关于 bad-example-skill
用于教学的反模式技能,展示技能如何依赖目录结构或其他技能。面向检查技能自包含性的作者,并以修正方法对照说明常见违规问题。
主要功能
- 01说明相对路径依赖风险
- 02解释内容缺失问题
- 03指出技能硬依赖
- 04介绍跨技能导入问题
- 05提供自包含性检查
适用场景
- 01检查技能是否存在部署耦合
- 02查找相对路径假设
- 03评估示例是否自包含
安装
复制下面的命令,在终端中运行。
$
npx skills add https:/ / github.com/ bobmatnyc/ claude-mpm-skills --skill bad-example-skill安装后在 Claude Code 中输入/bad-example-skill确认已加载。
附带文件metadata.jsonREADME.md
详细介绍
⚠️ 错误示例 - 相互依赖的技能(反面模式)
警告:这是一个展示错误做法的反面模式示例。
请勿复制此结构。正确做法请参阅 good-self-contained-skill。
❌ 违规 #1:相对路径依赖
## Related Documentation
For setup instructions, see [../setup-skill/SKILL.md](../setup-skill/SKILL.md)
For testing patterns, see:
- [../../testing/pytest-patterns/](../../testing/pytest-patterns/)
- [../../testing/test-utils/](../../testing/test-utils/)
Database integration: [../../data/database-skill/](../../data/database-skill/)
错误原因:
- ❌ 使用相对路径(
../、../../) - ❌ 假设目录结构是分层的
- ❌ 在扁平化部署(
~/.claude/skills/)中失效 - ❌ 技能独立部署时链接会失效
正确做法:
## Complementary Skills
Consider these related skills (if deployed):
- **setup-skill**: Installation and configuration patterns
- **pytest-patterns**: Testing framework and fixtures
- **database-skill**: Database integration patterns
*Note: All skills are independently deployable.*
❌ 违规 #2:缺少必要内容
## Testing
This skill uses pytest for testing.
**See pytest-patterns skill for all testing code.**
To write tests for this framework, install pytest-patterns skill
and refer to its documentation.
错误原因:
- ❌ 未包含实际的测试模式
- ❌ 要求用户拥有另一个技能
- ❌ 缺少其他技能时,该技能并不完整
- ❌ 用“参见其他技能”代替内联内容
正确做法:
## Testing (Self-Contained)
**Essential pytest pattern** (inlined):
```python
import pytest
from example_framework.testing import TestClient
@pytest.fixture
def client():
"""Test client fixture."""
return TestClient(app)
def test_home_route(client):
"""Test homepage."""
response = client.get("/")
assert response.status_code == 200
assert response.json() == {"message": "Hello"}
高级 fixture(如果已部署 pytest-patterns 技能):
- 参数化 fixture
- 数据库会话 fixture
- Mock fixture
全面的模式请参阅 pytest-patterns 技能。
---
## ❌ VIOLATION #3: Hard Skill Dependencies
```markdown
## Prerequisites
**Required Skills**:
1. **setup-skill** - Must be installed first
2. **database-skill** - Required for database operations
3. **pytest-patterns** - Required for testing
Install all required skills before using this skill:
```bash
claude-code skills add setup-skill database-skill pytest-patterns
没有这些依赖项,该技能将无法运行。
**Why This is Wrong**:
- ❌ Lists other skills as "Required"
- ❌ Skill doesn't work standalone
- ❌ Creates deployment coupling
- ❌ Violates self-containment principle
**Correct Approach**:
```markdown
## Prerequisites
**External Dependencies**:
```bash
pip install example-framework pytest sqlalchemy
互补技能
使用此技能时,可考虑使用(如果已部署):
- setup-skill:高级配置模式(可选)
- database-skill:ORM 模式和优化(可选)
- pytest-patterns:测试增强功能(可选)
此技能可独立完整运行。
---
## ❌ VIOLATION #4: Cross-Skill Imports
```python
"""
Bad example - importing from other skills.
"""
# ❌ DON'T DO THIS
from skills.database_skill import get_db_session
from skills.pytest_patterns import fixture_factory
from ..shared.utils import validate_input
# Using imported patterns
@app.route("/users")
def create_user(data):
# Requires database-skill to be installed
with get_db_session() as session:
user = User(**data)
session.add(user)
return user.to_dict()
错误原因:
- ❌ 从其他技能导入内容
- ❌ 没有其他技能时,代码无法运行
- ❌ 造成运行时依赖
- ❌ 违反 Python 模块边界
正确做法:
"""
Good example - self-contained implementation.
"""
from contextlib import contextmanager
# ✅ Include pattern directly in this skill
@contextmanager
def get_db_session():
"""Database session context manager (self-contained)."""
db = SessionLocal()
try:
yield db
db.commit()
except Exception:
db.rollback()
raise
finally:
db.close()
@app.route("/users")
def create_user(data):
# Works independently
with get_db_session() as session:
user = User(**data)
session.add(user)
return user.to_dict()
❌ 违规 #5:对分层目录结构的假设
## Project Structure
This skill is located in:
toolchains/python/frameworks/bad-example-skill/
**Navigate to parent directories for related skills**:
- `../` - Other framework skills
- `../../testing/` - Testing skills
- `../../data/` - Database skills
**All skills in `toolchains/python/frameworks/` are related to this skill.**
错误原因:
- ❌ 假设存在特定的目录结构
- ❌ 使用相对路径提供导航说明
- ❌ 无法在扁平化部署中运行
- ❌ 混淆部署位置与技能之间的关系
正确做法:
## Related Skills
**Complementary Python Framework Skills** (informational):
- **fastapi-patterns**: Web framework patterns
- **django-patterns**: Full-stack framework patterns
- **flask-patterns**: Micro-framework patterns
**Testing Skills**:
- **pytest-patterns**: Testing framework
- **test-driven-development**: TDD workflow
*Note: Skills are independently deployable. Directory structure may vary.*
❌ 违规 #6:示例不完整
# Database setup
# (See database-skill for complete implementation)
class User(db.Model):
# ... see database-skill for model definition ...
pass
# Testing
# (See pytest-patterns for test examples)
def test_user():
# ... see pytest-patterns for fixtures ...
pass
# Deployment
# (See deployment-skill for production setup)
错误原因:
- ❌ 示例只是代码片段,并非完整代码
- ❌ 用“参见其他技能”代替展示代码
- ❌ 用户无法复制粘贴并运行
- ❌ 技能没有提供实际的实现指导
正确做法:
# Complete database model (self-contained)
from sqlalchemy import Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
Base = declarative_base()
class User(Base):
"""User model - complete implementation."""
__tablename__ = "users"
id = Column(Integer, primary_key=True)
username = Column(String(80), unique=True, nullable=False)
email = Column(String(120), unique=True, nullable=False)
def to_dict(self):
return {
"id": self.id,
"username": self.username,
"email": self.email
}
# Complete test example (self-contained)
import pytest
from example_framework.testing import TestClient
@pytest.fixture
def client():
return TestClient(app)
def test_create_user(client):
"""Test user creation - complete working test."""
response = client.post("/users", json={
"username": "testuser",
"email": "[email protected]"
})
assert response.status_code == 201
assert response.json()["username"] == "testuser"
# Complete deployment example (self-contained)
import os
class ProductionConfig:
DEBUG = False
SECRET_KEY = os.getenv("SECRET_KEY")
DATABASE_URL = os.getenv("DATABASE_URL")
app = App(config=ProductionConfig())
# Run with: gunicorn -w 4 app:app
❌ 违规 #7:引用目录包含跨技能路径
bad-example-skill/
├── SKILL.md
├── metadata.json
└── references/
├── testing.md # Contains: ../../pytest-patterns/
├── database.md # Contains: ../../database-skill/
└── deployment.md # Contains: ../../../universal/deployment/
references/testing.md 的内容:
# Testing Patterns
For complete testing patterns, see:
- [Pytest Patterns](../../pytest-patterns/SKILL.md)
- [TDD Workflow](../../../universal/testing/test-driven-development/)
Refer to those skills for all testing code.
错误原因:
- ❌ 引用目录中包含跨技能路径
- ❌ 渐进式披露会引导到技能之外
- ❌ 在扁平化部署中失效
- ❌ 引用内容并非自包含
正确做法:
good-example-skill/
├── SKILL.md
├── metadata.json
└── references/
├── advanced-patterns.md # All about THIS skill
├── api-reference.md # THIS skill's API
└── examples.md # THIS skill's examples
references/advanced-patterns.md 应包含:
# Advanced Testing Patterns
**Advanced pytest fixtures** (this skill):
```python
# Parametrized test fixture
@pytest.fixture(params=["value1", "value2"])
def data_variants(request):
return request.param
def test_with_variants(data_variants):
# Test with multiple data variants
assert process(data_variants) is not None
进一步增强(如果已部署 pytest-patterns):
- Fixture 工厂
- 自定义标记
- 插件集成
全面的高级模式请参阅 pytest-patterns 技能。
---
## ❌ VIOLATION #8: metadata.json with Skill Dependencies
```json
{
"name": "bad-example-skill",
"version": "1.0.0",
"requires": [
"setup-skill",
"database-skill",
"pytest-patterns"
],
"self_contained": false,
"dependencies": ["example-framework"],
"notes": [
"This skill requires setup-skill to be installed first",
"Must deploy with database-skill for database operations",
"Won't work without pytest-patterns for testing"
]
}
错误原因:
- ❌ 在“requires”字段中列出其他技能
- ❌
"self_contained": false - ❌ 说明中指出该技能缺少其他技能便无法运行
- ❌ 造成部署耦合
正确做法:
{
"name": "good-example-skill",
"version": "1.0.0",
"requires": [],
"self_contained": true,
"dependencies": ["example-framework", "pytest", "sqlalchemy"],
"complementary_skills": [
"setup-skill",
"database-skill",
"pytest-patterns"
],
"notes": [
"This skill is fully self-contained and works independently",
"All essential patterns are inlined",
"Complementary skills provide optional enhancements"
]
}
违规摘要
| 违规项 | 示例 | 影响 |
|---|---|---|
| 相对路径 | ../../other-skill/ | 在扁平化部署中失效 |
| 缺少内容 | “参见其他技能了解 X” | 内容不完整,无法独立运行 |
| 硬依赖 | “需要 other-skill” | 无法独立部署 |
| 跨技能导入 | from skills.other import | 运行时依赖 |
| 分层结构假设 | “导航到上级目录” | 依赖位置 |
| 不完整示例 | 只有代码片段 | 无法使用 |
| 引用跨技能 | references/ 中包含 ../ | 渐进式披露失效 |
| 元数据依赖 | "requires": ["skill"] | 部署耦合 |
如何修正这些违规
第 1 步:移除所有相对路径
# Find violations
grep -r "\.\\./" bad-example-skill/
# Remove them - use skill names instead
# ❌ [skill](../../skill/SKILL.md)
# ✅ skill (if deployed)
第 2 步:内联必要内容
# Before (wrong):
## Testing
See pytest-patterns skill for all testing code.
# After (correct):
## Testing (Self-Contained)
**Essential pattern** (inlined):
[20-50 lines of actual testing code]
**Advanced patterns** (if pytest-patterns deployed):
- Feature list
*See pytest-patterns for comprehensive guide.*
第 3 步:移除硬依赖
# Before (wrong):
**Required Skills**: pytest-patterns, database-skill
# After (correct):
**Complementary Skills** (optional):
- pytest-patterns: Testing enhancements
- database-skill: ORM optimization
第 4 步:使导入内容自包含
# Before (wrong):
from skills.database import get_db_session
# After (correct):
@contextmanager
def get_db_session():
"""Inlined pattern."""
# Implementation here
第 5 步:更新 metadata.json
// Before (wrong):
{
"requires": ["other-skill"],
"self_contained": false
}
// After (correct):
{
"requires": [],
"self_contained": true,
"complementary_skills": ["other-skill"]
}
验证
修复后,验证内容是否自包含:
# Should return empty (no violations)
grep -r "\.\\./" skill-name/
grep -r "from skills\." skill-name/
grep -i "requires.*skill" skill-name/SKILL.md
# Isolation test
cp -r skill-name /tmp/skill-test/
cd /tmp/skill-test/skill-name
cat SKILL.md # Should be complete and useful
# Metadata check
cat metadata.json | jq '.requires' # Should be [] or external packages only
请参阅正确示例
请勿将此示例用作模板
请改为参阅:
请记住:此示例展示的是错误做法。请始终确保你的技能是自包含的!
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