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pi/.pi/agent/skills/local-scout/SKILL.md

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+---
+name: local-scout
+description: "Delegates codebase exploration to the local scout subagent (runs on a fast local Qwen model with QMD + opty tools). Load this skill only when the user explicitly asks to use scout, use local scout, or scout a task. Do NOT load automatically for general exploration — only when scout is explicitly requested."
+---
+
+# Local Scout
+
+Delegate codebase exploration to the `scout` subagent, which runs on a fast local model (Qwen) augmented with semantic search via QMD and HDC-indexed context retrieval via opty. It is cheap, fast, and keeps the main context clean.
+
+## When to use
+
+- User says "use scout to find …", "scout: …", or "use local scout"
+- You need to gather broad codebase context before planning
+- The task is primarily "look around the codebase" rather than making precise edits
+
+## How to invoke
+
+```javascript
+subagent({ agent: "scout", task: "Find and summarize the authentication flow" })
+```
+
+The scout writes its findings to `context.md` and returns a summary. Use the summary or read `context.md` for the full structured output.
+
+## Tips
+
+- Be specific in the task description — the scout infers thoroughness from it
+- For deep traces, prefix with "Thorough:" e.g. `"Thorough: trace all usages of X"`
+- For quick lookups, prefix with "Quick:" e.g. `"Quick: where is the config loaded?"`
+- Do your own reading only when you need precise line-level content to reference in your response