Structured problem-solving with Serena MCP
Use Serena MCP for structured app development and debugging.
/serena <problem> [options]
/serena debug "memory leak" # 5-8 thoughts
/serena design "auth system" # 8-12 thoughts
/serena implement "add feature" # 6-10 thoughts
/serena review "optimize code" # 4-7 thoughts
| Flag | Mode | Use Case |
|------|------|----------|
| -q | Quick (3-5 thoughts) | Simple bugs |
| -d | Deep (10-15 thoughts) | Complex systems |
| -c | Code-focused | Refactoring |
| -s | Step-by-step | Full features |
| -v | Verbose | Show process |
| -r | Research | Tech decisions |
| -t | Todos | Create task list |
| Keywords | Pattern | Thoughts | |----------|---------|----------| | error, bug, broken | Debug | 5-8 | | architecture, system | Design | 8-12 | | build, create, add | Implement | 6-10 | | performance, slow | Optimize | 4-7 | | analyze, check | Review | 4-7 |
-s flag used-q for simple problems (saves tokens)--focus=AREA for domain-specific analysisSearch for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer