Search

PythonReactSEOPDF
GitHub Skill

serena

Structured problem-solving with Serena MCP

shunkakinoki☆ 6 Repository stars1 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

/serena — Problem-solving with Serena MCP

Use Serena MCP for structured app development and debugging.

Usage

/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

Options

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

Problem Detection

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

Workflow

  1. Auto-detect problem type
  2. Use Serena MCP tools for code analysis
  3. Research with Context7 if needed
  4. Provide actionable solution
  5. Create todos if -s flag used

Guidelines

  • Use -q for simple problems (saves tokens)
  • Use --focus=AREA for domain-specific analysis
  • Combine related problems in single session

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-01-26
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

chat Comments (0)

chat_bubble_outline

No comments yet. Be the first to share your thoughts!