Attack Flow Generator

Generate SITF-compliant attack flow JSON files from attack descriptions or incident reports.

Usage

/attack-flow <attack-name> [source]

• attack-name

  : Identifier for the attack (e.g., "s1ngularity", "solarwinds")

• source

  : URL, "websearch" for auto-research, or omit to use conversation context

Arguments: $ARGUMENTS

Instructions

When this skill is invoked:

Phase 1: Research

1. If source is "websearch" or a URL, gather attack details:

   • Attack timeline and phases
   • Entry point and initial access method
   • Lateral movement and persistence techniques
   • Data exfiltration or impact
   • Affected components (CI/CD, VCS, Registry, Endpoint, Production)

2. If source is omitted, use context from the current conversation.

Phase 2: Technique Mapping

1. Read

   techniques.json

   to get the full technique library.

2. For each attack step, find the best matching technique:

   • Match by action semantics, not surface keywords
   • Example: Uploading stolen data to repos → T-V003 (Secret Exfiltration), NOT T-V008 (Malicious Hosting)
   • Example: Accessing VCS with stolen creds → T-V001 must come BEFORE any VCS actions

3. If no matching technique exists:

   • Check if attack step is in-scope for SITF (SDLC/supply-chain related)
   • If in-scope: Create placeholder with

     "type": "technique-gap"

   • If out-of-scope (generic cloud/infra attack): Note in output, reference MITRE ATT&CK
   • Note in output that

     /technique-proposal

     should be run for in-scope gaps

Phase 3: Layout Calculation

Apply these layout rules:

Rule 1: Component Layout (Left-to-Right by Attack Flow)

• Order components by their sequence in the attack chain, not by standard SITF order
• If attack flows CI/CD → Registry → Endpoint → VCS, layout left-to-right accordingly
• Minimum horizontal gap between components: 80-100px
• Component x-positions: Use increments of ~300px starting from x=50

Rule 2: Technique Ordering (Top-to-Bottom)

• Primary: Order techniques by their sequence in the attack flow
• Secondary: Within same attack step, order by stage (Initial Access → Discovery → Post-Compromise)
• Vertical gap between techniques: ~130px
• First technique starts at y = component.y + 80

Rule 3: Technique-Component Centering

• Every technique node MUST be visually centered within its parent component
• Centering formula:

  technique.x = component.x + (component.width - technique.width) / 2

• With component.width=250 and technique.width=160: offset = (250-160)/2 = 45
• Example: component at x=50 → technique at x=95
• Example: component at x=350 → technique at x=395
• Validate technique.data.component matches parent component.data.componentId

Rule 4: Component Sizing

• Width = 250px (standard)
• Height = max(500, (technique_count × 130) + 160) — ensures adequate vertical space
• All components should have consistent height for visual alignment

Rule 5: Edge Connections

• Connect source.bottom → target.top for vertical flows within component
• Connect source.right → target.left for cross-component flows
• Add labels for significant transitions ("Stolen token", "pip install", etc.)
• Use

  "type": "smoothstep"

  for all edges

Phase 4: JSON Generation

Generate the attack flow JSON with this exact structure:

{
  "metadata": {
    "title": "Human-readable title for canvas display",
    "name": "Attack Name",
    "created": "ISO-8601 timestamp",
    "version": "1.0",
    "framework": "SITF",
    "description": "Brief attack description"
  },
  "nodes": [],
  "edges": []
}

Node Structure - Entry Point

{
  "id": "entryPoint-attackname-1",
  "type": "entryPoint",
  "position": { "x": -150, "y": 200 },
  "data": {
    "label": "Entry Point Label"
  },
  "zIndex": 10,
  "width": 195,
  "height": 46
}

Node Structure - Component

{
  "id": "component-cicd-1",
  "type": "component",
  "position": { "x": 50, "y": 80 },
  "data": {
    "label": "CI/CD",
    "componentId": "cicd",
    "techniques": [],
    "customLabel": "Context-specific label"
  },
  "zIndex": -1,
  "width": 250,
  "height": 500,
  "style": { "width": 250, "height": 500 }
}

Node Structure - Technique (CRITICAL: use exact field names)

{
  "id": "technique-c003-1",
  "type": "technique",
  "position": { "x": 95, "y": 160 },
  "data": {
    "id": "T-C003",
    "name": "PWN Request / Poisoned Pipeline Execution",
    "component": "cicd",
    "stage": "Initial Access",
    "description": "Full description from techniques.json",
    "risks": ["risk1", "risk2"],
    "controls": {
      "protective": [{ "name": "control1", "frameworks": {...} }],
      "detective": [{ "name": "control2", "frameworks": {...} }]
    },
    "customLabel": "Attack-specific context",
    "evidence": "Optional: specific evidence from the attack"
  },
  "zIndex": 10,
  "width": 160,
  "height": 96
}

IMPORTANT technique.data fields:

• id

  : Use technique ID (e.g., "T-C003") — NOT "techniqueId"

• name

  : Use technique name — NOT "label"

• risks

  : Copy full array from techniques.json

• controls

  : Copy full object with

  protective

  and

  detective

  arrays from techniques.json

• customLabel

  : Add attack-specific context (e.g., "PRs #18018, #18020")

• evidence

  : Optional field for attack-specific evidence

Node Structure - Exit Point

{
  "id": "exitPoint-attackname-1",
  "type": "exitPoint",
  "position": { "x": 950, "y": 200 },
  "data": {
    "label": "Secondary Supply Chain Attack"
  },
  "zIndex": 10,
  "width": 144,
  "height": 46
}

Edge Structure (with full styling)

{
  "id": "edge-source-target",
  "source": "technique-c003-1",
  "sourceHandle": "bottom",
  "target": "technique-c004-1",
  "targetHandle": "top",
  "type": "smoothstep",
  "animated": false,
  "markerEnd": { "type": "arrowclosed" },
  "label": "",
  "labelStyle": { "fill": "#DC2626", "fontWeight": 600, "fontSize": 12 },
  "labelBgStyle": { "fill": "#FEE2E2", "fillOpacity": 0.9 }
}

Cross-component Edge (with gray styling)

{
  "id": "edge-cross-component",
  "source": "technique-c011-1",
  "sourceHandle": "right",
  "target": "technique-r001-1",
  "targetHandle": "left",
  "type": "smoothstep",
  "animated": false,
  "style": { "stroke": "#9ca3af" },
  "markerEnd": { "type": "arrowclosed", "color": "#9ca3af" },
  "label": "Transition label",
  "labelStyle": { "fill": "#DC2626", "fontWeight": 600, "fontSize": 12 },
  "labelBgStyle": { "fill": "#FEE2E2", "fillOpacity": 0.9 }
}

Node types:

• entryPoint

  : Attack entry (Phishing, Vulnerability Exploit, Stolen Credentials, Malicious Fork PR, etc.)

• component

  : SITF component container (endpoint, vcs, cicd, registry, production)

• technique

  : Attack technique from techniques.json

• technique-gap

  : Placeholder for missing technique (flag for /technique-proposal)

• exitPoint

  : Attack outcome (Future Breach, Persistence, Secondary Supply Chain Attack, etc.)

Phase 5: Control Gap Analysis

After generating the flow, analyze defensive gaps:

1. For each technique used in the attack:

   • List the protective controls from techniques.json
   • Identify which controls were missing (enabled the attack)

2. Generate a Controls Gap Summary:

   | Technique | Missing Control | Type | OWASP SPVS |
   |-----------|-----------------|------|------------|
   | T-C003    | Minimal workflow permissions | Protective | V3.1 |
   | T-C005    | Log sanitization | Protective | V2.5 |
   | T-C005    | Runtime agent on runner | Detective | V5.4 |
   

3. Prioritize recommendations by:

   • Number of techniques the control would prevent
   • Stage of attack it would block (earlier = higher priority)

Phase 6: Validation

Run this checklist before outputting:

[ ] Valid JSON structure (parse test passes)
[ ] Required fields present: metadata.{title,name,created,version,framework}, nodes[], edges[]
[ ] All node IDs are unique
[ ] All edge source/target reference valid node IDs
[ ] Technique nodes use data.id and data.name (NOT techniqueId/label)
[ ] Technique nodes include full risks[] array and controls object with protective/detective arrays
[ ] Out-of-scope attack steps noted but not forced into SITF techniques
[ ] All techniques centered within components (x = component.x + 45 for width=250)
[ ] Component heights are adequate (minimum 500px)
[ ] Techniques ordered by attack flow sequence
[ ] Initial Access techniques appear first when order is ambiguous
[ ] All technique IDs exist in techniques.json OR flagged as technique-gap
[ ] Exit points connected to terminal techniques
[ ] No orphaned nodes (every non-entry node has incoming edge)
[ ] Edges have sourceHandle, targetHandle, markerEnd, labelStyle, labelBgStyle

Phase 7: Output

1. Write the JSON file to

   flows/incidents/<attack-name>.json

2. Validate the JSON with Python:

   python3 -c "import json; json.load(open('file'))"

3. Provide output summary:

## Attack Flow: <attack-name>

### Attack Chain
1. Initial Access via [entry point]
2. [Technique] → [Technique] → ...
3. Impact: [exit point]

### Techniques Used
| ID | Name | Component | Stage |
|----|------|-----------|-------|
| T-C003 | PWN Request | CI/CD | Initial Access |
| ... | ... | ... | ... |

### Control Gaps Identified
| Missing Control | Type | Would Prevent | OWASP SPVS |
|-----------------|------|---------------|------------|
| Minimal workflow permissions | Protective | T-C003 | V3.1 |
| ... | ... | ... | ... |

### Out-of-Scope Steps
- [Step X]: Generic cloud attack, see MITRE ATT&CK T1078

### Technique Gaps
- [Step Y]: No matching SITF technique, run `/technique-proposal`

4. If any technique-gaps exist, list them and recommend running

   /technique-proposal

Example

/attack-flow ultralytics websearch

This will:

1. Search for ultralytics attack details
2. Map attack steps to SITF techniques
3. Generate

   flows/incidents/ultralytics.json

4. Output attack flow summary

Reference: Working Sample

See

flows/incidents/ultralytics.json

or

flows/incidents/tj-actions.json

for correctly structured examples.