agent-hub

Use this when complex problem-solving, root cause analysis, strategic decision-making, or systematic thinking is needed. Applies 15 thinking methods with multi-agent orchestration and Clear-Thought MCP integration for enhanced analysis quality.

Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.

Apply Progressive Disclosure principles to organize large documentation projects. Restructure docs into hierarchical structure, reduce token usage by 95%+, and create README files for navigation.

Use when planning market entry, designing PMF strategy, or applying Toss's 16-question framework. Includes Pain Point Score, Trojan Horse path, 10x improvement guide.

Use when preparing executive reports, evaluating investments, or calculating ROI/break-even/payback period. 30-minute analysis (87.5% time saving). Includes scenario analysis.

Keyword-based automatic skill detection and activation system for Claude conversations

Generate standardized document templates (DOCUMENT, TECHNICAL, PROPOSAL, RESEARCH, SECURITY-QA, INDEX) with YAML frontmatter, Quick Reference sections, and consistent structure for professional documentation.

Use when planning market strategy, learning from Toss's 7 success patterns (Pain Point, Trojan Horse, Friction Removal, Viral Loop, Data-Driven, Ecosystem, Regulation).

Use when researching markets, analyzing competitors, comparing technologies, or finding case studies. Ensures all findings include credible sources and URLs.