嵌入 VS Code 的 AI 编程助手 · 由 DeepSeek V4 驱动
An AI coding agent embedded in VS Code, powered by DeepSeek V4
Deep Copilot 是一个把 Copilot 风格的 AI Agent 直接搬进 VS Code 的扩展。它通过 DeepSeek API（OpenAI 兼容协议）与模型对话，调用工具读写文件、搜索代码、执行 Shell 命令，并把整个过程实时呈现在侧边栏中。无需后端、无需 Docker、无需 Rust，纯 Node.js / 浏览器 API 实现。
Deep Copilot brings a Copilot-style AI agent directly into VS Code. It talks to DeepSeek (OpenAI-compatible) and lets the model call tools to read/write files, search code, and run shell commands — streamed live into the sidebar. No backend, no Docker, no Rust — pure Node.js + browser APIs.
开始使用前只需准备以下 Key（最少只需第一个）：
You only need the following keys to get started — at minimum just the first one:
| # | API Key | 用途 · Purpose | 获取地址 · Get it here | 是否必须 · Required |
|---|---|---|---|---|
| 1 | DeepSeek API Key | 驱动 AI 对话与 Agent 工具调用 · Powers all AI chat & agent tool calls | platform.deepseek.com/api_keys | ✅ 必须 · Required |
| 2 | Tavily API Key | 启用联网搜索工具 web_search · Enables the web_search tool |
app.tavily.com | ⚙️ 可选 · Optional |
中文：
- 安装扩展后，点击侧边栏活动栏的 🐋 图标打开 Deep Copilot 面板
- 点击面板右下角 🔑 按钮 → 粘贴 DeepSeek API Key → 保存
- 若需要联网搜索，在同一弹窗里继续填入 Tavily API Key
English:
- After installing, click the 🐋 icon in the activity bar to open the Deep Copilot panel
- Click the 🔑 button in the bottom-right of the panel → paste your DeepSeek API Key → save
- For web search, fill in your Tavily API Key in the same dialog
国内用户：若
api.deepseek.com连接不稳定，在 🔑 弹窗中将 Base URL 改为https://api.deepseeki.com。
China users: ifapi.deepseek.comis slow, set Base URL tohttps://api.deepseeki.comin the 🔑 dialog.
- API Keys · 需要配置的 Key
- Highlights · 亮点
- Quick Start · 快速开始
- Build from Source · 源码构建
- Configuration · 配置
- Keybindings · 快捷键
- Tools · 工具列表
- Architecture · 架构
- Project Structure · 项目结构
- Development · 开发
- Troubleshooting · 故障排查
- Changelog · 更新日志
- Star History
- License
| English | 中文 |
|---|---|
| Agentic loop with multi-turn tool calling on DeepSeek V4 (Pro / Flash / Reasoner) | 与 DeepSeek V4（Pro / Flash / Reasoner）多轮tool-calling 循环 |
| File tools: read, write, str-replace, apply_patch, list dir, find files, ripgrep search | 文件工具：读 / 写 / 精准替换 / apply_patch / 列目录 / 查找 / 全文搜索 |
| Shell tool with configurable approval policy | 终端工具，按审批策略弹窗确认 |
| Web search via Tavily (optional API key) | 网络搜索（Tavily，可选 Key） |
| Plan & Todos panel — agent maintains a structured plan you can watch tick off | Plan & Todos 面板，Agent 自维护结构化任务并实时勾选 |
| Revert last turn — one-click rollback of all file edits in the current agent turn | 一键回滚当前 Agent 轮次对文件的所有修改 |
Pending edits panel — GH-Copilot-style review popover above the composer: per-file +N/-M, hover Keep/Discard, click row to open native diff editor; survives turn end |
待审编辑面板—输入框上方弹出 GH Copilot 风格的复检面板：逐文件 +N/-M、悬停保留/丢弃、点击行打开原生 Diff 编辑器；对话结束后仍可继续点击 |
User memory (~/.deepcopilot/memory.md) — cross-project preferences in every system prompt |
用户记忆（~/.deepcopilot/memory.md），跨项目偏好自动注入系统提示词 |
MCP client — connect any MCP-compatible tool server via deepseekAgent.mcp.servers |
MCP 客户端，通过 deepseekAgent.mcp.servers 连接任意 MCP 工具服务器 |
| Post-tool hooks — run scripts after any tool call; output injected into model context | 工具后置钩子，工具调用后自动执行脚本，输出注入模型上下文 |
| Post-edit LSP diagnostics appended to every edit so the model can self-verify | 每次编辑后自动附加LSP 诊断，模型可自行校验 |
| Per-workspace session history with search, rename, delete | 每工作区独立的会话历史，可搜索 / 重命名 / 删除 |
| Parallel sessions — switch away from a running task and start another; live replay on return | 多会话并行：任务跑着可以切走开新对话，回来自动回放进度 |
| Streaming output with reasoning expander, blinking cursor, top progress bar | 流式输出：思维链可展开、闪烁光标、顶部进度条 |
| HTML rendering — model responses render full Markdown + HTML; math via KaTeX | HTML 渲染：响应支持完整 Markdown + HTML + KaTeX 数学公式 |
| Account balance display in footer (click to refresh) | 账户余额实时显示在底栏（点击刷新） |
| Auto-grow input — textarea grows with content, GH Copilot style | 自适应输入框：随内容自动增高，对齐 GH Copilot 体验 |
| Approval modes: Manual / Auto-Edit / Autopilot / Read-Only | 审批模式：手动 / 自动编辑 / 全自动 / 只读 |
| Cost telemetry in CNY shown in the footer | 底栏显示token 数与人民币成本 |
Slash commands (/explain, /fix, /tests …), @ file refs and # context refs — pick #file, #selection, #editor, #problems, #changes, #terminal, #symbol:Foo, #fetch:URL from the input |
斜杠命令 + @ 文件引用 + # 上下文引用（在输入框键入 # 即可挑选文件 / 选区 / 编辑器 / 诊断 / Git 改动 / 终端 / 符号 / 抓取 URL） |
| Smart code-block actions: Run in terminal · Insert · Copy · Fold long blocks | 代码块操作：在终端运行 / 插入 / 复制 / 长代码折叠 |
| Bilingual UI + locale-aware fonts: auto follows VS Code locale (zh-cn / en) — Chinese font stack for CJK, Latin font stack for EN | 中英双语 UI + 语言感知字体：跟随 VS Code 语言自动切换界面文案与字体（中文环境使用微软雅黑/苹方，英文环境使用 Segoe UI/Inter） |
Skills system — define reusable SKILL.md packs in ~/.deepcopilot/skills (or ~/.claude/skills, ~/.copilot/skills); YAML frontmatter for workspace gating, invoke via /skill or the model's skill_invoke tool |
技能系统：在 ~/.deepcopilot/skills 等目录放置 SKILL.md 技能包，支持 YAML 元数据与工作区门控，/skill 命令或 skill_invoke 工具均可唤起 |
Inline FIM completions — DeepSeek ghost-text suggestions as you type; Tab to accept; off by default (deepCopilot.inlineCompletion.enable) |
行内 FIM 补全：基于 DeepSeek 的编辑器幽灵文字建议，Tab 接受；默认关闭，开关：deepCopilot.inlineCompletion.enable |
| Plan mode — read-only investigation mode; agent can read/search but never write or run shell commands | Plan 只读模式：仅允许读文件/搜索，拒绝任何写操作，适合调查代码结构时使用 |
Ecosystem AI-rule discovery — auto-injects DEEPCOPILOT.md, .github/copilot-instructions.md, AGENTS.md, .cursor/rules/*.mdc, CLAUDE.md |
项目规则自动发现：自动注入工作区下的主流 AI 规则文件（GitHub Copilot / Cursor / Claude 等），让模型了解项目约定 |
- Open VS Code → Extensions (
Ctrl/Cmd+Shift+X) → Search Deep Copilot → Install. 打开 VS Code → 扩展面板（Ctrl/Cmd+Shift+X）→ 搜索 Deep Copilot → 安装。
# 从 GitHub Releases 下载最新版 / Download from GitHub Releases:
# https://github.com/ZhouChaunge/DeepCopilot/releases
code --install-extension deep-copilot-0.40.4.vsixOr in VS Code: Extensions view → ⋯ menu → Install from VSIX... and pick the file.
或在扩展面板右上角 ⋯ → Install from VSIX... 选择文件。
- Click the 🐋 Deep Copilot icon in the activity bar to open the chat panel.点击活动栏中的 🐋 Deep Copilot 图标，打开聊天面板。
- Click the 🔑 button at the bottom right of the panel, paste your DeepSeek API key.点击面板右下角 🔑 按钮，粘贴你的 DeepSeek API Key。
- Start chatting! 开始对话！
| Tool | Version | Note |
|---|---|---|
| Node.js | ≥ 18 | esbuild + vsce |
| npm | ≥ 9 | comes with Node |
| VS Code | ≥ 1.95 | extension host |
| Git | any | optional, to clone |
# 1. Clone the repo · 克隆仓库
git clone https://github.com/ZhouChaunge/DeepCopilot.git
cd DeepCopilot
# 2. Install dependencies · 安装依赖
# (only devDependencies: esbuild + vsce + @types — runtime is pure VS Code API)
# （只有开发依赖；运行时仅用 VS Code API，无运行时 npm 依赖）
npm install
# 3. Build the bundle · 编译为单文件
npm run build
# -> outputs out/extension.js (~105 KB minified)
# -> 产出 out/extension.js（约 105 KB，已压缩）
# 4. Package as VSIX · 打包 VSIX
npm run package
# -> outputs deep-copilot-0.32.7.vsix
# -> 产出 deep-copilot-0.32.7.vsix
# 5. Install locally · 本地安装
code --install-extension deep-copilot-0.32.7.vsix --forcenpm run watch
# Rebuilds out/extension.js on every src/ change.
# 修改 src/ 任何文件即增量重建 out/extension.js。
# Then: F5 in VS Code (with the repo opened) launches the Extension Development Host.
# 然后在 VS Code 里按 F5 启动“扩展开发宿主”加载本地构建。| Path | Tracked? | Purpose |
|---|---|---|
src/ |
✅ yes | Source modules (entry:src/extension.js) · 源码（入口 src/extension.js） |
media/ |
✅ yes | Webview assets (chat.css / chat.js / icons) · Webview 静态资源 |
esbuild.config.js |
✅ yes | Bundler config · 打包配置 |
package.json |
✅ yes | Manifest + scripts · 清单与脚本 |
package-lock.json |
✅ yes | Locked dep versions · 锁定依赖版本 |
out/extension.js |
❌ ignored | Built bundle (regenerated by npm run build) · 构建产物 |
release/*.vsix |
❌ ignored | Packaged extension (regenerated by npm run package) · 打包后的 VSIX |
node_modules/ |
❌ ignored | npm cache · npm 依赖缓存 |
🇬🇧 Everything required to compile is in the repo.
out/and*.vsixare reproducible artifacts. 🇨🇳 编译所需文件全部在仓库里。out/和*.vsix是可重现的产物，已.gitignore。
All settings live under the deepseekAgent.* namespace in settings.json.
所有设置都在 settings.json 的 deepseekAgent.* 命名空间下。
| Setting | Default | EN | 中文 |
|---|---|---|---|
deepseekAgent.defaultModel |
deepseek-v4-pro |
Default model | 默认模型（deepseek-v4-pro / deepseek-v4-flash / deepseek-reasoner） |
deepseekAgent.apiBaseUrl |
(empty → api.deepseek.com) |
API endpoint | API 入口（国内可填 https://api.deepseeki.com） |
deepseekAgent.approvalMode |
manual |
Tool-call approval policy | 工具调用审批策略 |
deepseekAgent.interactionMode |
agent |
agent / ask |
交互模式（Agent 可调工具，Ask 纯聊天） |
deepseekAgent.autoApproveTools |
[] |
Tool names to always allow | 始终自动允许的工具名 |
deepseekAgent.denyTools |
[] |
Tool names to always deny | 始终拒绝的工具名 |
deepseekAgent.maxIterations |
15 |
Hard ceiling on tool-call rounds | 单次发送的工具调用迭代上限 |
deepseekAgent.compactBudgetTokens |
600000 |
Token budget before auto-compaction | 自动压缩历史前的 token 预算 |
deepseekAgent.postEditDiagnostics |
true |
Append LSP diagnostics after every file edit | 每次编辑后追加 LSP 诊断结果 |
deepseekAgent.mcp.servers |
[] |
MCP server list (see MCP section below) | MCP 工具服务器列表（见下方 MCP 小节） |
deepseekAgent.enableDebugLog |
true |
Log thought / tool / API events to .deep-copilot/logs/ |
写思维链 / 工具 / API 事件日志 |
| Mode | EN behavior | 中文行为 |
|---|---|---|
| manual | Prompt every write_file / run_shell (safest, default) |
每次写文件或执行命令都弹窗（默认） |
| auto-edit | Auto-approve writes; still prompt for shell | 写文件自动通过；Shell 仍需确认 |
| autopilot | Auto-approve everything (trusted workspaces only) | 全部自动通过（仅适合受信任工作区） |
| readonly | Deny all writes & shell | 仅允许只读，禁止任何修改 |
Issue #89 · Autopilot 与危险命令：
autopilot模式下，命中危险命令正则（rm -rf、git reset --hard、git push --force…）的 shell 调用会静默放行，并写入SHELL_DANGER_AUTO_APPROVE审计日志，不再弹模态确认框；其他模式中，同一条命令在一次会话内被批准过一次后也会缓存，不会重复弹框。若把run_shell加入autoApproveTools，效果等同于显式承担 shell 风险，请仅在受信任工作区开启。
| Key | EN | 中文 |
|---|---|---|
Ctrl/Cmd+Shift+D |
Open sidebar | 打开侧边栏 |
Ctrl/Cmd+Shift+L |
Open in tab | 在标签页中打开 |
Enter |
Send message | 发送消息 |
Shift+Enter |
Newline | 换行 |
Esc |
Stop generation | 停止生成 |
Ctrl/Cmd+K |
Clear current chat | 清空当前会话 |
↑ / ↓ (empty input) |
Recall prompt history | 召回历史 prompt |
↑ / ↓ (slash menu open) |
Navigate suggestions | 切换候选项 |
Tab / Enter (slash menu) |
Apply suggestion | 应用候选项 |
Deep Copilot exposes a small, deliberately-minimal tool set to the model: Deep Copilot 给模型暴露的工具集刻意保持精简：
| Tool | EN description | 中文说明 |
|---|---|---|
read_file |
Read part / all of a file with optional line range | 按行号区间读取文件 |
write_file |
Create or overwrite a file (gated by approval) | 新建 / 覆盖文件（受审批控制） |
str_replace_in_file |
Targeted in-place edit by exact string match | 通过字符串精确替换原地编辑 |
apply_patch |
Apply a unified-diff patch (multi-hunk, multi-file) | 应用统一格式补丁（多 hunk / 多文件） |
list_dir |
List directory entries (depth-limited) | 列出目录（限制深度） |
find_files |
Glob-pattern file search | Glob 模式文件搜索 |
grep_search |
Ripgrep-style regex search across the workspace | 工作区级正则搜索 |
run_shell |
Run a shell command (gated by approval) | 执行 Shell 命令（受审批控制） |
web_search |
Web search via Tavily (requires Tavily API key) | 网络搜索（需 Tavily Key） |
update_plan |
Push / update structured plan & todos to left panel | 更新左侧 Plan / Todos |
open_file_in_editor |
Reveal a file at a given line in the editor | 在编辑器中打开文件并跳到指定行 |
revert_last_turn |
Restore all files to their pre-turn state | 将本轮所有文件修改回滚到初始状态 |
mcp__<server>__<tool> |
Any tool exposed by a connected MCP server | 已连接 MCP 服务器暴露的任意工具 |
🇬🇧 Tool definitions live in
src/tools/schema.js; execution insrc/tools/exec.js.🇨🇳 工具定义见
src/tools/schema.js，执行实现见src/tools/exec.js。
┌──────────────────────────────────────────────────────────┐
│ VS Code Extension Host │
│ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ src/extension.js (activate / commands) │ │
│ └────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ src/chat/provider.js (ChatViewProvider) │ │
│ │ • Webview ↔ Extension message bus │ │
│ │ • Per-session run map (parallel sessions) │ │
│ │ • Persisted history (globalState) │ │
│ │ • Plan / Todos state │ │
│ └────────────────────────────────────────────────────┘ │
│ │ │ │
│ ▼ ▼ │
│ ┌──────────────────┐ ┌────────────────────────┐ │
│ │ src/api/ │ │ src/tools/ │ │
│ │ deepseek.js │ │ schema.js (defs) │ │
│ │ • SSE streaming │ │ exec.js (runtime) │ │
│ │ • Tool calls │ │ • read/write/list │ │
│ │ • Reasoning │ │ • grep / shell │ │
│ └──────────────────┘ │ • approval gating │ │
│ └────────────────────────┘ │
│ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ src/webview/html.js (HTML shell injected) │ │
│ │ media/chat.js + chat.css (UI runtime + styles) │ │
│ └────────────────────────────────────────────────────┘ │
└──────────────────────────────────────────────────────────┘
│ HTTPS (SSE)
▼
┌────────────────────────┐
│ DeepSeek Platform │
│ api.deepseek.com │
│ (OpenAI-compatible) │
└────────────────────────┘
- 🇬🇧 No backend. Everything runs inside the VS Code extension host. The single bundle
out/extension.jsis approx 94 KB. 🇨🇳 无后端。 全部跑在 VS Code 扩展主机里，单文件构建产物out/extension.js仅约94KB。 - 🇬🇧 Per-session run map.
provider._runs: Map<sessionId, Run>lets you switch sessions while a task is running; the run keeps producing events that get buffered and replayed when you return. 🇨🇳 按会话隔离的 run 表。provider._runs让你在任务跑着时切到别的会话，事件继续缓冲，切回来自动回放。 - 🇬🇧 Streaming via SSE.
src/api/deepseek.jsparsesdata:frames and forwardsdelta,reasoning,tool_calls,usageto the provider. 🇨🇳 SSE 流式。src/api/deepseek.js解析data:帧，把delta/reasoning/tool_calls/usage转发给 provider。 - 🇬🇧 Auto-compaction. Once estimated tokens exceed
compactBudgetTokens, older tool results are dropped before the next round. 🇨🇳 自动压缩。 估算 token 超过compactBudgetTokens时，下一轮前丢弃较老的工具结果。 - 🇬🇧 Approval is enforced server-side (in the extension), not just UI. A model-issued
write_filewill not execute unless the policy or user explicitly allows it. 🇨🇳 审批在扩展端强制执行（不仅是 UI 层）：模型发出的write_file必须经策略或用户放行才会真的写盘。
.
├── esbuild.config.js # esbuild bundler config · 打包配置
├── package.json # extension manifest + scripts · 清单与脚本
├── package-lock.json # locked deps · 锁定依赖
├── README.md # this file · 本文件
├── LICENSE # MIT
├── media/ # webview assets (loaded as static files)
│ ├── chat.css # ↳ all UI styles · 全部 UI 样式
│ └── chat.js # ↳ webview runtime (markdown, tool cards, streaming)
├── imgs/
│ ├── logo_black_bg.png # ↳ extension icon + webview logo
│ ├── logo_black_bg.svg # ↳ activity bar icon (vector)
│ ├── logo.png # ↳ marketplace icon (white background)
│ ├── logo_white_bg.svg # ↳ activity bar icon (white variant)
│ ├── logo_white_bg.png # ↳ logo (base)
│ └── screenshot.png # README screenshot · README 截图
└── src/ # extension source · 扩展源码
├── extension.js # ↳ activate() entry · 入口
├── errors.js # ↳ error → friendly bilingual card
├── logger.js # ↳ debug log writer (.deep-copilot/logs/)
├── pricing.js # ↳ token → CNY cost calculator
├── hooks.js # ↳ post-tool hooks runner (.deepcopilot/hooks.json)
├── mcp.js # ↳ MCP stdio client (McpClient + McpManager)
├── api/
│ └── deepseek.js # ↳ SSE chat client (OpenAI-compatible)
├── chat/
│ ├── provider.js # ↳ ChatViewProvider (the brain)
│ └── openFile.js # ↳ "open file at line" helper
├── prompts/
│ └── system.js # ↳ system prompt builder (+DEEPCOPILOT.md +user memory)
├── tools/
│ ├── schema.js # ↳ tool JSON-schema definitions
│ └── exec.js # ↳ tool runtime (file IO, ripgrep, shell)
├── utils/
│ ├── i18n.js # ↳ zh-cn / en strings + locale detection
│ └── paths.js # ↳ path safety / workspace root resolution
└── webview/
└── html.js # ↳ generates the webview HTML shell
🇨🇳 编译入口：
src/extension.js→ esbuild →out/extension.js（package.json 中main字段指向out/extension.js）。🇬🇧 Build entry:
src/extension.js→ esbuild →out/extension.js(referenced bymaininpackage.json).
git clone https://github.com/ZhouChaunge/DeepCopilot.git
cd DeepCopilot
npm install
code .
# Press F5 inside VS Code → Extension Development Host opens
# 在 VS Code 里按 F5 → 弹出扩展开发宿主窗口npm run watch # esbuild watch — rebuilds on save · 保存即重建
# In the dev host: Ctrl+R / Cmd+R reloads the window after a rebuild
# 在宿主窗口里按 Ctrl+R / Cmd+R 重载即可看到效果- Output panel → Deep Copilot channel Output 面板 → 选择 Deep Copilot 频道
- Or open via command palette:
Deep Copilot: Open Debug Log或命令面板：Deep Copilot: Open Debug Log - Files:
<workspace>/.deep-copilot/logs/session-*.log日志文件：<工作区>/.deep-copilot/logs/session-*.log
Create a DEEPCOPILOT.md at the workspace root and Deep Copilot will inject its content into the system prompt for every request in this workspace — useful for project conventions, build commands, "do/don't" lists.
在工作区根目录新建 DEEPCOPILOT.md，其内容会自动并入系统提示词，用来声明项目约定、构建命令、do/don't 等。
Create ~/.deepcopilot/memory.md for cross-project preferences that apply everywhere — preferred coding style, always/never rules, personal shortcuts. It is injected (capped at 4 KB) into every system prompt.
在家目录新建 ~/.deepcopilot/memory.md，写入跨项目的个人偏好（代码风格、禁忌事项等），Deep Copilot 会在每次对话时自动注入（最多 4KB）。
Add external tool servers via VS Code settings:
"deepseekAgent.mcp.servers": [
{ "name": "my-db", "command": "npx", "args": ["my-db-mcp-server"] }
]Tools appear as mcp__my-db__<toolName> alongside built-in tools. Any MCP-compatible stdio server works.
通过 VS Code 设置连接外部 MCP 工具服务器，工具以 mcp__<server>__<toolName> 格式出现。任何兼容 MCP stdio 协议的服务器均可接入。
Create .deepcopilot/hooks.json in your workspace:
{ "hooks": [
{ "event": "after_tool", "tool": "write_file",
"run": "npm test", "on_failure": "inject_error", "timeout_ms": 30000 }
]}The hook's stdout/stderr is appended to the tool result so the model can react — e.g., auto-fix test failures immediately after writing a file.
在工作区创建 .deepcopilot/hooks.json，每次写文件后自动跑 npm test，测试输出注入模型上下文让其自动修复。
- Plain JavaScript (no TypeScript) — keep the bundle tiny. 纯 JavaScript（不用 TypeScript），保持产物极小。
- No runtime dependencies — only VS Code API + Node built-ins. 无运行时依赖，只用 VS Code API 与 Node 内置模块。
- Webview side communicates via
postMessage; never importsvscode. Webview 端通过postMessage通信，不引用vscode。
| Symptom · 症状 | English Fix | 中文解决 |
|---|---|---|
请先设置 API Key toast |
Click 🔑 in the bottom-right of the panel | 点面板右下角 🔑 粘贴 Key |
| 401 / 403 errors | Key invalid or revoked — regenerate at platform.deepseek.com | Key 失效，到 platform.deepseek.com 重新生成 |
| 402 errors | Account out of balance — top up | 账户余额不足，请充值 |
| 429 errors | Rate-limited; retry button is shown on the error card | 触发限流，点错误卡上的 🔄 重试 |
| Connection timeouts in mainland China | Switch base URL to https://api.deepseeki.com |
切到 https://api.deepseeki.com |
| UI still shows "思考中" | Old VSIX still installed — install the new one with --force |
装新版用 --force 覆盖旧版 |
| Tools not being called | You may be in Ask mode — switch to Agent in the header |
当前是 Ask 模式，切到 Agent |
| Hangs mid-task | Click ⏹ Stop or press Esc; check Debug Log |
点 ⏹ 或按 Esc 停止；查看调试日志 |
| Status bar "Deep Copilot" missing | Right-click the status bar → enable "Deep Copilot" | 右键状态栏 → 勾选 "Deep Copilot" |
点击展开完整更新日志 · Click to expand full changelog
- 中文：①新增「待审编辑」面板：参考 GitHub Copilot in VS Code 的体验，输入框上方新增一个浮层，实时列出本会话中 Agent 写入 / patch / 替换的所有文件，每项显示
+行数 / -行数，新建/删除/二进制文件带 tag。②点击文件 → 原生 Diff 编辑器：点任何一项都会打开 VS Code 原生差异编辑器，左侧为 Agent 写入前的快照（由deepcopilot-before:TextDocumentContentProvider提供），右侧为当前磁盘内容，URI 带时间戳防缓存 +onDidChange主动刷新，保证可以重复点击。③逺条/批量操作：悬停行出现 ✓ （保留）与 ✕ （丢弃）按钮，头部提供「全部保留 / 全部丢弃」。丢弃会用快照恢复磁盘；保留仅从面板清除。④跨轮持久：pendingEdits现在以 session 为维度维护，即使 Agent 完成本轮对话、运行实例被陆续释放，住这场会话仍可反复点击面板项 查看/保留/丢弃。⑤轻量行级 diff：新增src/chat/diff-utils.js，采用 LCS 计算 +N/-M；>10k 行或 >100k 字符的文件自动降级为集合 diff。二进制文件（包含 NUL 字节）仅标记binary不走 diff，避免乱码计数。⑥与现有「回滚本轮」联动：Revert /revert_last_turn会同步清空 pendingEdits 面板，不遗留幽灵项。⑦CSP / 安全：Webview CSP 未放宽；content provider 仅返回内存中的快照，不访问任何额外路径。 - English: ①New "Pending edits" panel: inspired by GitHub Copilot in VS Code. A popover sits above the composer and lists every file the agent just wrote/patched/replaced, with per-file
+lines / -linesstats andnew/deleted/binarytags. ②Click → native diff editor: clicking any row opens the real VS Code diff editor — left side is the pre-edit snapshot served by adeepcopilot-before:TextDocumentContentProvider, right side is the current on-disk content. URIs carry a cache-busting timestamp and the provider firesonDidChange, so repeat clicks always re-open. ③Per-row & bulk actions: hover reveals ✓ (Keep) and ✕ (Discard); the header offers "Keep all / Discard all". Discard restores from snapshot; Keep simply removes the row. ④Survives turn end:pendingEditsis now keyed by session rather than by run, so even after AgentLoop reaps the run at end-of-reply, the panel rows remain clickable until you Keep/Discard them — matching the Copilot UX. ⑤Lightweight line diff: newsrc/chat/diff-utils.jscomputes+N/-Mvia LCS, with a graceful fallback for files >10k lines or >100k chars and a binary-safety guard so PNGs etc. just get abinarytag instead of garbled counts. ⑥Aligned with existing Undo:revert_last_turnand the status-bar revert button also clear the pending-edits panel, so there are no orphan entries. ⑦CSP / safety: webview CSP unchanged; the content provider only returns in-memory snapshots and never touches paths outside what was already captured.
- 中文：①聊天 UI 视觉重构：引入
--dc-indent / --dc-fg-* / --dc-accent / --dc-rule设计变量，8 大容器统一为「2px 左侧色条 + 16px 缩进」结构；.tool卡片头部、.tl工具行、.tl-detail详情区与.tool .b主体全部按同一节奏对齐，视觉杂讯显著降低。②工具类型色条：新增k-read / k-write / k-search / k-shell / k-agent / k-plan / k-other类型染色，不同工具一眼可分；同时.tl-group .tl-summary的折叠摘要也统一为 2px 色条样式。③Thinking 块体验：模型开始正文输出后，思考块头部自动汇总为Thought for Ns并折叠，但保留头部入口，用户随时可展开复盘思考过程。④chip 语义统一：工具名 chip 由<span>改为<code>，与正文 monospace 一致。⑤Output style contract：系统提示词新增"输出风格契约"段，约束等宽规则、列表语义、段落控制、禁用装饰性 emoji，对话排版更稳定。⑥Terminal Early-Exit Window：run_shell_bg提交后增加 2.5s 早退捕获窗口——若命令在窗口内崩溃/退出，会同步返回真实的exit_code+ 输出，模型立刻看见错误，不再出现"提交完任务就摆烂"的现象；窗口超时则按原running流程异步推进。配套terminal-monitor新增markSyncReturnedJob/wasSyncReturned防重复注入，避免事件回放污染上下文。⑦**.vscodeignore清理**：移除 14 条失效规则（已删除的test/data/models/runs/及一系列.pt权重等），新增.github/**.eslintrc.json.gitleaksignore，按用途分组并加注释，vsix 体积更精简。 - English: ①Chat UI visual refresh: introduced design tokens
--dc-indent / --dc-fg-* / --dc-accent / --dc-rule; eight container types now share one "2px left rule + 16px indent" rhythm —.toolcard headers,.tltool rows,.tl-detailpanels and.tool .bbody are visually aligned, dramatically reducing noise. ②Tool-type color rails: newk-read / k-write / k-search / k-shell / k-agent / k-plan / k-otheraccent classes so different tools are distinguishable at a glance;.tl-group .tl-summaryadopts the same 2px rail. ③Thinking-block UX: as soon as the model starts streaming the reply, the thought block auto-collapses with aThought for Nssummary while keeping the header visible for on-demand review. ④Chip semantics: tool-name chip changed from<span>to<code>to align with monospace body text. ⑤Output style contract: system prompt gains a new "Output style contract" section governing monospace usage, list semantics, paragraph control, and banning decorative emoji — markdown output is far more consistent. ⑥Terminal early-exit window:run_shell_bgnow races the spawn against a 2.5s capture window — if the command crashes/exits inside the window, the realexit_code+ output are returned synchronously, so the model sees failures immediately instead of "giving up" after a fire-and-forget submission; on timeout, the original asyncrunningpath takes over.terminal-monitorexposesmarkSyncReturnedJob/wasSyncReturnedto deduplicate the latebg-job-endevent so the agent loop never re-injects what was already returned synchronously. ⑦**.vscodeignorecleanup**: removed 14 stale rules (deletedtest/data/models/runs/directories and a batch of.ptweights), added.github/**.eslintrc.json.gitleaksignore, and grouped/commented the file by purpose — vsix payload is leaner.
- 中文：①Explorer 右键附加：在 VS Code 资源管理器右键任意文件或文件夹，点击「附加到 Deep Copilot」可将文件内容或目录结构以 chip 形式注入聊天上下文；文件超 64 KB 自动截断，文件夹递归遍历（最深 3 层 / 最多 200 条，跳过
node_modules/.git等噪音目录）。②**read_terminal工具**：模型可主动读取 VS Code 集成终端的最新输出，无需用户手动粘贴；支持按终端名称过滤，输出自动截断并脱敏敏感路径。③Agent 主动验证闭环：Agent 执行关键写操作或命令后，自动生成"下一步验证"tool call（如读文件确认内容、运行测试）；run_shell结果结构化为{exit_code, stdout, stderr}，模型可直接判断成功/失败。④**save_plan工具**：Plan 模式调查结束时将结构化计划（标题、目标、步骤、涉及文件、风险）持久化到.deep-copilot/plans/目录，以时间戳命名为标准 Markdown 文件。⑤上下文 chip 自动附加当前文件：打开编辑器文件后，该文件路径自动以 chip 形式出现在输入框，发送时作为上下文附加；切换文件 chip 实时更新，聚焦聊天面板时 chip 保持不变（不再误清除）。⑥修复：技能路径跨 home / 工作区目录解析；工具卡片边框改为主题感知色；工具头部状态栏恢复显示；Composer 区域移除多余分隔线。 - English: ①Explorer context-menu attach: right-click any file or folder in VS Code Explorer → "Attach to Deep Copilot" injects its content or directory tree as a chip into the chat input. Files auto-truncated at 64 KB; folders walked recursively (max depth 3, max 200 entries;
node_modules/.git/distetc. skipped). ②**read_terminaltool**: the model can proactively read the latest output of the VS Code integrated terminal without the user manually copy-pasting; supports filtering by terminal name; output auto-truncated with sensitive paths sanitised. ③Agent proactive verification loop: after critical writes or shell commands, the agent automatically emits a follow-up tool call to verify the result (e.g. re-read a file to confirm content, or run tests);run_shellresult is structured as{exit_code, stdout, stderr}so the model can branch on success/failure. ④**save_plantool**: at the end of a Plan-mode investigation, the structured plan (title, goal, steps, files, risks) is persisted to.deep-copilot/plans/as a timestamped Markdown file. ⑤Context-chip auto-attach current file: when an editor file is focused, its path appears as a chip in the input bar; chip updates live as the active file changes; chip is preserved (no longer cleared) when focus moves to the chat panel. ⑥Fixes: skill SKILL.md path resolution across home / workspace directories; tool-card borders replaced with theme-awarevar(--vscode-panel-border); tool header status bar restored; Composer top separator removed.
- 中文：①技能系统升级：三目录扫描（
~/.deepcopilot/skills/~/.claude/skills/~/.copilot/skills），YAML 元数据解析（name/description/applies_to工作区门控），稳定字母排序，新增skill_invoke工具让模型按需加载技能，斜杠命令/skill <name>手动唤起。②DeepSeek FIM 行内补全：在编辑器停止输入约 350ms 后，以前缀/后缀上下文调用 DeepSeek FIM 接口，建议以幽灵文字呈现，Tab接受；默认关闭（deepCopilot.inlineCompletion.enable），静默失败，请求自动取消，日志脱敏。③Plan 只读交互模式：新增 Plan 模式，系统提示词追加只读约束，模型只可读文件/搜索，任何写操作或 shell 执行均被工具层拦截，适合先调查后动手。④项目级 AI 规则自动发现：启动时扫描DEEPCOPILOT.md、.github/copilot-instructions.md、AGENTS.md、.cursor/rules/*.mdc、CLAUDE.md，全量注入系统提示词（总量不超过 8 KB）。⑤AUTOCOMPACT 持久通知：上下文自动压缩时在聊天界面插入持久通知卡片。⑥修复：autopilot 模式下危险命令弹窗跳过 + 每会话缓存；Shell 心跳超时 + SIGKILL 兜底；孤立工具消息 HTTP 400 自愈；IME 输入法 Enter 防误触。 - English: ①Skills upgrade: three-directory scan, YAML frontmatter (
name/description/applies_toworkspace gating), stable alpha sort, newskill_invoketool for on-demand model-side loading,/skill <name>slash command for manual invocation. ②DeepSeek FIM inline completions: ghost-text suggestions using surrounding context (4 000 chars prefix / 2 000 chars suffix) after ~350 ms idle;Tabto accept; off by default (deepCopilot.inlineCompletion.enable); silent failure; auto-cancel on next keystroke; sanitised error logs. ③Plan read-only mode: new Plan option in the mode selector; system prompt gains a read-only constraint — only read/search tools permitted; any write/shell call returns a tool error; ideal for investigation before editing. ④Ecosystem AI-rule discovery: on startup, scansDEEPCOPILOT.md,.github/copilot-instructions.md,AGENTS.md,.cursor/rules/*.mdc,CLAUDE.mdand injects all found content into the system prompt (capped at 8 KB). ⑤AUTOCOMPACT persistent notice: when auto-compaction fires, a permanent in-chat card is inserted so users understand why older tool outputs may be gone. ⑥Fixes: autopilot skips danger-cmd modal with per-session cache; shell heartbeat + SIGKILL fallback; orphan tool-message HTTP 400 self-heal; IME composition Enter guard.
- 中文：在聊天输入框键入
#弹出上下文引用选择器，可一键附加：#file（工作区文件）/#selection（当前选区）/#editor（当前整文件）/#problems（诊断信息）/#changes（git diff未提交改动）/#terminal（终端选中文本）/#symbol:Foo（工作区符号）/#fetch:URL（抓取链接内容）。所有引用以<attachment path="…">块形式注入模型上下文；带参引用支持空格自动转 chip，未提交的#ref:arg在发送时由扩展端原子解析后随消息一并下发，避免异步竞态。#fetch复用web-fetch.js的 SSRF 拦截；#file/#editor严格校验路径在工作区内。 - English: Typing
#in the chat input opens a context-reference picker. One-click attach:#file(any workspace file),#selection(active selection),#editor(active file),#problems(diagnostics),#changes(unstagedgit diff),#terminal(selected terminal text),#symbol:Foo(workspace symbols),#fetch:URL(web fetch). All refs ride as<attachment path="…">blocks with synthetic paths (<problems>,<git-changes>,<symbol:Foo>,<fetch:URL>) so the model can tell them apart from real files. Inline#ref:argtokens are resolved race-free on the extension side before the agent loop runs. SSRF blocklist enforced for#fetch; workspace-containment check for#file/#editor.
- 中文：大幅精简工具调用的显示方式，隐藏图标、三角形与分栏，改为单行灰色文本，文件路径更淡化，点击后展开详情；移除所有中间"思考中"气泡的耗时显示；底部进度动画全面重设计——保留蓝色 sonar 光波，去除背景色与边框，加入 20 个英文动词随机轮播（每 3 秒切换，渐显动画）与实时计时器；修复长回复时 spinner 被输入框遮挡的问题（requestAnimationFrame 布局时序修正 + 每秒兜底滚动）。
- English: Heavily simplified tool-call display — icons, chevrons, and column layout removed in favour of a single-line grey text row with faded file paths and click-to-expand detail. Removed elapsed-time labels from all intermediate "Thinking" chips. Completely redesigned the bottom progress indicator: keeps the blue sonar dot, removes background / border / shimmer, adds a 20-word English verb carousel (randomised every 3 s with a fade-in animation) and a live elapsed timer. Fixed the spinner being obscured by the input box during long streaming responses via
requestAnimationFrame-deferred scrolling and a per-second scroll safety net.
- 中文：在
src/tools/utils.js的ensurePathAllowed()中新增审批模式检测。当approvalMode === 'autopilot'时，访问工作区外的路径（如~/.deepcopilot/memory.md）静默放行，不再弹出“访问工作区之外”对话框，与 autopilot 语义保持一致。其他模式（manual/auto-edit）行为不变。 - English:
ensurePathAllowed()insrc/tools/utils.jsnow checks the approval mode. Inautopilot, paths outside the workspace (e.g.~/.deepcopilot/memory.md) are silently allowed and cached for the session, eliminating the previously dialog.manual/auto-editbehaviour is unchanged.
- 中文：在系统提示词的 Using tools 章节尊明确声明
run_shell拥有完整的操作系统访问能力，并给出 WindowsStart-Process/ macOSopen/ Linuxxdg-open的调起范例，禁止 Agent 以“无法启动桌面应用”为由拒绝任务；修复 autopilot 下“打开某某软件”请求被静默拒绝的问题。 - English: Added an explicit positive clause to the Using-tools section of the system prompt that declares
run_shellhas full OS-level access, with platform-specific launchers (Start-Process,open,xdg-open). Fixes the regression where the agent refused to attempt launching desktop apps in autopilot mode (tool_calls=0).
- 🇬🇧 Locale-aware font switching: on startup, reads
vscode.env.language;zh-*locales use a CJK-optimised font stack (Microsoft YaHei UI / PingFang SC / Noto Sans CJK SC, with Linux fallback), all other locales use a Latin-optimised stack (Segoe UI / Inter / system-ui). Implemented viahtml[data-locale]CSS attribute selectors — zero bundle-size increase. 🇨🇳 语言感知字体切换：启动时读取vscode.env.language，zh-*语言使用中文优化字体栈（微软雅黑 UI / 苹方 / Noto Sans CJK / WenQuanYi，覆盖 Win/Mac/Linux），其他语言切换为 Latin 优化字体栈（Segoe UI / Inter / system-ui）。通过html[data-locale]CSS 属性选择器实现，零打包体积增加。 - 🇬🇧 Full webview i18n: all 20 hardcoded Chinese strings in the webview HTML template (welcome subtitle, input placeholder, session panel labels & buttons, empty-state text, thinking indicator, all tooltips) now route through the existing
t()i18n system. English VS Code users see a fully English interface. 🇨🇳 Webview 界面全面本地化：src/webview/html.js中 20 处硬编码中文字符串全部接入现有t()国际化系统（欢迎页副标题、输入框提示、会话面板标签与按钮、空状态文本、思考中指示器、所有工具提示）。英文 VS Code 用户现在看到完整的英文界面。
- 🇬🇧 One-click access to all API keys: clicking the 🔑 button now opens a unified QuickPick panel with three items — DeepSeek API Key (required), Tavily API Key (optional), and Base URL — each showing live status, masked key preview, and inline help. The Tavily key, previously only accessible via the command palette, is now visible in the UI. 🇨🇳 一键访问所有 API 配置：点击 🔑 按钮现会弹出统一的 QuickPick 面板，包含三项设置——DeepSeek API Key（必填）、Tavily API Key（可选）、Base URL，每项都显示实时状态、脱敏后的 Key 预览与说明。Tavily Key 之前只能通过命令面板访问，现在在 UI 中可见。
- 🇬🇧 Status indicators: codicon icons (
pass-filled/circle-large-outline) show at a glance which keys are configured. 🇨🇳 状态图标：使用 codicon 图标（pass-filled/circle-large-outline）一眼看出哪些 Key 已配置。 - 🇬🇧 Looped UI: after configuring one item, the panel returns automatically so users can set multiple keys without reopening. 🇨🇳 循环面板：设置完一项后面板自动返回列表，可连续配置多项无需重新点击。
- 🇬🇧 README: added a “API Keys Required” section near the top to help new users get set up faster. 🇨🇳 README 更新：顶部新增「API Keys Required」章节，帮助新用户更快上手。
- 🇬🇧 HTML inline tag whitelist expanded:
SAFE_HTML_TAGSnow covers all common inline HTML elements —strong,em,b,i,span,code,a,p,time,data,wbr,bdi,bdo,ruby/rt/rp/rband all previous tags. Model-output HTML inline tags no longer appear as escaped text. 🇨🇳 内联标签白名单全面扩充：新增strong、em、b、i、span、code、a、p、time、data、wbr、bdi/bdo、ruby/rt/rp/rb等标签，模型输出的内联 HTML 不再显示为转义文本。 - 🇬🇧 Block-level heading tags (
h1–h6) added to theHB_TAGSextractor and DOMPurifyADD_TAGS— headings now render correctly instead of showing as raw HTML. 🇨🇳 块级标题标签（h1–h6）加入HB_TAGS提取器与 DOMPurifyADD_TAGS，标题不再显示为原始 HTML。 - 🇬🇧 Fixed placeholder token ordering bug:
HBRAWblocks are now restored beforeHTMLinline tokens, fixing theHTML12ρHTML13artefact that appeared when inline tags (<var>,<sub>etc.) were nested inside block elements (<ul>,<div>etc.). 🇨🇳 修复占位符还原顺序 Bug：将HBRAW块的还原调整到HTML内联 token 之前，修复<var>等标签嵌套在<ul>内时出现HTML12ρHTML13乱码的问题。 - 🇬🇧 1M context window support:
COMPACT_BUDGETraised to 600K,MODEL_CTX_HARD_LIMITraised to 900K, andmax_tokensraised to 32 768 — matching DeepSeek's actual 1M input / 384K output limits. Long conversations no longer hit the 60K hard cap that previously caused premature compaction. 🇨🇳 支持 1M 上下文：COMPACT_BUDGET提升至 60 万，MODEL_CTX_HARD_LIMIT提升至 90 万，max_tokens提升至 32 768，完全匹配 DeepSeek 1M 输入 / 384K 输出的实际规格，彻底解决长对话过早触发压缩或报错的问题。 - 🇬🇧 System prompt updated:
h1–h6tags added to the safe HTML tag list; model instructed not to use inlinestyle=attributes. 🇨🇳 系统提示词更新：新增h1–h6进安全标签列表，并明确告知模型不要使用内联style=属性。
- 🇬🇧
spawn_agent: launch isolated sub-agents with their own context; multiple sub-agent calls in the same turn now execute in parallel (Phase 1), matchingread_file/grep_searchbehaviour. 🇨🇳spawn_agent：启动独立上下文的子 Agent；同一轮次的多个子 Agent 调用现在并行执行，与read_file/grep_search行为一致。 - 🇬🇧 Streaming terminal cards:
run_shell,web_search,spawn_agentoutputs now render in expandable cards with live-streaming content. 🇨🇳 流式终端卡片：run_shell、web_search、spawn_agent输出以可展开卡片实时渲染。 - 🇬🇧 TLS keep-alive retry and large-file streaming safety improvements. 🇨🇳 TLS keep-alive 重试与大文件流式安全改进。
- 🇬🇧 Skill notice bar:
/skillchip is now displayed as a dedicated blue pill inside the input row (outside the file-chip area), making the active skill always visible alongside the textarea. 🇨🇳 Skill 提示栏：激活的/skill现以独立蓝色胶囊显示在输入行内（与文件附件 chip 区分），一眼即可看到当前挂载的 Skill。 - 🇬🇧 File attachment chips and skill chip are now rendered in separate DOM elements — no z-index conflicts, no invisible chips. 🇨🇳 文件附件 chip 与 Skill chip 分离为独立 DOM 元素，彻底消除层叠冲突与不可见 chip 问题。
- 🇬🇧 Input row (
#inp-row) wraps the skill notice and textarea as a flex row so both are always in view. 🇨🇳 输入行（#inp-row）以 flex 布局将提示栏与输入框并排，互不遮挡。
- 🇬🇧 Skill discovery: scans
~/.claude/skills/&~/.copilot/skills/forSKILL.mdat startup; skills appear in the/slash-command menu. 🇨🇳 Skill 自动发现：启动时扫描~/.claude/skills/与~/.copilot/skills/，发现的 Skill 自动合并进/菜单。 - 🇬🇧 Image attachments: drag or click-attach PNG/JPG/GIF/WebP; thumbnail preview in chip bar; binary-file guard; multimodal
image_urlformat sent to DeepSeek vision API. 🇨🇳 图片附件：拖拽或点击附加 PNG/JPG/GIF/WebP；chip 栏缩略图预览；二进制文件友好报错；以image_url格式发送给视觉 API。 - 🇬🇧 All logo/icon assets consolidated under
imgs/; webviewlocalResourceRootsupdated. 🇨🇳 所有 logo 文件统一移入imgs/，Webview 资源根路径同步更新。 - 🇬🇧 Auto-creates
~/.deepcopilot/skills/directory on activation. 🇨🇳 激活时自动创建~/.deepcopilot/skills/目录。
- 🇬🇧 New branding: white whale logo on dark background, SVG vector activity bar icon.🇨🇳 全新品牌形象：黑底白色小鲸鱼 logo，活动栏矢量图标。
- 🇬🇧 Cleaner layout: top toolbar removed; API key 🔑 moved to footer bottom-right.🇨🇳 更简洁的布局：顶部工具栏移除，API Key 🔑 移至右下角底栏。
- 🇬🇧 Auto-grow textarea: input box grows with content, GH Copilot style (max 200px).🇨🇳 自适应输入框：随内容自动增高（对齐 GH Copilot 风格，最高 200px）。
- 🇬🇧 Stability fixes: activation crash from unescaped backtick in system prompt; JS null reference from removed DOM element. 🇨🇳 稳定性修复：系统提示词反引号导致的激活崩溃；DOM 元素删除后 JS 空引用。
- 🇬🇧 HTML rendering in chat: model responses render full Markdown + HTML + KaTeX math.🇨🇳 HTML 渲染：响应支持完整 Markdown + HTML + KaTeX 数学公式。
- 🇬🇧 Account balance widget in footer: shows remaining DeepSeek credit, click to refresh.🇨🇳 账户余额：底栏实时显示 DeepSeek 余额，点击刷新。
- 🇬🇧 PR automation tooling improvements. 🇨🇳 PR 自动化工具改进。
- 🇬🇧 MCP client (
src/mcp.js): connect any MCP stdio tool server; tools appear asmcp__<server>__<tool>. Configure viadeepseekAgent.mcp.servers. - 🇨🇳 MCP 客户端（
src/mcp.js）：连接任意 MCP stdio 工具服务器，工具以mcp__<server>__<tool>并列出现，通过deepseekAgent.mcp.servers配置。 - 🇬🇧 Post-tool hooks (
src/hooks.js): run custom scripts after any tool call. Configure via.deepcopilot/hooks.json. Output injected into model context. - 🇨🇳 工具后置钩子（
src/hooks.js）：任意工具调用后自动执行用户脚本，输出注入模型上下文。 - 🇬🇧 User memory:
~/.deepcopilot/memory.mdis injected (capped 4 KB) into every system prompt as "User preferences". - 🇨🇳 用户记忆：
~/.deepcopilot/memory.md（最多 4KB）注入每次对话的系统提示词。 - 🇬🇧 Revert last turn:
revert_last_turntool +deepseekAgent.revertLastTurncommand — roll back all file changes from the current agent turn in one click. - 🇨🇳 一键回滚：
revert_last_turn工具与deepseekAgent.revertLastTurn命令，一键撤销当前轮次所有文件改动。 - 🇬🇧 Post-edit LSP diagnostics: errors & warnings auto-appended after every file edit so the model can self-verify.
- 🇨🇳 编辑后 LSP 诊断：每次文件编辑后自动追加错误与警告，模型可据此自行修复。
- 🇬🇧 Multiple independent tool calls in one model turn (parallel execution).
@filenameattachment.apply_patchfor multi-hunk edits. Tool result caching. - 🇨🇳 单轮多工具并行执行；
@文件名附件；apply_patch多 hunk 编辑；工具结果缓存。
- 🇬🇧 Added
web_searchtool powered by Tavily API. - 🇨🇳 新增
web_search工具，基于 Tavily API。
- 🇬🇧 Tool rows are now hairline-bordered, no fill, GitHub-Copilot-Chat style.
- 🇨🇳 工具行改为细线分隔 + 无填充，接近 GitHub Copilot Chat 视觉。
- 🇬🇧 Switch sessions while a run is in flight; events buffer and replay on return. Refactored into modular
src/. - 🇨🇳 任务运行中可切走开新对话，事件缓冲、切回自动回放；代码拆分为模块化
src/。
- 🇬🇧 Stop + Esc, blinking cursor, progress bar, code blocks with Run/Insert/Copy, syntax highlight, fold, hover bar, slash-commands,
@refs, prompt history, bilingual error cards. - 🇨🇳 Stop + Esc 中断、闪烁光标、进度条、代码块操作、语法高亮、折叠、悬浮操作栏、斜杠命令、
@上下文、↑/↓ 历史、双语错误卡。
Full history: see git log and Releases. 完整历史：见 git log 与 Releases。
MIT © ZhouChaunge. See LICENSE.
🇨🇳 让高质量 AI 生产力开放、公平、普惠，触手可及。
🇬🇧 Make high-quality AI productivity open, fair, and affordable for everyone.