continual learning setup

commands/setup-agent.md

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+---
+description: Analyze codebase and set up the learning agent (run once after install)
+allowed-tools: Read, Grep, Glob, Edit
+---
+
+# Initial Codebase Assessment
+
+You are setting up the continual learning agent for this codebase. This is a one-time setup that analyzes the project and configures the agent.
+
+## Your Task
+
+### 1. Analyze the Codebase Structure
+
+Explore the project to understand:
+- **Directory structure**: What are the key directories and their purposes?
+- **Tech stack**: What languages, frameworks, and libraries are used?
+- **Configuration files**: Find package.json, tsconfig.json, pyproject.toml, Cargo.toml, etc.
+- **Build tools**: How is the project built and tested?
+- **Entry points**: Where does the application start?
+
+### 2. Discover Conventions
+
+Look for patterns in the existing code:
+- **Code style**: Indentation, naming conventions, file organization
+- **Architectural patterns**: MVC, component-based, microservices, etc.
+- **Testing patterns**: How are tests structured? What testing frameworks?
+- **Documentation patterns**: How is code documented?
+
+### 3. Update the Skill File
+
+Edit `.claude/skills/codebase-agent/SKILL.md` and replace the `## Codebase Context` section with your findings:
+
+```markdown
+## Codebase Context
+
+### Architecture
+[Brief overview of the architecture]
+
+### Tech Stack
+- **Language(s)**: [e.g., TypeScript, Python]
+- **Framework(s)**: [e.g., React, FastAPI]
+- **Key Libraries**: [important dependencies]
+
+### Key Directories
+- `src/` - [purpose]
+- `tests/` - [purpose]
+- [etc.]
+
+### Build & Test Commands
+- Build: `[command]`
+- Test: `[command]`
+- Lint: `[command]`
+
+### Conventions
+- [Convention 1]
+- [Convention 2]
+```
+
+### 4. Initialize Learnings
+
+Edit `.claude/skills/codebase-agent/learnings.md` and add any initial observations:
+- Obvious patterns you notice in the code
+- Potential edge cases visible in the structure
+- Tech stack insights that would be helpful to remember
+
+## Output
+
+After completing the assessment:
+1. Summarize what you learned about the codebase
+2. Confirm the skill file has been updated
+3. Note any initial learnings added
+
+The agent is now ready for coding. Future sessions will automatically accumulate more learnings!