
security-reviewer | Deep OWASP security audit |
database-migration | Schema and data migration |
bug-analyzer | Bug investigation and root cause analysis |
story-generator | User story generation |
ui-sketcher | UI/UX design prototyping |
performance-optimizer | Performance bottleneck identification across full stack |
devops-engineer | CI/CD pipeline, Docker, Kubernetes, infrastructure setup |
Skills
- Developer: Full-stack development workflows
- Database Engineer: Schema design, query optimization, migrations
- API Designer: REST, GraphQL, gRPC design
- Quality Assurance: Testing, security auditing
- Frontend Design: Production-grade UI creation
- UI/UX Pro Max: 50+ design styles, 21 color palettes
- Agent Teams: Multi-agent collaboration
- Three.js Builder: 3D web content creation
- Phaser Build: 2D HTML5 game development
- MCP Builder: MCP server development
- Reflect: Session reflection and learning extraction
- Claude Audit: Audit .claude/ files for redundant instructions, verbose phrasing, and memory candidates
- Skills Audit: List all skills with line counts, find overlapping scopes and optimization opportunities
- Artifacts Builder: Create interactive Claude artifacts (charts, UI prototypes, tools)
- DevOps Engineer: CI/CD pipeline design, containerization, Kubernetes, monitoring setup
- Performance Optimizer: Profiling-first performance analysis across full stack
- Product Manager: Product requirements, user stories, roadmap planning
- Requirements Interview: Structured requirements gathering through guided interviews
- TDD Workflow: Test-driven development with RED-GREEN-REFACTOR cycle enforcement
- Vercel Deploy: Next.js deployment, environment variables, edge functions
- Jochen Skill Creator: Template and standards for creating new skills
UI/UX Design Capabilities
- 50+ Design Styles: Glassmorphism, Claymorphism, Minimalism, Brutalism, Neumorphism, Bento Grid, Dark Mode, Skeuomorphism, Flat Design, and more
- 21 Color Palettes: Complete color system for various use cases
- 50 Font Pairings: Typography combinations for different contexts
- 20 Chart Types: Data visualization options
- 9 Tech Stacks: React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui
UI Components
- Buttons, Modals, Navbars, Sidebars, Cards, Tables, Forms, Charts
- Responsive design support
- Accessibility (WCAG 2.1 AA compliant)
- Animation and micro-interactions
- Dark mode support
Hooks
Two production-ready hooks are included with platform-specific configurations:
- Self-improvement: Prompts
/learnafter 8+ tool calls per session - Prompt Linter: Warns when prompt > 50 words and asks for goal confirmation
Setup
Copy the hooks section from the appropriate file into your Claude settings:
- Windows: use
hooks/hooks.windows.json→%APPDATA%\Claude\settings.json - Linux / macOS: use
hooks/hooks.json→~/.claude/settings.json
Windows (hooks/hooks.windows.json):
{
"hooks": {
"UserPromptSubmit": [{ "matcher": "*", "hooks": [{ "type": "command", "command": "powershell -File hooks/prompt-linter.ps1" }] }],
"Stop": [{ "matcher": "*", "hooks": [{ "type": "command", "command": "powershell -File hooks/self-improvement.ps1" }] }]
}
}
Linux / macOS (hooks/hooks.json):
{
"hooks": {
"UserPromptSubmit": [{ "matcher": "*", "hooks": [{ "type": "command", "command": "bash hooks/prompt-linter.sh" }] }],
"Stop": [{ "matcher": "*", "hooks": [{ "type": "command", "command": "bash hooks/self-improvement.sh" }] }]
}
}
Project Structure
Repo layout (this repository):
agents/ commands/ hooks/ skills/ rules/
Runtime layout (Claude config):
.claude/
├── agents/ # AI agent definitions
├── commands/ # Slash commands
├── hooks/ # Hook configurations
├── skills/ # Domain-specific skills
└── rules/ # Coding standards and guidelines
License
<p align="center"> <a href="LICENSE">View License</a> • <a href="https://github.com/JochenYang/Jochen-ai-rules">GitHub</a> • <a href="https://github.com/JochenYang/Jochen-ai-rules/issues">Issues</a> </p>Skills Info
Original Name:continuous-learning-v2Author:jochenyang
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