python-redis-module-skill

python-redis-module-skill is a skill for Claude Code, Codex from jiushiwon/wg-skills. It costs 109 tokens per session (1,958 once invoked), scanned A, original, Apache-2.0.

A Python integration guide for adding Redis to an existing FastAPI project. Redis is a fast shared data store commonly used for temporary data, sessions, locks, counters, and messages.

In plain words
What is it for?
Use it to add caching, shared login sessions, distributed locks, request rate limiting, counters, or message publishing and subscription through Redis Streams.
Why use it?
It gives developers a consistent way to add Redis features without designing each connection and operation from scratch. It is intended for projects that already have a FastAPI structure.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to add caching, shared login sessions, distributed locks, request rate limiting, counters, or message publishing and subscription through Redis Streams.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jiushiwon/wg-skills/python-redis-module-skill
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add jiushiwon/wg-skills --skill python-redis-module-skill
Clone the repo
git clone --depth 1 https://github.com/jiushiwon/wg-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for python-redis-module-skill

README.md
[![agentmods](https://agentmods.dev/badge/skills/jiushiwon/wg-skills/python-redis-module-skill/github.svg)](https://agentmods.dev/skills/jiushiwon/wg-skills/python-redis-module-skill)
Your own site
<a href="https://agentmods.dev/skills/jiushiwon/wg-skills/python-redis-module-skill"><img src="https://agentmods.dev/badge/skills/jiushiwon/wg-skills/python-redis-module-skill/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for python-redis-module-skill

Your own site · 80×15
<a href="https://agentmods.dev/skills/jiushiwon/wg-skills/python-redis-module-skill"><img src="https://agentmods.dev/badge/skills/jiushiwon/wg-skills/python-redis-module-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 109 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,958 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Privilege Escalation · line 251
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00109 $0.01958
Opus 5.5 $0.00044 $0.00783
Sonnet 5.5 $0.00022 $0.00392
Haiku 4.5 $0.00011 $0.00196

Measured 1mo ago against content hash c27ca46a09e6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

python-redis-module-skill scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

vibeCoding/backend/python/fastapi-module/python-redis-module-skill/SKILL.md · 280 lines

How it starts

The opening of the file, as written. The whole thing — 280 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Python Redis Module Skill

面向已有 FastAPI 项目的开发者,快速集成 Redis 能力。

能力清单

能力 说明
缓存 装饰器缓存、缓存更新、缓存删除
Session Redis Session 共享
分布式锁 基于 Redis 的分布式锁
限流 基于 Redis 的接口限流
消息队列 Redis Stream 消息发布/订阅
计数器 分布式计数器

触发场景

用户说"帮我加 Redis"或"集成 Redis"时触发。

依赖配置

pip install redis aioredis

默认方法封装

1. Redis 客户端

# redis_client.py
import redis
from typing import Optional

class RedisClient:
    def __init__(self, host: str = "localhost", port: int = 6379, password: Optional[str] = None, db: int = 0):
        self.client = redis.Redis(
            host=host,
            port=port,
            password=password,
            db=db,
            decode_responses=True
        )
    
    # 基础操作
    def get(self, key: str) -> Optional[str]:
        return self.client.get(key)
    
    def set(self, key: str, value: str, ex: Optional[int] = None) -> bool:
        return self.client.set(key, value, ex=ex)
    
    def delete(self, *keys: str) -> int:
        return self.client.delete(*keys)
    
    def exists(self, key: str) -> bool:
        return self.client.exists(key)
    
    def expire(self, key: str, seconds: int) -> bool:
        return self.client.expire(key, seconds)
    
    # 哈希操作
    def hget(self, name: str, key: str) -> Optional[str]:
        return self.client.hget(name, key)
    
    def hset(self, name: str, key: str, value: str) -> int:
        return self.client.hset(name, key, value)
    
    def hgetall(self, name: str) -> dict:
        return self.client.hgetall(name)
    
    # 列表操作
    def lpush(self, name: str, *values: str) -> int:
        return self.client.lpush(name, *values)
    
    def rpop(self, name: str) -> Optional[str]:
        return self.client.rpop(name)
    
    # 自增
    def incr(self, key: str, amount: int = 1) -> int:
        return self.client.incr(key, amount)
    
    # 分布式锁
    def lock(self, key: str, timeout: int = 30) -> bool:
        return self.client.set(f"lock:{key}", "1", nx=True, ex=timeout)
    
    def unlock(self, key: str) -> int:
        return self.client.delete(f"lock:{key}")

# 全局实例
redis_client = RedisClient()

Read the full file on GitHub · 280 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 280 lines · 109 tokens per session scan A c27ca46a09e6

Subscribe to this mod's changes

python-redis-module-skill is a skill published in the GitHub repository jiushiwon/wg-skills (120 stars, last pushed 6d ago), licensed Apache-2.0. It adds 109 tokens to every session and 1,958 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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