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Agent Skill · 研究检索

drf(德夫)

drf 用于记录任务执行中的错误、用户纠正、经验和能力缺口,适合在 OpenClaw 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

drf 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 5,577。

总安装 25,272周安装 1,053GitHub Stars 公开资料未说明下载 8,424核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:drf(德夫)
来源仓库:https://github.com/pradeepcep/drf
安装命令:
openclaw skills install drf
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install drf

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

使用 DRF 生成和管理 Django REST API,并提供序列化器、视图集、路由、身份验证、优化和测试的最佳实践。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install drf;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

drf 怎么安装?

在终端执行 openclaw skills install drf。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

drf 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

drf 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

drf 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

drf 用的人多吗?

公开数据是累计安装 25,272 次,近一周安装 1,053 次,下载 8,424 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

drf 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
drf

德夫 · 本页

25,272—需要联网MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
drf
description
Django REST Framework scaffolding best practices, and gotchas.
homepage
https://github.com/pradeepcep/openclaw-drf
metadata
{"clawdbot":{"emoji":"🔥","requires":{"bins":["python3"]},"os":["linux","darwin","win32"]}}

Django REST Framework

This skill details how to generate, configure, and enhance REST APIs using Django + Django REST Framework (DRF). It includes instructions on project setup, API structure, serializers, viewsets, routing, authentication, performance optimization, testing, and common pitfalls.

Overview

Use this skill when you:

  • Start a Django + Django REST Framework (DRF) project
  • Work on a Django project that uses Django REST Framework (DRF)
  • Work on a Python project that lists djangorestframework in its requirements.txt or pyproject.toml
  • Create REST API endpoints in a Django project
  • Add, modify, or apply best practices for serializers, views, viewsets, permissions, authentication, pagination, filtering in a Django project
  • Optimize database queries and API performance in a Django project

Start a Project

1. Create & Activate Virtual Environment

python3 -m venv .venv
source .venv/bin/activate
pip install django djangorestframework
django-admin startproject project .

2. Create an App

python manage.py startapp [appname or "api"]

3. Configure Django REST Framework

Add to settings.py:

INSTALLED_APPS = [
    "rest_framework",
    appname or "api",
]

REST_FRAMEWORK = {
    "DEFAULT_PERMISSION_CLASSES": [
        "rest_framework.permissions.IsAuthenticated",
    ],
    "DEFAULT_RENDERER_CLASSES": [
        "rest_framework.renderers.JSONRenderer",
    ],
    "DEFAULT_FILTER_BACKENDS": [
        "django_filters.rest_framework.DjangoFilterBackend",
    ],
    "DEFAULT_PAGINATION_CLASS": "rest_framework.pagination.LimitOffsetPagination",
    "PAGE_SIZE": 10,
}

Core Principles

Serializers

  • Prefer ModelSerializer to reduce boilerplate.
  • Keep serializers focused on validation and representation.
  • Use separate serializers for:

- list vs detail - read vs write - public vs internal APIs

  • Add serializers to a serializers.py file inside the appropriate Django app

Example:

# File: accounts/serializers.py
class UserSerializer(serializers.ModelSerializer):
    class Meta:
        model = User
        fields = ["id", "username", "email"]

Views & ViewSets

  • Use ViewSet or ModelViewSet for standard CRUD APIs.
  • Override get_queryset() instead of filtering in the serializer.
  • Keep views thin, and use features from DRF parent classes as much as possible
  • Always return responses in the configured format (fallback to json)
  • Always put views in the views.py file inside the appropriate Django app

Example:

# File: accounts/views.py
class UserViewSet(ModelViewSet):
    serializer_class = UserSerializer

    def get_queryset(self):
        return User.objects.filter(is_active=True)

Routing

  • Use DRF routers for consistency and discoverability.
  • Avoid deeply nested URLs unless strictly necessary.
  • Put routers in a urls.py file inside the appropriate Django app
  • Make sure the urls.py inside the Django app is included in the main urls.py

Example:

# File: accounts/urls.py
router = DefaultRouter()
router.register("users", UserViewSet)
urlpatterns = router.urls

Example:

# File: project/urls.py

urlpatterns = [
    path("", include("accounts.urls")),
]

Authentication & Permissions

Authentication

  • Prefer stateless authentication for APIs.
  • Token-based or JWT authentication is recommended.
  • Never rely on session authentication for public APIs unless

explicitly required.

Permissions

  • Always define explicit permissions.
  • Default to secure (IsAuthenticated) rather than open.
  • Use custom permission classes for fine-grained control.
  • Create custom permissions inside a permissions.py file inside the appropriate Django app.

Example:

permission_classes = [IsAuthenticated]

Pagination, Filtering & Throttling

Pagination

  • Always paginate list endpoints.
  • Avoid returning unbounded querysets.

Filtering

  • Filter in get_queryset() using request parameters.
  • Validate query params explicitly.

Throttling

Protect APIs from abuse:

REST_FRAMEWORK = {
    "DEFAULT_THROTTLE_CLASSES": [
        "rest_framework.throttling.AnonRateThrottle",
        "rest_framework.throttling.UserRateThrottle",
    ],
    "DEFAULT_THROTTLE_RATES": {
        "anon": "100/day",
        "user": "1000/day",
    },
}

Performance Best Practices

Query Optimization

  • Always inspect query counts in list views.
  • Use select_related() for foreign keys.
  • Use prefetch_related() for many-to-many and reverse relations.

Example:

# File: orders/views.py
def get_queryset(self):
    return Order.objects.select_related("customer").prefetch_related("items")

Caching

  • Cache expensive read-heavy endpoints.
  • Use Redis or Memcached.
  • Never cache user-specific responses globally.

Testing

  • Write tests for:

- serializers - permissions - edge cases

  • Use APITestCase and APIClient.
  • Test both success and failure paths.

Common Gotchas & Pitfalls

Bulky Views / Bulky Serializers

Avoid putting business logic inside: - serializers - views - permission classes

Instead, use: - service modules - domain logic in models - reusable helper functions

N+1 Query Problems

DRF does not optimize queries automatically. Missing select_related() or prefetch_related() will silently destroy performance.

Silent Security Bugs

Common mistakes: - Forgetting permission classes - Allowing unauthenticated access by default - Exposing writeable fields unintentionally - Exposing passwords or secret fields in response

Always audit: - serializer fields - permission classes - allowed HTTP methods

Assuming Async Behavior

Django REST Framework is primarily synchronous.

Do not assume: - async views improve performance automatically - background tasks belong in request/response cycles

Use task queues (Celery etc.) for long-running work.

Example Commands

python manage.py makemigrations
python manage.py migrate
python manage.py createsuperuser
python manage.py runserver

📝 References

  • Django documentation
  • Django REST Framework documentation
  • Real-world production DRF patterns

平台分布

OpenClaw

94.16%
按下载量换算7,932

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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