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cc-connect：将本地编码代理桥接到聊天应用中

让操作员从 Slack、Discord、Telegram、飞书/ Lark、钉钉、LINE 和企业微信中控制本地 Claude Code、Codex、Cursor、Gemini CLI 等编码代理。

cc-connect：将本地编码代理桥接到聊天应用中 是什么？

cc-connect 是一个本地工具，用于将本地运行的主流 AI 编码代理（如 Claude Code、Codex、Cursor、Gemini CLI 和 Kimi CLI）与常见的即时通讯平台无缝连接。它支持 Slack、Discord、Telegram、飞书/Lark、钉钉、LINE 和企业微信等多个平台，使团队成员或操作员能够直接在聊天应用中提交任务、监控进度并获取结果，无需切换到终端环境。该工具通过桥接模式工作，支持多用户权限管理、可观察性（包括黑盒测试框架和上下文使用报告）以及多种安装方式（npm、Homebrew 或从源码构建）。cc-connect 特别适合需要远程协作或团队共享本地计算资源的场景，尤其适用于那些希望将编码代理能力扩展到非技术协作成员的组织。

兼容平台✓Claude Code✓Codex CLI✓Cursor✓Antigravity✓Gemini CLI✓OpenCode
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/bridge-local-coding-agents-into-chat-apps-with-cc-connect
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cc-connect：将本地编码代理桥接到聊天应用中 是做什么的？

让操作员从 Slack、Discord、Telegram、飞书/ Lark、钉钉、LINE 和企业微信中控制本地 Claude Code、Codex、Cursor、Gemini CLI 等编码代理。

前提条件

Node.js/npm 或 Homebrew、一个受支持的本地编码代理 CLI，以及至少一个受支持的聊天平台账户或机器人

安装

使用与您的环境相匹配的上游安装或设置路径：

来自上游的要求和注意事项：

  • 多用户 / 权限 — 回复未授权的 IM 发送者选项、@Bot/permit ≡ /permit 关键词匹配，启用时需要令牌。
  • ⚠️ 行为变化（可能需要操作）：Telegram/Discord 的 progress_style 默认设置为 compact（设置为 legacy 可恢复之前的行为）；QQ 机器人默认意图现在包括 INTERACTION_CREATE（自定义值必须包含 1<<26）；D…
  • † QQ（NapCat / OneBot） — 非官方自托管桥接；行为取决于您的 NapCat / 网络设置。

基本使用或入门说明：

  • 感谢 Kimi 对本项目的赞助！Kimi K2.7 Code 是一个开源的、以编码为中心的智能体模型…

  • 通过 cc-connect，您可以将本地机器上的 Kimi CLI 带入飞书/Lark、钉钉、Telegram、Slack、Discord、企业微信和其他即时通讯工具中。无论您身在何处，都可以继续处理本地…

  • 可观察性 — 黑盒测试框架（P0/P1/P2 + 配置开关矩阵）、CUJ 测试框架、针对 codex/opencode/kimi 的 provider-resume 回归套件、回复页脚中的 Pi 上下文使用报告。

  • 来源：https://github.com/chenhg5/cc-connect

  • 提取自上游文档：https://raw.githubusercontent.com/chenhg5/cc-connect/HEAD/README.md

文档

来源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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