菜单
This skill should be used when the user asks to "save project context", "load memories", "persist knowledge", "remember this for next session", "update architecture notes", or mentions Serena's write_memory, read_memory, list_memories, edit_memory tools.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Comprehensive business research for market analysis, competitor intelligence, trend detection, and idea validation. Triggers on research requests, market sizing questions, competitor analysis needs, idea validation, TAM/SAM/SOM calculations, SWOT analysis, and timing assessments. Use when building business cases, evaluating opportunities, or validating product ideas.
Plan execution methodology and verification strategies. Triggers on: "execute plan", "implement plan", "run plan", "follow the plan", "start implementation", "continue execution", "resume plan". Provides execution patterns, progress tracking, and error handling strategies.
Implementation planning methodology and patterns. Triggers on: "plan", "design", "architect", "structure", "how should I implement", "before I start coding", "implementation plan", "feature planning", "break down this feature". Provides planning patterns, templates, and analysis strategies.
Test-Driven Development methodology and patterns. Triggers on: "tdd", "test first", "write tests", "failing test", "red green refactor", "test driven", "test before", "coverage", "unit test", "feature test", "widget test". Provides TDD patterns for Laravel (PHPUnit/Pest), Flutter, and Vue (Vitest/Jest).
Create a well-formatted commit following project conventions. Auto-detects commit style from git history.
Review uncommitted code changes for bugs, security vulnerabilities, and quality issues. Use before commits or when asked to review code.
| name | serena-memory |
| description | This skill should be used when the user asks to "save project context", "load memories", "persist knowledge", "remember this for next session", "update architecture notes", or mentions Serena's write_memory, read_memory, list_memories, edit_memory tools. |
| Operation | Tool |
|---|---|
| Save knowledge | write_memory(key, content) |
| Update existing | edit_memory(key, content) |
| Load knowledge | read_memory(key) |
| List all | list_memories() |
| Remove | delete_memory(key) |
| Key | Purpose |
|---|---|
architecture_overview | System architecture |
code_conventions | Coding standards |
recent_changes | Latest commits |
known_issues | Bugs and workarounds |
test_patterns | Testing conventions |
session_context | Current task (preserved during compaction) |
write_memory(
key="architecture_overview",
content="""
# Project Architecture
## Layers
- API: FastAPI routes in src/api/
- Services: Business logic in src/services/
- Models: SQLAlchemy models in src/models/
## Key Patterns
- Dependency injection via FastAPI Depends
- Repository pattern for data access
## Entry Points
- Main app: src/main.py
- CLI: src/cli.py
"""
)
write_memory(
key="code_conventions",
content="""
# Code Conventions
- snake_case for functions/variables
- PascalCase for classes
- Type hints required for public functions
- Docstrings in Google style
- Tests in tests/ mirror src/ structure
"""
)