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Agent-Skills Matrix

Last Updated: 2026-02-06
Purpose: Cross-reference showing which skills each agent uses and which agents use each skill

Overview

This matrix maps the relationship between 8 custom agents and 23 skills in the Hack23 ecosystem, ensuring each agent has access to the knowledge it needs for its expertise area.

Quick Navigation

Skills by Agent

🔧 task-agent (Product Quality Orchestrator)

Role: Orchestration, analysis, issue creation, delegation

Primary Skills (11):

  • ✅ business-strategy
  • ✅ copilot-agent-patterns
  • ✅ mcp-server-integration
  • ✅ secure-development
  • ✅ c4-modeling
  • ✅ security-architecture
  • ✅ documentation-portfolio
  • ✅ html-css-best-practices
  • ✅ accessibility-wcag
  • ✅ iso-27001
  • ✅ github-actions-cicd

Rationale: As orchestrator, needs broad knowledge to analyze repository, create appropriate issues, and delegate to specialists.

🎨 ui-enhancement-specialist (UI/UX Expert)

Role: HTML/CSS, accessibility, responsive design

Primary Skills (7):

  • ✅ html-css-best-practices
  • ✅ accessibility-wcag
  • ✅ seo-optimization
  • ✅ secure-development
  • ✅ data-classification
  • ✅ aws-s3-cloudfront
  • ✅ github-actions-cicd

Rationale: Focuses on front-end quality, accessibility, and SEO while ensuring security in UI implementations.

📢 marketing-specialist (Marketing Expert)

Role: SEO, content marketing, demand generation

Primary Skills (9):

  • ✅ seo-optimization
  • ✅ content-marketing
  • ✅ brand-voice-tone
  • ✅ html-css-best-practices
  • ✅ accessibility-wcag
  • ✅ secure-development
  • ✅ aws-s3-cloudfront
  • ✅ github-actions-cicd
  • ✅ gdpr

Rationale: Combines marketing expertise with technical knowledge for effective digital marketing and compliance.

💼 business-development-specialist (Business Strategy)

Role: Strategic growth, client acquisition, partnerships

Primary Skills (9):

  • ✅ business-strategy
  • ✅ content-marketing
  • ✅ brand-voice-tone
  • ✅ security-architecture
  • ✅ c4-modeling
  • ✅ secure-development
  • ✅ iso-27001
  • ✅ gdpr
  • ✅ aws-s3-cloudfront

Rationale: Business strategy backed by technical credibility and security expertise for consultative selling.

🏛️ political-analyst (OSINT Specialist)

Role: Open source intelligence, political analysis

Primary Skills (6):

  • ✅ osint-methods
  • ✅ ethical-information-ops
  • ✅ gdpr
  • ✅ data-classification
  • ✅ secure-development
  • ✅ cryptography

Rationale: Intelligence gathering with strong emphasis on ethics, privacy, and data protection.

💻 george-dorn (Developer - Discordian Trinity)

Role: Code implementation, debugging, testing

Primary Skills (9):

  • ✅ testing-strategy
  • ✅ code-review-practices
  • ✅ secure-development
  • ✅ access-control
  • ✅ cryptography
  • ✅ data-classification
  • ✅ github-actions-cicd
  • ✅ c4-modeling
  • ✅ api-documentation

Rationale: Comprehensive development skills with strong focus on testing, security, and quality code.

🔢 simon-moon (Architect - Discordian Trinity)

Role: System architecture, patterns, design

Primary Skills (10):

  • ✅ c4-modeling
  • ✅ security-architecture
  • ✅ documentation-portfolio
  • ✅ api-documentation
  • ✅ secure-development
  • ✅ access-control
  • ✅ cryptography
  • ✅ data-classification
  • ✅ testing-strategy
  • ✅ aws-s3-cloudfront

Rationale: Architectural expertise with comprehensive security, documentation, and design pattern knowledge.

🚢 hagbard-celine (Product Owner - Discordian Trinity)

Role: Product vision, requirements, strategy

Primary Skills (8):

  • ✅ product-documentation
  • ✅ business-strategy
  • ✅ content-marketing
  • ✅ brand-voice-tone
  • ✅ documentation-portfolio
  • ✅ c4-modeling
  • ✅ copilot-agent-patterns
  • ✅ seo-optimization

Rationale: Product strategy and vision with strong documentation and communication skills.

Agents by Skill

Security Skills

secure-development

Used by: task-agent, ui-enhancement-specialist, marketing-specialist, business-development-specialist, political-analyst, george-dorn, simon-moon
Usage: 7/8 agents (87.5%)

access-control

Used by: george-dorn, simon-moon
Usage: 2/8 agents (25%)

data-classification

Used by: ui-enhancement-specialist, political-analyst, george-dorn, simon-moon
Usage: 4/8 agents (50%)

cryptography

Used by: political-analyst, george-dorn, simon-moon
Usage: 3/8 agents (37.5%)

Architecture Skills

c4-modeling

Used by: task-agent, business-development-specialist, george-dorn, simon-moon, hagbard-celine
Usage: 5/8 agents (62.5%)

security-architecture

Used by: task-agent, business-development-specialist, simon-moon
Usage: 3/8 agents (37.5%)

documentation-portfolio

Used by: task-agent, simon-moon, hagbard-celine
Usage: 3/8 agents (37.5%)

Quality Skills

html-css-best-practices

Used by: task-agent, ui-enhancement-specialist, marketing-specialist
Usage: 3/8 agents (37.5%)

accessibility-wcag

Used by: task-agent, ui-enhancement-specialist, marketing-specialist
Usage: 3/8 agents (37.5%)

seo-optimization

Used by: ui-enhancement-specialist, marketing-specialist, hagbard-celine
Usage: 3/8 agents (37.5%)

Deployment Skills

aws-s3-cloudfront

Used by: ui-enhancement-specialist, marketing-specialist, business-development-specialist, simon-moon
Usage: 4/8 agents (50%)

github-actions-cicd

Used by: task-agent, ui-enhancement-specialist, marketing-specialist, george-dorn
Usage: 4/8 agents (50%)

Compliance Skills

iso-27001

Used by: task-agent, business-development-specialist
Usage: 2/8 agents (25%)

gdpr

Used by: marketing-specialist, business-development-specialist, political-analyst
Usage: 3/8 agents (37.5%)

Business Skills

business-strategy

Used by: task-agent, business-development-specialist, hagbard-celine
Usage: 3/8 agents (37.5%)

content-marketing

Used by: marketing-specialist, business-development-specialist, hagbard-celine
Usage: 3/8 agents (37.5%)

brand-voice-tone

Used by: marketing-specialist, business-development-specialist, hagbard-celine
Usage: 3/8 agents (37.5%)

Intelligence Skills

osint-methods

Used by: political-analyst
Usage: 1/8 agents (12.5%) - Highly specialized

ethical-information-ops

Used by: political-analyst
Usage: 1/8 agents (12.5%) - Highly specialized

Development Skills

testing-strategy

Used by: george-dorn, simon-moon
Usage: 2/8 agents (25%)

code-review-practices

Used by: george-dorn
Usage: 1/8 agents (12.5%)

Documentation Skills

product-documentation

Used by: hagbard-celine
Usage: 1/8 agents (12.5%)

api-documentation

Used by: george-dorn, simon-moon
Usage: 2/8 agents (25%)

Integration Skills

mcp-server-integration

Used by: task-agent
Usage: 1/8 agents (12.5%)

copilot-agent-patterns

Used by: task-agent, hagbard-celine
Usage: 2/8 agents (25%)

Coverage Analysis

Skills Usage Distribution

High Usage (5+ agents):

  • secure-development: 7 agents (87.5%)
  • c4-modeling: 5 agents (62.5%)

Medium Usage (3-4 agents):

  • data-classification: 4 agents
  • aws-s3-cloudfront: 4 agents
  • github-actions-cicd: 4 agents
  • html-css-best-practices: 3 agents
  • accessibility-wcag: 3 agents
  • seo-optimization: 3 agents
  • security-architecture: 3 agents
  • documentation-portfolio: 3 agents
  • gdpr: 3 agents
  • business-strategy: 3 agents
  • content-marketing: 3 agents
  • brand-voice-tone: 3 agents
  • cryptography: 3 agents

Low Usage (1-2 agents):

  • access-control: 2 agents
  • iso-27001: 2 agents
  • testing-strategy: 2 agents
  • api-documentation: 2 agents
  • copilot-agent-patterns: 2 agents
  • code-review-practices: 1 agent (specialized)
  • osint-methods: 1 agent (specialized)
  • ethical-information-ops: 1 agent (specialized)
  • product-documentation: 1 agent (specialized)
  • mcp-server-integration: 1 agent (specialized)

Agent Skills Count

Comprehensive (9+ skills):

  • marketing-specialist: 9 skills
  • business-development-specialist: 9 skills
  • george-dorn: 9 skills
  • simon-moon: 10 skills
  • task-agent: 11 skills

Moderate (7-8 skills):

  • ui-enhancement-specialist: 7 skills
  • hagbard-celine: 8 skills

Specialized (6 skills):

  • political-analyst: 6 skills (highly specialized domain)

Coverage Insights

  1. Security is Universal: secure-development used by 87.5% of agents
  2. Business Skills Well-Distributed: business-strategy, content-marketing, brand-voice-tone each used by 3 agents
  3. Specialized Skills Appropriately Scoped: OSINT, product-documentation, code-review focused on specific agents
  4. Architecture Knowledge Shared: c4-modeling widely used for understanding system design

Integration Patterns

Pattern 1: Orchestrator-Specialist

graph TB
    TaskAgent[task-agent<br/>11 skills]:::orchestrator
    
    TaskAgent --> UISpec[ui-enhancement-specialist<br/>7 skills]:::specialist
    TaskAgent --> MarketSpec[marketing-specialist<br/>9 skills]:::specialist
    TaskAgent --> BizDev[business-development-specialist<br/>9 skills]:::specialist
    TaskAgent --> PolAnalyst[political-analyst<br/>6 skills]:::specialist
    
    classDef orchestrator fill:#9C27B0,stroke:#9C27B0,stroke-width:3px,color:#fff
    classDef specialist fill:#2196F3,stroke:#2196F3,stroke-width:2px,color:#fff
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task-agent uses broad skill coverage to:

  1. Analyze repository comprehensively
  2. Identify improvement opportunities
  3. Create appropriately scoped issues
  4. Delegate to specialists with relevant skills

Pattern 2: Discordian Trinity Collaboration

graph LR
    Hagbard[hagbard-celine<br/>Product Owner<br/>8 skills]:::trinity
    Simon[simon-moon<br/>Architect<br/>10 skills]:::trinity
    George[george-dorn<br/>Developer<br/>9 skills]:::trinity
    
    Hagbard -->|vision & requirements| Simon
    Simon -->|architecture & design| George
    George -->|implementation & feedback| Hagbard
    
    classDef trinity fill:#FF9800,stroke:#FF9800,stroke-width:3px,color:#fff
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Shared Skills:

  • c4-modeling (all 3)
  • secure-development (simon + george)
  • api-documentation (simon + george)

Unique Skills:

  • hagbard: product-documentation, business-strategy, content-marketing, brand-voice-tone
  • simon: security-architecture, documentation-portfolio, cryptography
  • george: testing-strategy, code-review-practices, github-actions-cicd

Pattern 3: Marketing & Business Alignment

graph TB
    Marketing[marketing-specialist<br/>9 skills]:::marketing
    BizDev[business-development-specialist<br/>9 skills]:::marketing
    
    Shared[Shared Skills:<br/>- content-marketing<br/>- brand-voice-tone<br/>- seo-optimization<br/>- secure-development<br/>- gdpr<br/>- aws-s3-cloudfront]:::shared
    
    Marketing --> Shared
    BizDev --> Shared
    
    classDef marketing fill:#4CAF50,stroke:#4CAF50,stroke-width:2px,color:#fff
    classDef shared fill:#FFC107,stroke:#FFC107,stroke-width:2px,color:#000
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marketing-specialist and business-development-specialist share 6 skills for consistent messaging and strategy.

Pattern 4: Security-First Development

graph TB
    SecDev[secure-development<br/>Used by 7/8 agents]:::security
    
    SecDev --> UI[ui-enhancement-specialist]:::agent
    SecDev --> Marketing[marketing-specialist]:::agent
    SecDev --> BizDev[business-development-specialist]:::agent
    SecDev --> Political[political-analyst]:::agent
    SecDev --> George[george-dorn]:::agent
    SecDev --> Simon[simon-moon]:::agent
    SecDev --> Task[task-agent]:::agent
    
    classDef security fill:#D32F2F,stroke:#D32F2F,stroke-width:3px,color:#fff
    classDef agent fill:#607D8B,stroke:#607D8B,stroke-width:1px,color:#fff
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secure-development is universally applied across nearly all agents, ensuring security-by-design in every domain.

Maintenance & Updates

When to Update This Matrix

  1. New Agent Added: Add row to "Skills by Agent", update "Agents by Skill" counts
  2. New Skill Added: Add to relevant category, assign to appropriate agents
  3. Agent Scope Changes: Review and update skill assignments
  4. Skill Deprecation: Remove from matrix, update agents

Validation Checklist

  • All 8 agents listed
  • All 23 skills listed
  • Each agent has appropriate skill coverage for its role
  • Specialized skills assigned to correct agents
  • Universal skills (secure-development) widely distributed
  • No agent lacks critical skills for its domain
  • Coverage percentages accurate

Review Schedule

  • Monthly: Quick review for new skills or agents
  • Quarterly: Comprehensive audit of skill assignments
  • Annually: Strategic review of agent roles and skills coverage

Related Documentation

Maintained by: Hack23 AB Development Team
License: Apache-2.0
Version: 1.0.0 (2026-02-06)