Pattern Learning Skill

Pattern Learning Skill

Explicitly teach Claude patterns, preferences, or conventions that should be remembered across sessions.

Quick Usage

/​learn always use PlatformValidationResult instead of throwing ValidationException
/​learn [wrong] var x = 1 [right] const x = 1 - always prefer const
/​learn prefer async/​await over .then() chains in this codebase

Teaching Formats

Format 1: Natural Language

/​learn always use IGrowthRootRepository instead of generic IPlatformRootRepository

Detected patterns: "always use X instead of Y", "prefer X over Y", "never do X"

Format 2: Explicit Wrong/​Right

/​learn [wrong] throw new ValidationException("Invalid") [right] return PlatformValidationResult.Invalid("Invalid")

Best for code-level corrections with exact examples.

Format 3: Code Block Comparison

/​learn
Wrong:
```csharp
public void Process() {
    if (x == null) throw new ArgumentNullException();
}

Right:

public PlatformValidationResult Process() {
    return x == null
        ? PlatformValidationResult.Invalid("X required")
        : PlatformValidationResult.Valid();
}

### Format 4: Category-Specific

/​learn backend: always add [ComputedEntityProperty] attribute to computed properties with empty setter /​learn frontend: extend AppBaseComponent instead of using raw Component /​learn workflow: always use TodoWrite before starting multi-step tasks

## How It Works

1. **Detection**: The pattern-learner hook detects your teaching input
2. **Extraction**: Extracts wrong/​right pair, keywords, and context
3. **Storage**: Saves to `.claude/​learned-patterns/​{category}/​{slug}.yaml`
4. **Injection**: Future sessions automatically inject relevant patterns based on context

## Pattern Categories

| Category | Use For |
|----------|---------|
| `backend` | C#, .NET, API, Entity, Repository patterns |
| `frontend` | Angular, TypeScript, Component, Store patterns |
| `workflow` | Development process, git, planning patterns |
| `general` | Cross-cutting concerns |

## Confidence System

- Explicit teaching starts at **80% confidence**
- Implicit corrections (detected from "no, do X instead") start at **40% confidence**
- Confidence increases when pattern is:
  - Confirmed by user
  - Injected and followed
- Confidence decreases when:
  - Pattern conflicts with user action
  - 30 days pass without use (decay)
- Patterns below **20% confidence** are auto-archived

## Conflict Checking

Patterns that conflict with `docs/​claude/​*.md` documentation are blocked to prevent inconsistencies.

## Examples

### Backend Pattern

/​learn backend: DTO mapping should be in the DTO class using MapToEntity(), not in command handlers

### Frontend Pattern

/​learn frontend: always use .pipe(this.untilDestroyed()) for subscriptions in components

### Anti-Pattern

/​learn never call external APIs directly in command handlers - use Entity Event Handlers for side effects

### Code Style

/​learn [wrong] items.Select(x => new Dto(x)).ToList() [right] items.SelectList(x => new Dto(x))

## Related Commands

| Command | Purpose |
|---------|---------|
| `/​learned-patterns` | List and manage learned patterns |
| `/​learned-patterns view <id>` | View specific pattern details |
| `/​learned-patterns archive <id>` | Archive a pattern |
| `/​learned-patterns boost <id>` | Increase pattern confidence |

## Storage Location

Patterns are stored in:

.claude/​learned-patterns/ index.yaml # Pattern lookup index backend/ # Backend patterns frontend/ # Frontend patterns workflow/ # Workflow patterns general/ # General patterns archive/ # Archived patterns

## Tips

1. **Be Specific**: Include context about when the pattern applies
2. **Use Examples**: Code blocks help clarify exact patterns
3. **Categorize**: Prefix with category for better organization
4. **Review Periodically**: Use `/​learned-patterns` to review and prune

## Technical Details

- Storage: YAML files in `.claude/​learned-patterns/`
- Detection: `pattern-learner.cjs` hook on UserPromptSubmit
- Injection: `pattern-injector.cjs` hook on SessionStart and PreToolUse
- Max injection: 5 patterns per context, ~400 tokens budget