SKILL.md
ISB Technology
Compact router for isb technology domain knowledge. Scan the priority table below, then load specific rule files from rules/ as needed.
Priority Table
| Priority | Section | Files | Key Concepts |
|---|---|---|---|
| CRITICAL | Artificial Intelligence & Machine Learning | 8 | Agentic AI, AI Business Applications, AI Ethics and Governance |
| HIGH | Data Science & Analytics | 5 | Analytics Maturity Model, Data Architecture, Data as Strategic Asset |
| MEDIUM | Cloud Computing & Infrastructure | 9 | APIs and Integration, Cloud Economics, Cloud Service Models |
| MEDIUM | Emerging & Advanced Technologies | 5 | Blockchain and Web3, Edge Computing, Extended Reality (AR/VR) |
| HIGH | Digital Innovation & Transformation | 6 | 5 DIGITAL TRANSFORMATION, Digital Business Models, Digital Strategy |
| HIGH | Agile Development & Product Management | 9 | Agile Fundamentals, Alternative Methodologies, Blockchain and Web3 (Additional Details) |
| MEDIUM | Operating Approach | 8 | Balancing Innovation with Operational Ef, Build vs Buy vs Partner Decisions, Connecting Technology to Business Value |
| MEDIUM | Security & Governance | 4 | Cyber Insurance, Incident Response, Insider Threats and Monitoring |
Quick Reference by Category
Artificial Intelligence & Machine Learning (ai-*)
- [[rules/ai-agentic-ai.md|Agentic AI]]
- [[rules/ai-ai-business-applications.md|AI Business Applications]]
- [[rules/ai-ai-ethics-and-governance.md|AI Ethics and Governance]]
- [[rules/ai-ai-fundamentals.md|AI Fundamentals]]
- [[rules/ai-generative-ai-and-large-language-models-llms.md|Generative AI and Large Language Models (LLMs)]]
- [[rules/ai-natural-language-processing-nlp.md|Natural Language Processing (NLP)]]
- [[rules/ai-neural-networks.md|Neural Networks]]
- [[rules/ai-reinforcement-learning-rl.md|Reinforcement Learning (RL)]]
Data Science & Analytics (data-*)
- [[rules/data-analytics-maturity-model.md|Analytics Maturity Model]]
- [[rules/data-data-architecture.md|Data Architecture]]
- [[rules/data-data-as-strategic-asset.md|Data as Strategic Asset]]
- [[rules/data-data-governance-framework.md|Data Governance Framework]]
- [[rules/data-product-analytics.md|Product Analytics]]
Cloud Computing & Infrastructure (cloud-*)
- [[rules/cloud-apis-and-integration.md|APIs and Integration]]
- [[rules/cloud-cloud-economics.md|Cloud Economics]]
- [[rules/cloud-cloud-service-models.md|Cloud Service Models]]
- [[rules/cloud-cybersecurity.md|Cybersecurity]]
- [[rules/cloud-databases-and-data-infrastructure.md|Databases and Data Infrastructure]]
- [[rules/cloud-deployment-models.md|Deployment Models]]
- [[rules/cloud-migration-strategies.md|Migration Strategies]]
- [[rules/cloud-serverless-computing.md|Serverless Computing]]
- [[rules/cloud-web-apps-and-saas-architecture.md|Web Apps and SaaS Architecture]]
Emerging & Advanced Technologies (emerging-*)
- [[rules/emerging-blockchain-and-web3.md|Blockchain and Web3]]
- [[rules/emerging-edge-computing.md|Edge Computing]]
- [[rules/emerging-extended-reality-arvr.md|Extended Reality (AR/VR)]]
- [[rules/emerging-internet-of-things-iot.md|Internet of Things (IoT)]]
- [[rules/emerging-quantum-computing.md|Quantum Computing]]
Digital Innovation & Transformation (digital-*)
- [[rules/digital-5-digital-transformation.md|5 DIGITAL TRANSFORMATION]]
- [[rules/digital-digital-business-models.md|Digital Business Models]]
- [[rules/digital-digital-strategy.md|Digital Strategy]]
- [[rules/digital-digital-transformation.md|Digital Transformation]]
- [[rules/digital-disruptive-innovation.md|Disruptive Innovation]]
- [[rules/digital-technology-adoption-lifecycle.md|Technology Adoption Lifecycle]]
Agile Development & Product Management (agile-*)
- [[rules/agile-agile-fundamentals.md|Agile Fundamentals]]
- [[rules/agile-alternative-methodologies.md|Alternative Methodologies]]
- [[rules/agile-blockchain-and-web3-additional-details.md|Blockchain and Web3 (Additional Details)]]
- [[rules/agile-cloud-economics-and-cost-optimization.md|Cloud Economics and Cost Optimization]]
- [[rules/agile-product-analytics-deep-dive.md|Product Analytics Deep Dive]]
- [[rules/agile-product-management-essentials.md|Product Management Essentials]]
- [[rules/agile-scrum-framework.md|Scrum Framework]]
- [[rules/agile-serverless-and-edge-computing.md|Serverless and Edge Computing]]
- [[rules/agile-user-stories-and-prioritization.md|User Stories and Prioritization]]
Operating Approach (operating-*)
- [[rules/operating-balancing-innovation-with-operational-efficiency.md|Balancing Innovation with Operational Efficiency]]
- [[rules/operating-build-vs-buy-vs-partner-decisions.md|Build vs Buy vs Partner Decisions]]
- [[rules/operating-connecting-technology-to-business-value.md|Connecting Technology to Business Value]]
- [[rules/operating-considering-organizational-capability.md|Considering Organizational Capability]]
- [[rules/operating-data-as-strategic-asset.md|Data as Strategic Asset]]
- [[rules/operating-ethical-implications-of-technology.md|Ethical Implications of Technology]]
- [[rules/operating-evaluating-roi-and-implementation-timelines.md|Evaluating ROI and Implementation Timelines]]
- [[rules/operating-explaining-technical-concepts-in-business-terms.md|Explaining Technical Concepts in Business Terms]]
Security & Governance (security-*)
- [[rules/security-cyber-insurance.md|Cyber Insurance]]
- [[rules/security-incident-response.md|Incident Response]]
- [[rules/security-insider-threats-and-monitoring.md|Insider Threats and Monitoring]]
- [[rules/security-security-culture-building.md|Security Culture Building]]
Usage
- Scan this SKILL.md to identify relevant sections
- Read
rules/_sections.mdfor the full index with impact levels - Load specific rule files from
rules/directory as needed - Each rule file is self-contained with one concept, examples, and formulas