🔍 Research Cluster
4 Skills
Comprehensive research with parallel agents, debate, and extraction
Skills Involved:
• ExtensiveResearch (12 parallel agents)
• Council (debate findings, 3-5 perspectives)
• ExtractAlpha (highest-signal extraction)
• Fabric patterns (extract_wisdom, summarize)
Estimated Time/Cost:
⏱️ 5-15 minutes | 💰 ~$0.50-1.50
graph LR
A[Research Cluster] --> B[ExtensiveResearch]
A --> C[Council]
A --> D[ExtractAlpha]
A --> E[Fabric]
B --> F[12 Agents]
C --> G[Debate]
D --> H[High Signal]
E --> I[Patterns]
style A fill:#667eea
Invocation Options:
Natural Language:
"Use research cluster on [topic]"
Atlas Command:
atlas cluster research "[topic]"
Algorithm Auto-Select:
In OBSERVE phase, selects automatically for research tasks
🛡️ Security Cluster
3 Skills
Comprehensive security assessment with recon, testing, and adversarial validation
Skills Involved:
• Recon (network intel, DNS, WHOIS, ASN)
• WebAssessment (OWASP pentesting, vulnerability analysis)
• RedTeam (adversarial stress testing)
Estimated Time/Cost:
⏱️ 10-30 minutes | 💰 ~$1.00-3.00
graph LR
A[Security Cluster] --> B[Recon]
A --> C[WebAssessment]
A --> D[RedTeam]
B --> E[Network Intel]
C --> F[OWASP Tests]
D --> G[Adversarial]
style A fill:#ef4444
Invocation Options:
Natural Language:
"Security assessment of [target]"
Atlas Command:
atlas cluster security "[target]"
Algorithm Auto-Select:
In OBSERVE phase, selects for security/pentest tasks
🔎 Investigation Cluster
3 Skills
Deep investigative research with progressive entity mapping
Skills Involved:
• DeepInvestigation (iterative landscape mapping)
• OSINT (company/entity/domain intelligence)
• ExtractAlpha (highest-value insights)
Estimated Time/Cost:
⏱️ 30-60 minutes | 💰 ~$2.00-5.00
graph LR
A[Investigation Cluster] --> B[DeepInvestigation]
A --> C[OSINT]
A --> D[ExtractAlpha]
B --> E[Iterative]
C --> F[Entity Intel]
D --> G[High Value]
style A fill:#10b981
Invocation Options:
Natural Language:
"Deep investigation of [topic/entity]"
Atlas Command:
atlas cluster investigate "[topic]"
Algorithm Auto-Select:
In OBSERVE phase, selects for due diligence/intel tasks
💡 Creative Cluster
5 Skills
Creative problem-solving with first principles, brainstorming, debate, and stress testing
Skills Involved:
• FirstPrinciples (decompose assumptions)
• BeCreative (divergent ideation, tree of thoughts)
• Council (evaluate options, 3-5 perspectives)
• RedTeam (stress test solutions)
• Science (hypothesis + experiment design)
Estimated Time/Cost:
⏱️ 8-20 minutes | 💰 ~$0.75-2.00
graph LR
A[Creative Cluster] --> B[FirstPrinciples]
A --> C[BeCreative]
A --> D[Council]
A --> E[RedTeam]
A --> F[Science]
style A fill:#f59e0b
Invocation Options:
Natural Language:
"Design solution for [problem]"
Atlas Command:
atlas cluster creative "[problem]"
Algorithm Auto-Select:
In OBSERVE phase, selects for design/innovation tasks
💰 Monetization Cluster
5 Skills
Find revenue opportunities with market gap analysis, competitor intel, and business model validation
Skills Involved:
• DeepInvestigation (find market gaps, progressive mapping)
• OSINT (competitor analysis, pricing strategies)
• FirstPrinciples (validate business model assumptions)
• Council (evaluate pricing strategies, revenue models)
• ExtractAlpha (identify highest-value features)
Estimated Time/Cost:
⏱️ 15-30 minutes | 💰 ~$1.50-3.50
graph LR
A[Monetization Cluster] --> B[DeepInvestigation]
A --> C[OSINT]
A --> D[FirstPrinciples]
A --> E[Council]
A --> F[ExtractAlpha]
B --> G[Market Gaps]
C --> H[Competitor Intel]
D --> I[Validate Model]
E --> J[Pricing]
F --> K[High-Value Features]
style A fill:#10b981
Invocation Options:
Natural Language:
"Find monetization opportunities for [product/idea]"
Atlas Command:
atlas cluster monetize "[product]"
Algorithm Auto-Select:
In OBSERVE phase, selects for revenue/business model tasks
🔍 Reverse Engineering Cluster
5 Skills
Deconstruct competitor products to extract technical architecture, features, and value propositions
Skills Involved:
• OSINT (competitor product analysis, tech stack discovery)
• WebAssessment (technical stack analysis, API mapping)
• ExtractAlpha (identify key features and differentiators)
• FirstPrinciples (decompose to core value proposition)
• RENDER integration (convert findings to blueprint)
Estimated Time/Cost:
⏱️ 20-40 minutes | 💰 ~$2.00-4.50
graph LR
A[Reverse Engineering] --> B[OSINT]
A --> C[WebAssessment]
A --> D[ExtractAlpha]
A --> E[FirstPrinciples]
A --> F[RENDER]
B --> G[Product Analysis]
C --> H[Tech Stack]
D --> I[Key Features]
E --> J[Core Value]
F --> K[Blueprint]
style A fill:#06b6d4
Invocation Options:
Natural Language:
"Reverse engineer [competitor product]"
Atlas Command:
atlas cluster reverse "[product-url]"
Algorithm Auto-Select:
In OBSERVE phase, selects for competitor analysis tasks
🚀 Product Discovery Cluster
5 Skills
Discover digital product opportunities through market mapping, creative ideation, and demand validation
Skills Involved:
• DeepInvestigation (market landscape mapping)
• BeCreative (ideation, divergent thinking, blue ocean)
• Council (evaluate ideas, multi-perspective validation)
• RedTeam (stress test assumptions, find flaws)
• OSINT (validate demand, competitor gaps)
Estimated Time/Cost:
⏱️ 15-35 minutes | 💰 ~$1.50-3.50
graph LR
A[Product Discovery] --> B[DeepInvestigation]
A --> C[BeCreative]
A --> D[Council]
A --> E[RedTeam]
A --> F[OSINT]
B --> G[Market Landscape]
C --> H[Ideation]
D --> I[Evaluation]
E --> J[Stress Test]
F --> K[Demand Validation]
style A fill:#6366f1
Invocation Options:
Natural Language:
"Discover digital product opportunities in [domain]"
Atlas Command:
atlas cluster discover "[domain]"
Algorithm Auto-Select:
In OBSERVE phase, selects for product ideation tasks
✅ Launch Validation Cluster
5 Skills
Validate product launch readiness with multi-perspective analysis, failure mode detection, and threat modeling
Skills Involved:
• Council (multi-perspective validation, decision quality)
• RedTeam (identify failure modes, attack vectors)
• OSINT (competition analysis, market positioning)
• WorldThreatModelHarness (market threat analysis)
• Science (hypothesis testing, experiment design)
Estimated Time/Cost:
⏱️ 10-25 minutes | 💰 ~$1.00-2.50
graph LR
A[Launch Validation] --> B[Council]
A --> C[RedTeam]
A --> D[OSINT]
A --> E[WorldThreat]
A --> F[Science]
B --> G[Multi-Perspective]
C --> H[Failure Modes]
D --> I[Competition]
E --> J[Threats]
F --> K[Hypothesis Test]
style A fill:#f43f5e
Invocation Options:
Natural Language:
"Validate launch plan for [product]"
Atlas Command:
atlas cluster validate "[product]"
Algorithm Auto-Select:
In OBSERVE phase, selects for validation/pre-launch tasks
📝 Content-to-Product Cluster
4 Skills
Transform research and content into productized offerings with content enhancement and blueprint generation
Skills Involved:
• ExtensiveResearch (content ideation, domain expertise)
• Fabric patterns (extract_wisdom, improve_writing, summarize)
• BeCreative (unique angles, differentiation)
• RENDER (convert content to product blueprint)
Estimated Time/Cost:
⏱️ 10-20 minutes | 💰 ~$0.75-2.00
graph LR
A[Content-to-Product] --> B[ExtensiveResearch]
A --> C[Fabric]
A --> D[BeCreative]
A --> E[RENDER]
B --> F[Content Ideas]
C --> G[Enhancement]
D --> H[Unique Angles]
E --> I[Blueprint]
style A fill:#f59e0b
Invocation Options:
Natural Language:
"Turn [research/content] into a product"
Atlas Command:
atlas cluster productize "[content-topic]"
Algorithm Auto-Select:
In OBSERVE phase, selects for content productization tasks