191 lines
9.2 KiB
Markdown
191 lines
9.2 KiB
Markdown
# Command Code OpenAI Bridge
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Command Code OpenAI Bridge 是一个仅在本机运行的 OpenAI Chat Completions 兼容服务。它把 OpenAI 客户端发送的文本对话转交给 Command Code CLI 执行,并将最终 assistant 回复以标准 Chat Completions 格式返回。
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默认 API 地址:`http://127.0.0.1:18000/v1`
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## 工作方式
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每个请求都会启动一个独立的 Command Code headless agent:
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1. 接收并校验 OpenAI Chat Completions 请求。
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2. 保留消息的角色、顺序和完整文本,将全部会话历史序列化后通过 stdin 传给 Command Code。
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3. 在启动服务的终端中显示模型状态、turn、工具调用、工具结果、stderr、最终回答和耗时。
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4. 从 Command Code 的 NDJSON 结构化结果中提取 `finalText`。
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5. 只把最终回复和可用的 token usage 返回给 API 客户端。
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服务不保存跨请求会话。每次调用都使用 `--no-session`,对话历史由客户端维护并在请求中完整提供。
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## 主要能力
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- 提供 `GET /health`、`GET /v1/models` 和 `POST /v1/chat/completions`。
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- 支持字符串形式的 `content` 和 OpenAI 文本 part 数组。
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- 接受 `stream: true`,但 Command Code 调用仍为非流式;完整结果生成后再一次性封装为 SSE 事件返回。
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- 支持中文、Unicode、Markdown、代码块和较长文本。
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- 模型名称通过 YAML 配置映射到实际 Command Code 模型。
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- 请求内容通过 stdin 传输,不受命令行参数长度限制。
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- 同时只运行一个 Command Code 请求;忙碌时返回 HTTP 429。
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- 客户端断开、请求取消、总超时和 Ctrl+C 会终止当前子进程组。
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- 单次 Command Code 失败后,HTTP 服务可继续处理后续请求。
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- Authorization 请求头会被忽略,服务强制绑定 `127.0.0.1`。
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当前只支持文本 Chat Completions。`stream: true` 是客户端兼容层,不会实时输出 Command Code 的生成过程。图片、音频、function calling、Responses API 和服务端会话均未实现。
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## 技术实现
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- Node.js 22+
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- TypeScript
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- Fastify
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- Zod
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- YAML
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- Command Code CLI 官方 headless 模式:`-p --output-format json`
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项目使用普通子进程读取 Command Code 的 NDJSON 事件。终端输出由本项目渲染,可显示主要运行事件,但不包含 Command Code 原始 Ink TUI、动画和键盘交互。启用 `dangerously_skip_permissions` 时会向 CLI 传入 `--yolo`,只应在可信工作目录中使用。
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## 项目结构
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```text
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src/
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├── index.ts # 程序入口、服务启动和信号处理
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├── server.ts # HTTP 路由、单请求状态和错误处理
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├── openai.ts # 请求校验、消息转换和响应生成
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├── command-code.ts # CLI 检查、子进程管理和最终结果提取
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├── renderer.ts # Command Code 事件的终端显示
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└── config.ts # YAML 配置读取与校验
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scripts/
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├── install.sh # 安装依赖并构建项目
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└── start.sh # 启动服务
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examples/
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├── python_client.py # OpenAI Python SDK 示例
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└── node_client.mjs # OpenAI Node.js SDK 示例
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```
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## 快速开始
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```bash
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./scripts/install.sh
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command-code login
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command-code status --json
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./scripts/start.sh
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```
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默认配置位于 `config.yaml`,配置示例位于 `config.example.yaml`。常用配置包括监听端口、Command Code 可执行文件、工作目录、总超时、请求体上限、最大 turn 数、权限模式和模型映射。
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调用示例:
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```bash
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curl http://127.0.0.1:18000/v1/chat/completions \
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-H 'Content-Type: application/json' \
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-d '{
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"model": "command-default",
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"messages": [{"role": "user", "content": "用一句话解释递归。"}],
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"stream": false
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}'
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```
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更完整的安装、配置、接口说明、运行行为、检查结果和已知限制见 `README.md`。
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<!-- gitnexus:start -->
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# GitNexus — Code Intelligence
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This project is indexed by GitNexus as **command-code-openai-bridge** (106 symbols, 201 relationships, 9 execution flows). Use the GitNexus MCP tools to understand code, assess impact, and navigate safely.
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> If any GitNexus tool warns the index is stale, run `npx gitnexus analyze` in terminal first.
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## Always Do
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- **MUST run impact analysis before editing any symbol.** Before modifying a function, class, or method, run `gitnexus_impact({target: "symbolName", direction: "upstream"})` and report the blast radius (direct callers, affected processes, risk level) to the user.
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- **MUST run `gitnexus_detect_changes()` before committing** to verify your changes only affect expected symbols and execution flows.
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- **MUST warn the user** if impact analysis returns HIGH or CRITICAL risk before proceeding with edits.
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- When exploring unfamiliar code, use `gitnexus_query({query: "concept"})` to find execution flows instead of grepping. It returns process-grouped results ranked by relevance.
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- When you need full context on a specific symbol — callers, callees, which execution flows it participates in — use `gitnexus_context({name: "symbolName"})`.
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## When Debugging
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1. `gitnexus_query({query: "<error or symptom>"})` — find execution flows related to the issue
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2. `gitnexus_context({name: "<suspect function>"})` — see all callers, callees, and process participation
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3. `READ gitnexus://repo/command-code-openai-bridge/process/{processName}` — trace the full execution flow step by step
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4. For regressions: `gitnexus_detect_changes({scope: "compare", base_ref: "main"})` — see what your branch changed
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## When Refactoring
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- **Renaming**: MUST use `gitnexus_rename({symbol_name: "old", new_name: "new", dry_run: true})` first. Review the preview — graph edits are safe, text_search edits need manual review. Then run with `dry_run: false`.
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- **Extracting/Splitting**: MUST run `gitnexus_context({name: "target"})` to see all incoming/outgoing refs, then `gitnexus_impact({target: "target", direction: "upstream"})` to find all external callers before moving code.
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- After any refactor: run `gitnexus_detect_changes({scope: "all"})` to verify only expected files changed.
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## Never Do
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- NEVER edit a function, class, or method without first running `gitnexus_impact` on it.
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- NEVER ignore HIGH or CRITICAL risk warnings from impact analysis.
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- NEVER rename symbols with find-and-replace — use `gitnexus_rename` which understands the call graph.
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- NEVER commit changes without running `gitnexus_detect_changes()` to check affected scope.
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## Tools Quick Reference
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| Tool | When to use | Command |
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|------|-------------|---------|
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| `query` | Find code by concept | `gitnexus_query({query: "auth validation"})` |
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| `context` | 360-degree view of one symbol | `gitnexus_context({name: "validateUser"})` |
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| `impact` | Blast radius before editing | `gitnexus_impact({target: "X", direction: "upstream"})` |
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| `detect_changes` | Pre-commit scope check | `gitnexus_detect_changes({scope: "staged"})` |
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| `rename` | Safe multi-file rename | `gitnexus_rename({symbol_name: "old", new_name: "new", dry_run: true})` |
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| `cypher` | Custom graph queries | `gitnexus_cypher({query: "MATCH ..."})` |
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## Impact Risk Levels
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| Depth | Meaning | Action |
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|-------|---------|--------|
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| d=1 | WILL BREAK — direct callers/importers | MUST update these |
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| d=2 | LIKELY AFFECTED — indirect deps | Should test |
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| d=3 | MAY NEED TESTING — transitive | Test if critical path |
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## Resources
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| Resource | Use for |
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|----------|---------|
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| `gitnexus://repo/command-code-openai-bridge/context` | Codebase overview, check index freshness |
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| `gitnexus://repo/command-code-openai-bridge/clusters` | All functional areas |
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| `gitnexus://repo/command-code-openai-bridge/processes` | All execution flows |
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| `gitnexus://repo/command-code-openai-bridge/process/{name}` | Step-by-step execution trace |
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## Self-Check Before Finishing
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Before completing any code modification task, verify:
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1. `gitnexus_impact` was run for all modified symbols
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2. No HIGH/CRITICAL risk warnings were ignored
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3. `gitnexus_detect_changes()` confirms changes match expected scope
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4. All d=1 (WILL BREAK) dependents were updated
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## Keeping the Index Fresh
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After committing code changes, the GitNexus index becomes stale. Re-run analyze to update it:
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```bash
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npx gitnexus analyze
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```
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If the index previously included embeddings, preserve them by adding `--embeddings`:
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```bash
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npx gitnexus analyze --embeddings
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```
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To check whether embeddings exist, inspect `.gitnexus/meta.json` — the `stats.embeddings` field shows the count (0 means no embeddings). **Running analyze without `--embeddings` will delete any previously generated embeddings.**
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> Claude Code users: A PostToolUse hook handles this automatically after `git commit` and `git merge`.
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## CLI
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| Task | Read this skill file |
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|------|---------------------|
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| Understand architecture / "How does X work?" | `.claude/skills/gitnexus/gitnexus-exploring/SKILL.md` |
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| Blast radius / "What breaks if I change X?" | `.claude/skills/gitnexus/gitnexus-impact-analysis/SKILL.md` |
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| Trace bugs / "Why is X failing?" | `.claude/skills/gitnexus/gitnexus-debugging/SKILL.md` |
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| Rename / extract / split / refactor | `.claude/skills/gitnexus/gitnexus-refactoring/SKILL.md` |
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| Tools, resources, schema reference | `.claude/skills/gitnexus/gitnexus-guide/SKILL.md` |
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| Index, status, clean, wiki CLI commands | `.claude/skills/gitnexus/gitnexus-cli/SKILL.md` |
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<!-- gitnexus:end -->
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