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name: dr-rule-builder description: Use this skill when the user needs help creating, testing, validating, or troubleshooting Detection & Response (D&R) rules in LimaCharlie.

LimaCharlie D&R Rule Builder

This skill helps you create, test, and validate Detection & Response (D&R) rules in LimaCharlie. Use this when users ask for help with rule creation, rule debugging, or understanding D&R rule syntax.

What are D&R Rules?

Detection & Response (D&R) rules are serverless functions that run in the LimaCharlie cloud, applied in real-time to sensor data. They allow you to detect behaviors, automatically respond, create alerts, trigger remediation, and chain detections.

Rules are evaluated per-event. When a rule's detection component matches, the response component executes.

Quick Start: Your First Rule

Copydetect:
  event: NEW_PROCESS
  op: ends with
  path: event/FILE_PATH
  value: calc.exe
  case sensitive: false
respond:
  - action: report
    name: Calculator Launched

Key Components:

• detect: What to look for
• respond: What to do when matched

Rule Structure

Copydetect:
  event: EVENT_TYPE    # Event to monitor
  op: OPERATOR         # Matching logic
  # ... criteria
respond:
  - action: ACTION_TYPE
    # ... parameters

Required:

• detect: Must have event (or target) and op
• respond: Array of actions (minimum one)

Core Operators

Basic Comparison

is - Exact equality

Copyop: is
path: event/PROCESS_ID
value: 9999

exists - Element presence (optional truthy: true for non-null/non-empty)

Copyop: exists
path: event/PARENT

contains - Substring match (optional count: N)

Copyop: contains
path: event/COMMAND_LINE
value: powershell

starts with / ends with - Prefix/suffix match

Copyop: ends with
path: event/FILE_PATH
value: .exe
case sensitive: false

matches - Regular expression (Go syntax)

Copyop: matches
path: event/FILE_PATH
re: .*\\system32\\.*\.scr
case sensitive: false

is greater than / is lower than - Numeric comparison (optional length of: true)

Copyop: is greater than
path: event/NETWORK_ACTIVITY/BYTES_SENT
value: 1048576

Boolean Logic

and / or - Combine rules

Copyop: and
rules:
  - op: ends with
    path: event/FILE_PATH
    value: /sshd
  - op: is public address
    path: event/NETWORK_ACTIVITY/SOURCE/IP_ADDRESS

not - Invert result (add not: true to any operator)

Copyop: is
not: true
path: event/PROCESS_ID
value: 9999

Platform Checks

is platform - Platform detection

Copyop: is platform
name: windows  # windows, linux, macos, ios, android, chrome, etc.

is windows / is 32 bit / is 64 bit / is arm - Architecture shortcuts

Copyop: is windows

is tagged - Tag presence

Copyop: is tagged
tag: vip

Network

is public address / is private address - RFC 1918 checks

Copyop: is public address
path: event/NETWORK_ACTIVITY/SOURCE/IP_ADDRESS

cidr - Network mask matching

Copyop: cidr
path: event/NETWORK_ACTIVITY/SOURCE/IP_ADDRESS
cidr: 10.16.1.0/24

Advanced

lookup - Threat feed/resource lookup

Copyop: lookup
path: event/DOMAIN_NAME
resource: hive://lookup/malwaredomains
case sensitive: false

scope - Limit to sub-path (crucial for arrays)

Copyop: scope
path: event/NETWORK_ACTIVITY/
rule:
  op: and
  rules:
    - op: starts with
      path: event/SOURCE/IP_ADDRESS
      value: '10.'
    - op: is
      path: event/DESTINATION/PORT
      value: 445

string distance - Levenshtein distance for typosquatting

Copyop: string distance
path: event/DOMAIN_NAME
value: example.com
max: 2

For complete operator reference, see REFERENCE.md.

Event Paths

Event Data (use event/ prefix):

Copypath: event/FILE_PATH
path: event/COMMAND_LINE
path: event/PROCESS_ID
path: event/DOMAIN_NAME

Routing Metadata (use routing/ prefix):

Copypath: routing/sid          # Sensor ID
path: routing/hostname     # Host name
path: routing/event_type   # Event type
path: routing/event_time   # Timestamp

Array Navigation (use ? wildcard):

Copypath: event/NETWORK_ACTIVITY/?/IP_ADDRESS  # any element
path: event/NETWORK_ACTIVITY/0/IP_ADDRESS  # first element

Response Actions

report - Create detection/alert

Copy- action: report
  name: my-detection-name
  priority: 3              # 1-5 severity
  metadata:                # optional context
    author: security-team
    mitre: T1059.001
  detect_data:             # optional structured extraction
    domain: "{{ .event.DOMAIN_NAME }}"

Template support: "{{ .event.FILE_PATH }}" Internal only (D&R chaining): prefix name with __

task - Send sensor command

Copy- action: task
  command: history_dump
  investigation: inv-id

Common commands: history_dump, deny_tree <<routing/this>>, segregate_network, yara_scan hive://yara/rule --pid "{{ .event.PROCESS_ID }}"

add tag / remove tag - Tag management

Copy- action: add tag
  tag: vip
  ttl: 30  # optional expiration

isolate network / rejoin network - Network isolation (persists across reboots)

Copy- action: isolate network

For complete action reference, see REFERENCE.md.

Stateful Rules

Track relationships between events over time.

with child - Direct children only

Copyevent: NEW_PROCESS
op: ends with
path: event/FILE_PATH
value: cmd.exe
with child:
  op: ends with
  event: NEW_PROCESS
  path: event/FILE_PATH
  value: calc.exe

Detects: cmd.exe -> calc.exe (NOT cmd.exe -> firefox.exe -> calc.exe)

with descendant - Any descendant

Copywith descendant:
  # same syntax as with child

Detects: cmd.exe -> calc.exe AND cmd.exe -> firefox.exe -> calc.exe

with events - Event repetition

Copyevent: WEL
op: is windows
with events:
  event: WEL
  op: is
  path: event/EVENT/System/EventID
  value: '4625'  # failed login
  count: 5       # occurrences
  within: 60     # seconds

Counting: Add count and within parameters to stateful rules Report Control: Add report latest event: true to report child instead of parent Stateless Mode: Add is stateless: true inside stateful context to require all conditions match same event

Common Patterns

Example Patterns:

1. Suspicious Location - Detect execution from Downloads folder
2. Threat Intelligence - DNS lookup against malware domain feed
3. Failed Logins - Multiple failed logins (brute force detection)
4. Office + PowerShell - Office apps spawning encoded PowerShell
5. Network Beaconing - Repeated connections to same external IP

For 25+ complete rule examples with full code, see EXAMPLES.md.

Suppression

Control action execution frequency.

Limit Frequency

Copy- action: report
  name: my-detection
  suppression:
    max_count: 1      # execute max once
    period: 1h        # per hour
    is_global: true   # across org (false = per sensor)
    keys:
      - '{{ .event.FILE_PATH }}'

Threshold Activation

Copysuppression:
  min_count: 3   # must match 3 times
  max_count: 3   # then execute once
  period: 24h

Practical: Prevent Duplicate Sensor Commands

Copy- action: task
  command: yara_scan hive://yara/rule --pid "{{ .event.PROCESS_ID }}"
  suppression:
    is_global: false
    keys:
      - '{{ .event.PROCESS_ID }}'
    max_count: 1
    period: 1m

Time formats: ns, us, ms, s, m, h

Testing Rules

Copy# Validate syntax
limacharlie replay --validate --rule-content my-rule.yaml

# Test with events
limacharlie replay --rule-content my-rule.yaml --events test-event.json

# Test historical (single sensor)
limacharlie replay --sid SENSOR_ID --last-seconds 3600 --rule-content my-rule.yaml

# Test historical (org-wide)
limacharlie replay --entire-org --last-seconds 604800 --rule-content my-rule.yaml

Add unit tests in rule file under tests: section with match: and non_match: arrays.

For complete testing guide including trace mode and debugging, see TROUBLESHOOTING.md.

Best Practices

Performance

1. Filter by event type at top level
2. Put most restrictive conditions first
3. Use simple operators over regex when possible
4. Always suppress sensor commands

False Positive Management

1. Set case sensitive: false for paths/domains
2. Use not: true to exclude known good paths
3. Create FP rules for organization-specific exclusions

Rule Organization

1. Use descriptive, actionable detection names
2. Add metadata: MITRE ATT&CK, severity, author
3. Use detect_data to extract key fields

Quick Reference

Common Event Types: NEW_PROCESS, NETWORK_CONNECTIONS, DNS_REQUEST, FILE_TYPE_ACCESSED, CODE_IDENTITY, WEL

Operator Categories:

• Comparison: is, exists, contains, starts with, ends with, matches
• Logic: and, or, not
• Numeric: is greater than, is lower than
• Network: is public address, is private address, cidr
• Platform: is platform, is windows, is tagged
• Stateful: with child, with descendant, with events

Action Types: report, task, add tag, remove tag, isolate network, rejoin network, output

Template Variables: {{ .event.* }}, {{ .routing.* }}, {{ .detect.* }} (in reports)

CLI Commands

Copylimacharlie dr list                                    # List rules
limacharlie dr add --rule-name NAME --rule-file FILE   # Add rule
limacharlie dr delete --rule-name NAME                 # Delete rule
limacharlie replay --validate --rule-content FILE      # Validate
limacharlie replay --rule-content FILE --events FILE   # Test

Development Workflow

1. Draft - Write YAML rule
2. Validate - Check syntax
3. Test - Create test events
4. Replay - Test against historical data
5. Deploy - Add to test environment
6. Monitor - Watch for issues
7. Iterate - Refine based on feedback

Navigation

• REFERENCE.md - Complete operator/action reference, transforms, event paths, templates
• EXAMPLES.md - 25+ complete rule examples across all use cases
• TROUBLESHOOTING.md - Testing, debugging, performance tuning, validation

Key Reminders

1. Always test rules before production deployment
2. Use suppression with sensor commands
3. Add unit tests to catch regressions
4. Include metadata for SOC context
5. Use case-insensitive matching for paths/domains
6. Put restrictive conditions first for performance
7. Use stateful rules for behavior-based detections
8. Create FP rules for organization exclusions
9. Monitor rule performance with replay metrics
10. Document rules with clear names and metadata

This skill provides comprehensive guidance for creating effective D&R rules. Always encourage testing and validation before production deployment.