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Display pattern statistics from the learning engine. Shows top patterns, their frequency, trends, and which agents are affected.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | patterns |
| description | Display pattern statistics from the learning engine. Shows top patterns, their frequency, trends, and which agents are affected. |
| tools | Read, Grep, Glob |
| model | sonnet |
| argument-hint | [pattern-name|--all|--agent <name>|--trend <type>] |
View pattern statistics and insights from the learning engine.
/patterns Show top 10 patterns by occurrence
/patterns --all Show all patterns
/patterns --agent <name> Show patterns affecting specific agent
/patterns --trend increasing Show patterns with specific trend
/patterns --category security Show patterns in specific category
/patterns <pattern-name> Show details for specific pattern
Pattern name or filter options: $ARGUMENTS
/patterns (default).claude/patterns/patterns.jsonOutput format:
=== TOP PATTERNS ===
Last analysis: 2025-01-15 10:30:00
# Pattern Count Trend Confidence Agents
1 missing-status-condition 12 stable 0.85 api-dev, code-reviewer
2 unvalidated-input 8 increasing 0.78 api-dev, code-reviewer
3 hardcoded-value 6 decreasing 0.65 api-dev, sre
4 storage-init-race 4 stable 0.62 api-dev
5 missing-error-context 3 new 0.58 api-dev
6 tenant-isolation-gap 3 stable 0.72 api-dev, code-reviewer
7 nil-dereference 2 stable 0.45 api-dev, test-engineer
8 import-ordering 2 stable 0.35 api-dev
9 insufficient-test-coverage 2 stable 0.42 test-engineer
10 missing-deepcopy-tag 1 new 0.25 api-dev
Legend: ↑ increasing ↓ decreasing → stable ★ new ✓ resolved
Run '/patterns <name>' for details on a specific pattern.
Run '/evolve' to update patterns from recent findings.
/patterns <pattern-name>Show detailed information for a specific pattern:
=== PATTERN: missing-status-condition ===
Description: Resource types missing status condition updates after operations
Category: correctness
Severity: blocking
Confidence: 0.85
STATISTICS:
Total occurrences: 12
First seen: 2024-11-01
Last seen: 2025-01-15
Trend: stable (no significant change)
AFFECTED:
Agents: api-dev, code-reviewer
Services: compute-api (5), network-api (4), storage-api (3)
RECENT OCCURRENCES:
2025-01-15 compute-api pkg/apis/vm/v1alpha1/types.go:142 PR #234
2025-01-12 network-api pkg/apis/network/v1alpha1/types.go:89 PR #231
2025-01-08 storage-api pkg/apis/volume/v1alpha1/types.go:67 PR #228
FIX TEMPLATE:
Add status condition update in reconcile loop:
```go
meta.SetStatusCondition(&obj.Status.Conditions, metav1.Condition{
Type: "Ready",
Status: metav1.ConditionTrue,
Reason: "ReconcileSuccess",
Message: "Resource reconciled successfully",
})
RUNBOOK STATUS: Promoted: Yes Agents: api-dev, code-reviewer Date: 2024-12-15
### `/patterns --agent <name>`
Filter patterns by affected agent:
=== PATTERNS FOR: api-dev ===
Pattern Count Trend Confidence Promoted missing-status-condition 12 stable 0.85 Yes unvalidated-input 8 increasing 0.78 Yes hardcoded-value 6 decreasing 0.65 Yes storage-init-race 4 stable 0.62 Yes missing-error-context 3 new 0.58 Yes nil-dereference 2 stable 0.45 No (low confidence) import-ordering 2 stable 0.35 No (low confidence)
Total: 7 patterns Promoted to runbook: 5 Tracking only: 2
### `/patterns --trend <trend>`
Filter patterns by trend:
=== INCREASING PATTERNS ===
Pattern Count 30-day Previous Change unvalidated-input 8 5 2 +150% missing-test-coverage 3 2 0 new
⚠️ These patterns are becoming more frequent. Consider team training or process improvements.
### `/patterns --category <category>`
Filter patterns by category:
=== SECURITY PATTERNS ===
Pattern Count Trend Confidence Severity unvalidated-input 8 increasing 0.78 blocking tenant-isolation-gap 3 stable 0.72 blocking hardcoded-secret 1 resolved 0.30 blocking
Total: 3 security patterns
## Pattern Categories
| Category | Description |
|----------|-------------|
| `security` | Security vulnerabilities, auth issues |
| `correctness` | Logic errors, missing functionality |
| `convention` | Style, naming, structure violations |
| `completeness` | Missing integrations, incomplete implementations |
| `performance` | Performance issues, inefficiencies |
## Trend Values
| Trend | Meaning |
|-------|---------|
| `increasing` | 50%+ more occurrences than previous 30 days |
| `decreasing` | 50%+ fewer occurrences than previous 30 days |
| `stable` | Within 50% of previous 30 days |
| `new` | First appeared in current 30-day window |
| `resolved` | No occurrences in current window after previous activity |
## No Data Handling
If no pattern registry exists:
No pattern data found.
To build pattern data:
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