skill-knowledge-work

# Knowledge Work Mode - Context Override Skill ## Context Auto-Detection (v7.8+) **Claude Octopus now auto-detects work context!** The system analyzes your prompt and project to determine whether you're in a **Dev Context** (code-focused) or **Knowledge Context** (research/strategy-focused). **You typically don't need this skill** - context is detected automatically when you use: - `octo research X` - Auto-detects dev vs knowledge research - `octo build X` - Auto-detects code vs document building - `octo review X` - Auto-detects code vs document review ## When to Use This Override **Use ONLY when auto-detection is wrong:** - Auto-detection chose Dev but you want Knowledge behavior - Auto-detection chose Knowledge but you want Dev behavior - You want to force a specific context for the entire session ## Override Commands ### Force Knowledge Context ```bash /octo:km on ``` All subsequent workflows will use Knowledge Context until reset. ### Force Dev Context ```bash /octo:km off ``` All subsequent workflows will use Dev Context until reset. ### Return to Auto-Detection ```bash /octo:km auto ``` Context detection returns to automatic mode. ### Check Current Status ```bash /octo:km ``` Shows current mode (auto, knowledge, or dev). ## How Auto-Detection Works When you use any `octo` workflow, context is detected by analyzing: 1. **Prompt Content** (strongest signal): - Knowledge indicators: "market", "ROI", "stakeholders", "strategy", "personas", "presentation", "r...