agentmods.dev

agent-kit CLAUDE.md

A repository guide for an AI chat application with a FastAPI backend, Next.js frontend, database, and live WebSocket messaging.

In plain words
What is it for?
Finding backend and frontend code, understanding chat data flow, working with Discord or Telegram channels, and changing API or session features.
Why use it?
It gives the coding agent a map of the main components, APIs, message channels, and configuration files.

Instructions file

53 5mo ago A scan 884 tokens original Apache-2.0
View the source file leemysw/agent-kit
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.

agentmods
npx agentmods add instructions/leemysw/agent-kit/claude-md
Clone the repo
git clone --depth 1 https://github.com/leemysw/agent-kit
Per session 884 This file is loaded in full into every session.
When invoked 884 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00884 $0.00884
Opus 5 $0.00442 $0.00442
Sonnet 5 $0.00177 $0.00177
Haiku 4.5 $0.00088 $0.00088

Measured 3d ago against content hash a1753be9f075, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

agent-kit CLAUDE.md 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 3d 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.

CLAUDE.md · 63 lines

What it actually says

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

架构概述

AI 聊天应用: FastAPI 后端 + Next.js 前端 + WebSocket 实时通信 + 多通道消息 核心目录:

  • agent/ - Python 后端 (FastAPI, WebSocket, 数据库)
  • agent/service/channel/ - 消息通道抽象层 (WebSocket/Discord/Telegram)
  • web/src/ - Next.js 前端 (React, TypeScript, Zustand)
  • alembic/ - 数据库迁移 技术栈:
  • 后端: FastAPI + async SQLite + Alembic
  • 前端: Next.js 14 + TypeScript + Tailwind CSS
  • 实时通信: WebSocket
  • 消息通道: Discord (discord.py) + Telegram (python-telegram-bot)
  • AI 集成: Claude Agent SDK

核心 API

  • WebSocket /agent/v1/chat/ws - 实时聊天
  • GET /agent/v1/sessions - 会话管理
  • GET /agent/v1/sessions/{id}/messages - 消息历史

数据流: 前端 → WebSocket → FastAPI → AI 模型 → 响应 → WebSocket → 前端

配置说明

后端 (.env):

  • DISCORD_ENABLED / DISCORD_BOT_TOKEN / DISCORD_ALLOWED_GUILDS / DISCORD_TRIGGER_WORD
  • TELEGRAM_ENABLED / TELEGRAM_BOT_TOKEN / TELEGRAM_ALLOWED_USERS 前端 (.env.local):

开发文档索引

📚 详细指南

📖 技术文档

代码模式

后端: 异步编程、Pydantic 模型、FastAPI 依赖注入、WebSocket 前端: Zustand 状态管理、自定义 Hooks、Radix UI + Tailwind、React Markdown

开发规范

注释使用中文

  • 面对对象开发
  • Always respond in 中文
  • 不要过度设计，保证代码简洁易懂，简单实用
  • 要注意圈复杂度，代码尽可能复用
  • 注意模块设计，尽量使用设计模式
  • 改动时最小化修改，尽量不修改到其他模块代码
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. 3d ago First seen · 63 lines · 884 tokens per session scan A a1753be9f075

Subscribe to this mod's changes

agent-kit CLAUDE.md is an instructions file published in the GitHub repository leemysw/agent-kit (53 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 884 tokens to every session, about $0.0044 per session on Opus 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.

agentagent-kitaiclaude-agent-sdkcoworkingtool
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