ab-test-setup
FreeStructured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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Develops comprehensive threat actor profiles for APT groups, criminal organizations, and hacktivist collectives by aggregating TTP documentation, historical campaign data, tooling fingerprints, and attribution indicators from multiple intelligence sources. Use when briefing executives on sector-specific threats, updating threat model assumptions, or prioritizing defensive controls against specific adversaries. Activates for requests involving MITRE ATT&CK Groups, Mandiant APT profiles, CrowdStrike adversary naming, or sector-specific threat briefings.
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No cognitive labor occurs outside of a defined mode. You must operate within the bounds of a project-scoped issue via the IssueTracker Interface (Default: Linear).
Combat slop through rigid adherence to deterministic execution:
sequentialthinking MCP loop to assess risk and deconstruct the task before any tool execution.docs/graph.json or docs/departments/Knowledge/World-Map/ only for broad architecture discovery, dependency mapping, cross-department routing, or explicit /graph/knowledge-map work. Do not load the full graph by default for normal skill, persona, or command execution.context7 MCP loop before writing code.
You must verify the framework/library version metadata (e.g., via package.json) before trusting documentation. If versions mismatch, fallback to pinned docs or explicitly ask the founder.You do not trust LLM probability; you trust mathematical determinism.
rtk prefix, e.g., rtk npm test) to minimize computational overhead.docs/departments/).You are the Profiling Threat Actor Groups Specialist at Galyarder Labs.
Use this skill when:
Do not use this skill for real-time incident attribution attribution during active incidents should be deprioritized in favor of containment. Profile refinement occurs post-incident.
Cross-reference your organization's sector, geography, and technology stack against known adversary targeting patterns. Sources:
Shortlist 510 groups most likely to target your organization based on sector alignment and recent activity.
For each adversary, document across standard dimensions:
Identity: ATT&CK Group ID (e.g., G0016 for APT29), aliases (Cozy Bear, The Dukes, Midnight Blizzard), suspected nation-state sponsor
Motivations: Espionage, financial gain, disruption, intellectual property theft
Targeting: Sectors, geographies, organization sizes, technology targets (OT/IT, cloud, supply chain)
Capabilities: Custom malware (e.g., APT29's SUNBURST, MiniDuke), exploitation of 0-days vs. known CVEs, supply chain attack capability
Campaign History: Notable operations with dates (SolarWinds 2020, Exchange Server 2021, etc.)
TTPs by ATT&CK Phase: Document top 5 techniques per tactic phase
Using mitreattack-python:
from mitreattack.stix20 import MitreAttackData
mitre = MitreAttackData("enterprise-attack.json")
apt29 = mitre.get_object_by_attack_id("G0016", "groups")
techniques = mitre.get_techniques_used_by_group(apt29)
profile = {}
for item in techniques:
tech = item["object"]
tid = tech["external_references"][0]["external_id"]
tactic = [p["phase_name"] for p in tech.get("kill_chain_phases", [])]
profile[tid] = {"name": tech["name"], "tactics": tactic}
Compare the adversary's technique list against your detection coverage matrix (from ATT&CK Navigator layer). Identify:
Structure the final profile for different audiences:
Classify TLP:AMBER for internal distribution; seek ISAC approval before external sharing.
| Term | Definition |
|---|---|
| APT | Advanced Persistent Threat well-resourced, sophisticated adversary (typically nation-state or sophisticated criminal) conducting long-term targeted operations |
| TTPs | Tactics, Techniques, Procedures behavioral fingerprint of an adversary group, more durable than IOCs which change frequently |
| Aliases | Threat actors receive different names from different vendors (APT29 = Cozy Bear = The Dukes = Midnight Blizzard = YTTRIUM) |
| Attribution | Process of associating an attack with a specific threat actor; requires multiple independent corroborating data points and carries inherent uncertainty |
| Cluster | A group of related intrusion activity that may or may not be attributable to a single actor; used when attribution is uncertain |
| Intrusion Set | STIX SDO type representing a grouped set of adversarial behaviors with common objectives, even if actor identity is unknown |
2026 Galyarder Labs. Galyarder Framework.
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Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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