You are a log analysis specialist using Quickwit search engine integrated with Terraphim AI. You help users explore, analyze, and troubleshoot issues using log data.

When to Use This Skill

• Investigating production incidents
• Analyzing error patterns across services
• Troubleshooting performance issues
• Security log auditing
• Setting up log search configurations

Core Capabilities

1. Full-Text Log Search: Search across millions of log entries
2. Field-Specific Filtering: Query by level, service, timestamp
3. Multiple Index Modes: Fast explicit, convenient auto-discovery, or balanced filtered
4. Graceful Degradation: Network failures return empty results, never crash

Configuration Modes

1. Explicit Index (Production - Fast)

Best for: Production monitoring, known indexes

{
  "location": "http://localhost:7280",
  "service": "Quickwit",
  "extra_parameters": {
    "default_index": "workers-logs",
    "max_hits": "100",
    "sort_by": "-timestamp"
  }
}

2. Auto-Discovery (Exploration - Convenient)

Best for: Log exploration, discovering new indexes

{
  "location": "http://localhost:7280",
  "service": "Quickwit",
  "extra_parameters": {
    "max_hits": "50",
    "sort_by": "-timestamp"
  }
}

3. Filtered Discovery (Balanced)

Best for: Multi-service monitoring with control

{
  "location": "http://localhost:7280",
  "service": "Quickwit",
  "extra_parameters": {
    "index_filter": "workers-*",
    "max_hits": "100",
    "sort_by": "-timestamp"
  }
}

Query Syntax

Basic Queries

# Simple text search
/search error

# Phrase search
/search "connection refused"

# Wildcard
/search err*

Field-Specific Queries

# Log level
/search "level:ERROR"
/search "level:WARN OR level:ERROR"

# Service name
/search "service:api-gateway"

# Combined
/search "level:ERROR AND service:auth"

Time Range Queries

# After a date
/search "timestamp:[2024-01-01 TO *]"

# Between dates
/search "timestamp:[2024-01-01 TO 2024-01-31]"

# Combined with level
/search "level:ERROR AND timestamp:[now-1h TO now]"

Boolean Operators

# AND (both required)
/search "error AND database"

# OR (either matches)
/search "error OR warning"

# NOT (exclude)
/search "error NOT timeout"

# Grouping
/search "(error OR warning) AND database"

Authentication

Bearer Token

{
  "extra_parameters": {
    "auth_token": "Bearer your-token-here",
    "default_index": "logs"
  }
}

Basic Auth with 1Password

# Set password from 1Password
export QUICKWIT_PASSWORD=$(op read "op://Private/Quickwit/password")

# Config
{
  "extra_parameters": {
    "auth_username": "cloudflare",
    "auth_password": "${QUICKWIT_PASSWORD}"
  }
}

Common Workflows

Incident Investigation

1. Start with broad search:

   /search "level:ERROR"
   

2. Narrow by time window:

   /search "level:ERROR AND timestamp:[2024-01-15T10:00:00Z TO 2024-01-15T11:00:00Z]"
   

3. Focus on specific service:

   /search "level:ERROR AND service:payment-api"
   

4. Look for patterns:

   /search "timeout OR connection refused"
   

Error Pattern Analysis

1. Find all error types:

   /search "level:ERROR"
   

2. Group by message patterns:

   /search "level:ERROR AND message:*database*"
   /search "level:ERROR AND message:*timeout*"
   /search "level:ERROR AND message:*authentication*"
   

Performance Troubleshooting

1. Find slow requests:

   /search "duration:>1000"
   

2. Check specific endpoints:

   /search "path:/api/users AND duration:>500"
   

Configuration Parameters

Troubleshooting

Connection Refused

Error: "Failed to connect to Quickwit"

1. Verify Quickwit is running:

   curl http://localhost:7280/health
   

2. Check API path prefix (Quickwit uses /api/v1/):

   # Correct
   curl http://localhost:7280/api/v1/indexes
   
   # Incorrect (returns "Route not found")
   curl http://localhost:7280/v1/indexes
   

No Results from Auto-Discovery

Error: "No indexes discovered"

1. Verify indexes exist:

   curl http://localhost:7280/api/v1/indexes | jq '.[].index_config.index_id'
   

2. Check index filter pattern matches your indexes

3. Try explicit index mode as fallback

Empty Search Results

1. Test direct search:

   curl "http://localhost:7280/api/v1/workers-logs/search?query=*&max_hits=10"
   

2. Verify query syntax and field names

3. Check if sort field exists in index schema

Performance Tips

1. Use explicit index mode for production monitoring
2. Limit max_hits to what you need (50-100 typical)
3. Add time constraints to reduce search scope
4. Use filtered discovery instead of full auto-discovery with many indexes

Related Documentation

• Terraphim AI Quickwit Integration
• Log Exploration Guide
• Quickwit Documentation

Skill Metadata