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使用 cc-connect 將本地編碼代理橋接到聊天應用

讓操作者能從 Slack、Discord、Telegram、飛書/Lark、釘釘、LINE 及企業微信控制本地端的 Claude Code、Codex、Cursor、Gemini CLI 等編碼代理。

使用 cc-connect 將本地編碼代理橋接到聊天應用 是什麼？

此技能（cc-connect）作為本地編碼代理與多種即時通訊平台之間的橋樑，讓使用者能直接在 Slack、Discord、Telegram、飛書/Lark、釘釘、LINE 或企業微信等聊天工具中操控 Claude Code、Codex、Cursor、Gemini CLI 等代理。其核心價值在於無需切換上下文，即可從熟悉的聊天介面觸發、監控並與執行於本地機器上的編碼代理互動，大幅提升開發與維運效率。該工具支援 npm、Homebrew 或從原始碼編譯安裝，並提供可觀測性功能，包括黑箱測試框架、CUJ 測試框架及提供者恢復回歸測試套件，確保穩定可靠。此外，cc-connect 整合了 Kimi CLI，使用者可在飛書、釘釘等平台無縫使用 Kimi 的編碼能力。需注意，部分平台（如 QQ 採用 NapCat/OneBot）為非官方自建橋接，行為可能因網路設定而異；Telegram 與 Discord 的進度樣式預設為精簡模式，可透過設定回退為傳統樣式。權限管理方面支援回覆未授權 IM 發送者選項、@機器人/允許等關鍵字匹配，啟用橋接 Token 時需額外驗證。

相容平台✓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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說明文件

使用 cc-connect 將本地編碼代理橋接到聊天應用 是做什麼的？

讓操作者能從 Slack、Discord、Telegram、飛書/Lark、釘釘、LINE 及企業微信控制本地端的 Claude Code、Codex、Cursor、Gemini CLI 等編碼代理。

先決條件

Node.js/npm 或 Homebrew、一個支援的本地編碼代理 CLI，以及至少一個支援的聊天平台帳號或機器人

安裝

使用符合您環境的上游安裝或設定路徑：

來自上游的需求與注意事項：

  • 多使用者/權限 — 回覆未授權 IM 發送者選項、@Bot/permit ≡ /permit 關鍵字比對，啟用時橋接需要 Token。
  • ⚠️ 行為變更（可能需要採取行動）：Telegram/Discord 的 progress_style 預設為 compact（設為 legacy 可還原）；QQ 機器人預設意圖現在包含 INTERACTION_CREATE（自訂值必須包含 1<<26）；D...
  • † QQ (NapCat / OneBot) — 非官方自架橋接；行為取決於您的 NapCat / 網路設定。

基本使用或入門說明：

  • 感謝 Kimi 贊助此專案！Kimi K2.7 Code 是一個開放原始碼、專注於編碼的代理模型...

  • 使用 cc-connect，您可以將 Kimi CLI 從本地機器帶入飛書/Lark、釘釘、Telegram、Slack、Discord、企業微信等即時通訊工具。無論身在何處，您都可以繼續處理本地的...

  • 可觀測性 — 黑箱測試框架（P0/P1/P2 + 設定開關矩陣）、CUJ 測試框架、針對 codex/opencode/kimi 的提供者恢復回歸測試套件、回覆頁尾中的 Pi 上下文用量回報器。

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

  • 從上游文件擷取：https://raw.githubusercontent.com/chenhg5/cc-connect/HEAD/README.md

文件

來源

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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