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Structured problem-solving with Serena MCP
Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.
Basé sur la classification professionnelle SOC
| name | serena |
| allowed-tools | Read, Glob, Grep, Edit, MultiEdit, Write, Bash, TodoWrite, mcp__serena__*, mcp__context7__* |
| description | 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 analysisTurn complex work into a goal-first plan with parallel agents and synthesized results
Capture and send screenshots from remote macOS nodes without context bloat
Interview user in-depth to create a detailed spec
Generate changeset entries following Changesets semantics
Validate commit messages against conventional commit format
Create GitHub PRs with proper formatting, labeling, and quality checks