skills.rest
NEXTAltair
NEXTAltairCOMMUNITY
Explore all skills by this author →
GitHub

mcp-serena-fast-ops

Apply Serena MCP fast operations for symbol search, memory read/write, and code edits in LoRAIro projects.

1|Updated May 3, 2024
Search Tags:#developer tools#code analysis#refactoring#AI assistant#memory management#symbol search#code editing
One-click install
npx skills add https://github.com/NEXTAltair/LoRAIro --skill mcp-serena-fast-ops
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-serena-fast-ops
Source: https://github.com/NEXTAltair/LoRAIro/tree/main/.claude/skills/mcp-serena-fast-ops
Command: npx skills add https://github.com/NEXTAltair/LoRAIro --skill mcp-serena-fast-ops

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill eliminates slow, manual code navigation and editing, and the challenge of maintaining context during complex development tasks. It provides rapid access to code and project memory, significantly reducing cognitive load and speeding up your workflow.

Core Features & Use Cases

  • Rapid Code Exploration: Quickly find symbols (classes, functions) and understand file structures within the LoRAIro project.
  • Contextual Memory Management: Read and write short-term project notes and progress, ensuring seamless continuity across tasks.
  • Symbol-Level Editing: Perform precise code modifications like replacing symbol bodies or inserting new code with high accuracy.
  • Use Case: When debugging an unfamiliar codebase, use find_symbol to locate relevant functions, read_memory to recall previous debugging attempts, and replace_symbol_body for quick, targeted fixes.

Quick Start

Example: Get an overview of a file's symbols

mcp__serena__get_symbols_overview( relative_path="src/lorairo/gui/widgets/thumbnail_widget.py" )

Example: Record your current progress

mcp__serena__write_memory( memory_name="active-development-tasks", content="Refactoring ThumbnailWidget: Implemented clear_selection." )

Frequently Asked Questions about mcp-serena-fast-ops

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I quickly search for symbols and functions in a large codebase?▼

Symbol search lets you locate classes and functions by name across your repository in seconds. Use `find_symbol` to pinpoint relevant code without manual navigation, then `get_symbols_overview` to understand file structure and available symbols at a glance.

Can I edit code directly without leaving my development environment?▼

Symbol-level editing enables precise code modifications through operations like `replace_symbol_body`, `insert_after_symbol`, and `insert_before_symbol`. Make targeted changes to function bodies or insert code adjacent to existing symbols without manual file editing.

How do I maintain context and notes while working across multiple code tasks?▼

Memory management via `read_memory` and `write_memory` stores short-term project notes and progress. Record debugging attempts, refactoring steps, or task status to reduce cognitive load and maintain continuity across complex development sessions.

What's the fastest way to find where a symbol is referenced in my codebase?▼

Pattern search and reference tracking through `find_referencing_symbols` and `search_for_pattern` reveal how symbols are used throughout your repository. Quickly identify dependencies and usage patterns to understand impact before making changes.

Does this work with unfamiliar codebases I need to debug quickly?▼

Yes. Rapid code exploration combines `find_symbol` for locating functions, `list_dir` for file structure inspection, and `read_memory` to recall previous debugging attempts. This workflow is designed to accelerate familiarization with unknown projects in 1–3 seconds per operation.

What are the limitations on code editing scope and file size?▼

Editing operates at symbol level—functions, classes, and method bodies—not arbitrary line ranges. The Skill handles symbol-scoped operations within LoRAIro projects; very large symbol definitions may require inspection via `get_symbols_overview` before bulk edits.

Related Skills

Explore More Software Engineering Skills→
AradotsoAradotso
7

jcodemunch-mcp-code-retrieval

Index GitHub repositories with tree-sitter AST parsing and retrieve exact code symbol implementations.

Official
Intermediate
haowang020110haowang020110
1

edit-code

Modify code files with backups, inline notes, and user approval.

Community
Intermediate
anymouschinaanymouschina
523

agents-team-book-metadata

Extract and validate chapter-level novel metadata with a dual-agent workflow.

Community
Advanced
foundry-worksfoundry-works
4

foundry-refactor

Refactor code across files using LSP-based reference analysis.

Official
Advanced