/strategic-research

🧠 Strategic Research & Wisdom Engine

> **Source**: Daniel Miessler's Fabric / AI Research SKILLs / strategic-problem-solving

This skill enables the Agent to perform deep analytical thinking, extract "wisdom" from complex data, and simulate strategic decision-making.

🏛️ 1. Analytical Patterns (Fabric Inspired)

• **Extract Wisdom**: Scan text for core claims, unconventional insights, and actionable advice.
• **Root Cause Analysis**: Use the "5 Whys" method to identify the true source of a technical or business problem.
• **Pattern Recognition**: Identify recurring architectural failures across different modules.

🔬 2. AI Research Workflow

• **Paper Summarization**: Break down technical whitepapers into: Abstract, Methodology, Key Findings, and Implications for this project.
• **Competitor Intelligence**: (Search-based) Analyze similar tools/frameworks to find feature gaps or differentiation opportunities.
• **Feasibility Audit**: Before implementing a high-cost feature, evaluate: API limitations, token usage, and alternative open-source models.

🧭 3. Strategic Decision Framework

When asked to `/brainstorm` or `/plan`: 1. **Identify the Core Objective**: What is the most important outcome? 2. **First-Principles Thinking**: Break the problem down into fundamental truths. 3. **Simulate Scenarios**: "If we go with Option A, what happens in 6 months?" 4. **Second-Order Effects**: Consider not just the immediate result, but the consequences of that result.

📝 4. Pattern Library (Pattern-Based Execution)

Use these structured output types:

• `summarize_wisdom`: Concise, bulleted insights.
• `create_strategy_roadmap`: Phased implementation plan with risk assessment.
• `analyze_codebase_debt`: Identification of non-obvious technical debt.

--- *Created by Antigravity Orchestrator - Powered by Strategic Wisdom Patterns.*