attack-tree-construction

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

1.20x

Quality

81%

Does it follow best practices?

Impact

98%

1.20x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

100%

20%

E-Commerce Checkout Security Model

AND/OR tree structure with leaf annotation

Criteria

Without context

With context

OR node usage

100%

AND node usage

100%

Leaf cost attribute

100%

Leaf skill attribute

100%

Leaf time attribute

100%

Leaf detection attribute

100%

Fluent builder pattern

100%

Dataclass data model

100%

JSON export

100%

Mermaid export

100%

No oversimplification

100%

Without context: $0.2137 · 50s · 9 turns · 9 in / 3,327 out tokens

With context: $0.7759 · 2m 27s · 27 turns · 276 in / 10,054 out tokens

94%

20%

Security Investment Prioritization for a SaaS Platform

Path analysis and mitigation prioritization

Criteria

Without context

With context

Mitigations on leaf nodes

90%

100%

Easiest path identification

87%

100%

Cheapest path identification

87%

100%

Stealthiest path identification

87%

100%

Unmitigated attack detection

100%

Mitigation prioritization

91%

100%

OR path cost: min aggregation

60%

100%

AND path cost: sum aggregation

100%

AND path difficulty: max aggregation

25%

Defense report file

100%

High-impact paths highlighted

87%

100%

Without context: $0.4653 · 2m · 12 turns · 12 in / 9,315 out tokens

With context: $0.6490 · 2m 37s · 16 turns · 15 in / 10,750 out tokens

100%

10%

Financial Institution Data Exfiltration Risk Model

Insider threat and nested AND/OR modeling

Criteria

Without context

With context

Insider threat modeling

41%

100%

AND node for multi-stage

100%

Nested AND/OR structure

100%

External-only OR path

100%

All leaves: cost attribute

100%

All leaves: skill attribute

100%

All leaves: time attribute

100%

All leaves: detection attribute

100%

All leaves have mitigations

100%

PlantUML export

100%

JSON export

62%

100%

Without context: $0.3568 · 1m 48s · 11 turns · 60 in / 6,952 out tokens

With context: $0.5545 · 2m 9s · 17 turns · 316 in / 8,570 out tokens

Repository: sickn33/antigravity-awesome-skills
Commit: 9c177eb

Evaluated: 19 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

E-Commerce Checkout Security Model Security Investment Prioritization for a SaaS Platform Financial Institution Data Exfiltration Risk Model

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