learned-patterns
🎯Skillfrom duc01226/easyplatform
|Manages Claude's learned patterns by listing, viewing, archiving, and dynamically adjusting pattern confidence levels.
Installation
npx skills add https://github.com/duc01226/easyplatform --skill learned-patternsSkill Details
Manage learned patterns - list, view, archive, boost or penalize confidence. Use when you want to see what patterns Claude has learned, review pattern effectiveness, or manage the pattern library.
Overview
# Learned Patterns Management
Manage the auto-learning pattern library. View, list, archive, and adjust confidence.
Quick Commands
```
/learned-patterns # List all active patterns
/learned-patterns list [category] # List patterns (optionally filtered)
/learned-patterns list --low|--high # Filter by confidence
/learned-patterns view
/learned-patterns archive
/learned-patterns boost
/learned-patterns penalize
/learned-patterns stats # Show pattern statistics
```
Script Execution
| Action | Script |
| -------------- | ------------------------------------------------------------------------------------------- |
| List | node .claude/skills/learned-patterns/scripts/list-patterns.cjs [category] [--low\|--high] |
| View | node .claude/skills/learned-patterns/scripts/view-pattern.cjs |
| Archive | node .claude/skills/learned-patterns/scripts/archive-pattern.cjs |
| Boost/Penalize | node .claude/skills/learned-patterns/scripts/adjust-confidence.cjs |
| Stats | node .claude/skills/learned-patterns/scripts/pattern-stats.cjs |
Pattern Lifecycle
```
DETECTION (UserPromptSubmit)
└── Confidence: 40% (implicit) or 80% (explicit /learn)
CONFIRMATION
└── User confirms → saved | User rejects → discarded
INJECTION (SessionStart/PreToolUse)
└── Relevant patterns injected (max 5, ~400 tokens)
FEEDBACK LOOP
└── Followed → +5% | Ignored → -10%
DECAY & PRUNING
└── 30 days unused → decay | Below 20% → auto-archived
```
Confidence Thresholds
| Range | Behavior |
| ------- | ----------------------------- |
| 80-100% | Always injected when relevant |
| 50-79% | Injected with context match |
| 30-49% | Injected only on strong match |
| 20-29% | Candidate for review |
| < 20% | Auto-archived |
Pattern Schema
```yaml
id: pat_abc123
category: backend
type: anti-pattern | best-practice | preference | convention
trigger:
keywords: [validation, exception]
file_patterns: ["*CommandHandler.cs"]
content:
wrong: "throw new ValidationException()"
right: "return PlatformValidationResult.Invalid()"
rationale: "Framework uses result pattern, not exceptions"
metadata:
source: explicit-teaching | user-correction
confidence: 0.75
first_seen: 2025-01-10
occurrences: 3
confirmations: 2
conflicts: 0
```
Troubleshooting
- Not injecting: Check confidence, file pattern match, archived status
- Too many injecting: Archive irrelevant patterns, review
--lowconfidence list - Conflicts with docs: Pattern auto-blocked; update docs or archive pattern
Related
/learn- Teach a new pattern/code-patterns- View static code patterns documentation
IMPORTANT Task Planning Notes
- Always plan and break many small todo tasks
- Always add a final review todo task to review the works done at the end to find any fix or enhancement needed
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