Check Pattern Discovery

Check Pattern Discovery

Monitor Qdrant pattern collections and discovery performance.

What It Checks

• Collection sizes and vector counts
• Recent pattern retrievals
• Pattern quality distribution
• Collection health status
• Search performance

How to Use

python3 ${CLAUDE_PLUGIN_ROOT}/skills/system_status/check_pattern_discovery/execute.py

Arguments

• --detailed: Include collection-specific statistics

Output Formats

Non-Detailed Mode (Default)

Returns basic collection statistics with full field names. Suitable for programmatic parsing and data processing.

python3 ${CLAUDE_PLUGIN_ROOT}/skills/system_status/check_pattern_discovery/execute.py

JSON Structure:

{
  "success": true,
  "total_patterns": 15689,
  "collection_count": 4,
  "collections": {
    "archon_vectors": {
      "vectors_count": 7118,
      "indexed_vectors_count": 7118,
      "status": "green"
    },
    "code_generation_patterns": {
      "vectors_count": 8571,
      "indexed_vectors_count": 8571,
      "status": "green"
    },
    "archon-intelligence": {
      "vectors_count": 0,
      "indexed_vectors_count": 0,
      "status": "green"
    },
    "quality_vectors": {
      "vectors_count": 0,
      "indexed_vectors_count": 0,
      "status": "green"
    }
  },
  "timestamp": "2025-11-21T14:30:00.123456+00:00"
}

Fields:

• success (boolean): Whether the operation succeeded
• total_patterns (integer): Sum of all vectors across collections
• collection_count (integer): Number of collections found
• collections (object): Per-collection statistics with full field names
  • vectors_count (integer): Total vectors in collection
  • indexed_vectors_count (integer): Vectors that are indexed
  • status (string): Collection health status ("green", "yellow", "red")
• timestamp (string): ISO 8601 timestamp in UTC

When to use: Scripts, automation, data pipelines, JSON parsing

Detailed Mode

Returns collection statistics with simplified field names for better readability. Suitable for human consumption and dashboards.

python3 ${CLAUDE_PLUGIN_ROOT}/skills/system_status/check_pattern_discovery/execute.py --detailed

JSON Structure:

{
  "success": true,
  "total_patterns": 15689,
  "collection_count": 4,
  "collections": {
    "archon_vectors": {
      "vectors": 7118,
      "status": "green",
      "indexed_vectors": 7118
    },
    "code_generation_patterns": {
      "vectors": 8571,
      "status": "green",
      "indexed_vectors": 8571
    },
    "archon-intelligence": {
      "vectors": 0,
      "status": "green",
      "indexed_vectors": 0
    },
    "quality_vectors": {
      "vectors": 0,
      "status": "green",
      "indexed_vectors": 0
    }
  },
  "timestamp": "2025-11-21T14:30:00.123456+00:00"
}

Fields:

• success (boolean): Whether the operation succeeded
• total_patterns (integer): Sum of all vectors across collections
• collection_count (integer): Number of collections found
• collections (object): Per-collection statistics with simplified field names
  • vectors (integer): Total vectors in collection
  • indexed_vectors (integer): Vectors that are indexed
  • status (string): Collection health status ("green", "yellow", "red")
• timestamp (string): ISO 8601 timestamp in UTC

When to use: Human-readable output, dashboards, reports, debugging

Error Response Format

When an error occurs (Qdrant unreachable, connection timeout, etc.):

{
  "success": false,
  "error": "Connection error: Not Found",
  "timestamp": "2025-11-21T14:30:00.123456+00:00"
}

Fields:

• success (boolean): Always false for errors
• error (string): Error description
• timestamp (string): ISO 8601 timestamp in UTC

Exit Codes

Exit codes enable reliable scripting and automation:

• 0: Success - Pattern collections retrieved successfully

  • All collections accessible
  • Statistics retrieved without errors
  • Qdrant connection healthy

• 1: Error - Failed to retrieve pattern statistics

  • Qdrant connection failed (unreachable, timeout, refused)
  • Collection query error (invalid response, permission denied)
  • Network error or configuration issue
  • Check error field in JSON output for details