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@ -5,3 +5,6 @@ api_key = "sk-YO39YO8cIfGekojKR5prka8YcitpGUxDUFeo5Fogp1msvrpe"
|
||||
base_url = "https://api.118229.xyz/v1"
|
||||
# 可选：最大工具循环次数
|
||||
max_turns = 12
|
||||
LANGFUSE_SECRET_KEY="sk-lf-48f1ba27-c53d-443a-ab78-6db7735fd33e"
|
||||
LANGFUSE_PUBLIC_KEY="pk-lf-b9431acc-b0a6-494f-a9d3-ce8ac4ea33ba"
|
||||
LANGFUSE_BASE_URL="http://10.109.59.251:3000"
|
||||
85
AGENTS.md
85
AGENTS.md
@ -1,73 +1,42 @@
|
||||
# AGENTS.md
|
||||
|
||||
你是 `cc-slim`，一个只能基于当前仓库与用户输入行动的本地极简代理。
|
||||
这是当前 workspace 的项目级规则文件。
|
||||
|
||||
## 行动边界
|
||||
## 工作区规则
|
||||
|
||||
- 你只能依据以下信息行动：
|
||||
- 当前仓库中的文件
|
||||
- 当前用户输入
|
||||
- 工具返回的结果
|
||||
- 不要假设任何尚未看到的文件、命令、接口、配置或能力存在。
|
||||
- 信息缺失时，采用最小默认策略，并在最终回答里简短说明该默认策略。
|
||||
- 当前 workspace 是默认操作边界，不应主动读写工作区外文件，也不应主动探索无关路径。
|
||||
- `AGENTS.md`、`SKILLS/` 与代码文件都属于当前 workspace 输入，不属于程序内置 prompt。
|
||||
- 行动时必须以运行时注入的环境信息为准，特别是平台、shell、workspace 和可用工具列表。
|
||||
- 对运行时已明确注入的信息，默认直接使用；除非用户明确要求验证，否则不要再次用 Bash 查询当前目录、平台或类似已知状态。
|
||||
- 当前 harness 是极简实现，优先最小动作，不做不必要的重复试错。
|
||||
|
||||
## 默认策略
|
||||
## 交互规则
|
||||
|
||||
当用户请求处理仓库内任务时，按以下最小闭环执行：
|
||||
- REPL 内所有 slash command 由程序直接处理，不进入 agent loop。
|
||||
- REPL 会显示当前模式提示符，例如 `build >` 或 `plan >`。
|
||||
- `/clear` 是清空当前上下文的主别名，等价于 `/new`。
|
||||
|
||||
1. 先判断运行时状态、已有上下文和当前用户输入是否已经足以决定下一步。
|
||||
2. 只有在减少不确定性或执行动作确有必要时，才检查最相关的文件或调用工具。
|
||||
3. 选择最小的下一步动作。
|
||||
4. 使用工具后重新判断结果。
|
||||
5. 持续循环，直到得到最终答案或出现必须由用户补充的信息。
|
||||
## 模式与权限
|
||||
|
||||
当前 harness 是极简实现，优先最小动作，不做不必要的重复试错。
|
||||
- 支持 `/mode build` 和 `/mode plan` 两种模式，`plan` 为只读规划模式。
|
||||
- 写操作和 Bash 默认需要确认，可通过 `--auto-approve` 或 `/permissions auto-on` 跳过。
|
||||
- 工作区外访问和 `plan` 模式限制属于硬性边界，不通过审批放行。
|
||||
|
||||
行动时必须以运行时注入的环境信息为准，特别是平台、shell、工作目录和可用工具列表。
|
||||
## Memory 与验证
|
||||
|
||||
当前 workspace 是默认操作边界，不应主动读写工作区外文件，也不应主动探索无关路径。
|
||||
- `AGENTS.md` 是项目规则文件，不用于保存长期项目知识或用户偏好。
|
||||
- 当前项目支持结构化 memory：使用 `/remember` 保存长期知识，使用 `/memory` 查看。
|
||||
- `/dream` 的职责是从当前 session 提炼长期知识并更新 memory，不属于项目规则文件本身。
|
||||
- session 是原始对话历史，不直接拼进 system prompt；memory 才作为长期补充进入 prompt。
|
||||
- 默认语言：中文优先。
|
||||
- 默认验证：优先做最小可验证检查，不夸大成功状态。
|
||||
|
||||
REPL 内的会话管理命令优先使用 slash command。
|
||||
## 工具偏好
|
||||
|
||||
REPL 内所有 slash command 由程序直接处理，不进入 agent loop。
|
||||
|
||||
当前项目支持最小 memory：使用 `/remember` 保存长期信息，使用 `/memory` 查看。
|
||||
|
||||
写操作和 Bash 默认需要确认，可通过 `--auto-approve` 或 `/permissions auto-on` 跳过。
|
||||
|
||||
支持 `/mode build` 和 `/mode plan` 两种模式，`plan` 为只读规划模式。
|
||||
|
||||
未明确说明时，使用以下默认值：
|
||||
|
||||
- 工作目录：当前进程目录
|
||||
- 文件编码：`utf-8`
|
||||
- Shell 执行：按原样执行单条命令
|
||||
- 输出风格：简洁、直接
|
||||
- 路径不明确：先检查再操作
|
||||
- 需求有歧义：采用仍能推进任务的最窄解释
|
||||
|
||||
## 工具使用规则
|
||||
|
||||
- `Read`：用于读取文件内容。
|
||||
- 需要按文件名或路径模式查找时，优先使用 `Glob`。
|
||||
- 需要搜索文件内容时，优先使用 `Grep`。
|
||||
- 默认只应在当前 workspace 内读写和执行与项目相关的操作。
|
||||
- 修改已有文件内容时，优先使用 `Edit` 工具。
|
||||
- 创建新文件时，优先使用 `Write` 工具。
|
||||
- `Bash`：用于执行必须通过 shell 完成的最小命令。
|
||||
- 只有在确实需要复杂 shell 特性时才使用 Bash。
|
||||
- 不要用 Bash 拼接文件内容。
|
||||
- 修改已有文件内容时，优先使用 `Edit`。
|
||||
- 创建新文件时，优先使用 `Write`。
|
||||
- 只有在确实需要复杂 shell 特性时才使用 `Bash`。
|
||||
- 不要用 `Bash` 拼接文件内容。
|
||||
- Windows 环境下优先使用兼容写法，不默认使用 `cat <<EOF`、`ls -la` 等 Unix 风格写法。
|
||||
- 同一写入或创建目标，最多尝试 2 种不同 Bash 方案。
|
||||
- 如果两次 Bash 方案失败，应立即收敛：
|
||||
- 先检查路径、文件状态、shell 兼容性。
|
||||
- 如仍不确定，则询问用户，而不是继续盲试。
|
||||
- 不能虚构工具输出。
|
||||
- 不能在未验证前声称文件存在、命令成功或修改已生效。
|
||||
|
||||
## 回答规则
|
||||
|
||||
- 对不确定性保持诚实。
|
||||
- 需要时引用具体文件或命令。
|
||||
- 输出保持简短直接，不夸大成功状态。
|
||||
- 若受阻，只询问当前缺失的关键信息。
|
||||
|
||||
224
ARCHITECTURE.md
Normal file
224
ARCHITECTURE.md
Normal file
@ -0,0 +1,224 @@
|
||||
# 架构说明
|
||||
|
||||
本文档解释当前代码中真实存在的 `cc-slim` 架构。
|
||||
|
||||
## 当前已实现
|
||||
|
||||
### 1. 入口层
|
||||
|
||||
`src/cc_slim/main.py` 提供单一 Typer 命令入口，支持：
|
||||
|
||||
- 单次 prompt 执行
|
||||
- REPL 模式
|
||||
- 显式 `--workspace`
|
||||
- history 列表与 session resume
|
||||
- `--auto-approve` 启动模式
|
||||
|
||||
REPL 本身刻意保持很小。slash command 会在普通 agent loop 之前先被拦截。
|
||||
|
||||
当前代码里也明确区分两个 root：
|
||||
|
||||
- program root
|
||||
- `cc-slim` 自己读取 `.cc-slim.toml` 的位置
|
||||
- workspace root
|
||||
- 真正被工具、session、memory、权限与边界逻辑操作的项目目录
|
||||
|
||||
### 2. 命令层
|
||||
|
||||
`src/cc_slim/commands.py` 是一个很薄的 slash command 路由层。
|
||||
|
||||
它负责处理：
|
||||
|
||||
- session 命令
|
||||
- memory 命令
|
||||
- mode 命令
|
||||
- permission 命令
|
||||
|
||||
它本身不负责模型推理逻辑，而是把动作委托给 store 或当前 `Agent`。
|
||||
|
||||
### 3. 核心 Agent Loop
|
||||
|
||||
`src/cc_slim/engine.py` 包含最小 harness 闭环：
|
||||
|
||||
1. 把用户消息追加到内存 history
|
||||
2. 调模型
|
||||
3. 流式输出文本 chunk
|
||||
4. 如果模型请求工具，先做权限检查
|
||||
5. 执行工具
|
||||
6. 回填工具结果
|
||||
7. 循环，直到得到最终回答或达到最大轮数
|
||||
|
||||
当前对外有两个主要入口：
|
||||
|
||||
- `stream_reply()`
|
||||
- 给 REPL 使用
|
||||
- `reply()`
|
||||
- 兼容包装层，把流式文本拼成完整字符串
|
||||
|
||||
### 4. Prompt 组装
|
||||
|
||||
system prompt 的层次是刻意分开的：
|
||||
|
||||
1. 内置 `system.md`
|
||||
2. runtime summary
|
||||
3. workspace `AGENTS.md`
|
||||
4. workspace `SKILLS/*.md`
|
||||
5. `Memory`
|
||||
|
||||
每一层只负责自己的职责，不混用。
|
||||
|
||||
### 5. 工具层
|
||||
|
||||
`src/cc_slim/tools.py` 提供一个刻意收窄的工具面：
|
||||
|
||||
- `Read`
|
||||
- `Glob`
|
||||
- `Grep`
|
||||
- `Write`
|
||||
- `Edit`
|
||||
- `Bash`
|
||||
|
||||
设计重点是：工具都是简单的 string-in / string-out primitive。
|
||||
|
||||
重要边界：
|
||||
|
||||
- 文件类工具通过 `_safe_path()` 保持在 workspace 内
|
||||
- `Edit` 与 `Write` 都是整文件覆盖，不支持局部 patch
|
||||
- `Grep` 是普通文本搜索，不是 regex 引擎
|
||||
- `Bash` 可用，但受 mode、permission 与 workspace boundary 控制
|
||||
|
||||
### 6. Session 层
|
||||
|
||||
`src/cc_slim/session.py` 保存原始对话历史。
|
||||
|
||||
Session 的职责是：
|
||||
|
||||
- 保存可恢复的消息历史
|
||||
- 支持 `--history` 与 `--resume`
|
||||
- 保存标题、时间戳等元信息
|
||||
|
||||
Session 刻意保持为“原始历史”，而不是长期知识。
|
||||
|
||||
### 7. Memory 层
|
||||
|
||||
`src/cc_slim/memory.py` 以 Markdown 形式保存结构化长期知识。
|
||||
|
||||
当前 sections：
|
||||
|
||||
- `User Memory`
|
||||
- `Project Memory`
|
||||
- `Constraints`
|
||||
- `Consolidated Facts`
|
||||
- `Scratch Notes`
|
||||
|
||||
Memory 不是 transcript。它是一个能跨 session 持续带入 prompt 的长期知识层。
|
||||
|
||||
### 8. Dream 层
|
||||
|
||||
Dream v1 当前以手动命令形式存在：
|
||||
|
||||
- `/dream`
|
||||
|
||||
它只使用当前已加载的 session，调用模型提炼长期有价值的信息，把结果写回结构化 Memory，并刷新内存中的 system prompt。
|
||||
|
||||
这很关键，因为 Dream 不是 summary。summary 压缩对话内容，而 Dream 要保留的是未来仍值得记住的知识。
|
||||
|
||||
### 9. Mode、Permission、Boundary
|
||||
|
||||
当前工具执行受三层控制：
|
||||
|
||||
- mode
|
||||
- permission approval
|
||||
- workspace boundary
|
||||
|
||||
优先级关系很重要：
|
||||
|
||||
1. 先做硬阻止
|
||||
2. 再进入审批
|
||||
3. 最后才执行工具
|
||||
|
||||
当前硬阻止包括：
|
||||
|
||||
- `plan` 模式下阻止 `Write`、`Edit`、`Bash`
|
||||
- 明显指向 workspace 外路径的 `Bash`
|
||||
|
||||
只有通过硬阻止检查后，才会进入普通 y/n 审批流程。
|
||||
|
||||
## 为什么 Memory 不是 Session
|
||||
|
||||
这是整个项目最重要的设计点之一。
|
||||
|
||||
Session：
|
||||
|
||||
- 原始对话和工具轨迹
|
||||
- 可恢复
|
||||
- 天然带噪声
|
||||
- 适合做连续性上下文
|
||||
|
||||
Memory：
|
||||
|
||||
- 结构化长期知识
|
||||
- 不是“发生过”就保留，而是“值得以后继续记住”才保留
|
||||
- 规模足够小，可以持续注入 prompt
|
||||
|
||||
如果把 Session 和 Memory 混成一个概念，整个 harness 会同时失去清晰性和可控性。
|
||||
|
||||
## 为什么 Dream 不是 Summary
|
||||
|
||||
Summary 回答的问题是：
|
||||
|
||||
- 这次对话发生了什么？
|
||||
|
||||
Dream 回答的问题是：
|
||||
|
||||
- 这次对话里有哪些内容以后仍值得记住？
|
||||
|
||||
所以当前 Dream v1：
|
||||
|
||||
- 不做 multi-session 汇总
|
||||
- 不改写 `AGENTS.md`
|
||||
- 只更新结构化 memory sections
|
||||
- 保留 `Scratch Notes`
|
||||
|
||||
它是一个很小的 consolidation pass，而不是 transcript reducer。
|
||||
|
||||
## 为什么 AGENTS.md 不再承担系统人设
|
||||
|
||||
`system.md` 负责内置 harness 行为。
|
||||
|
||||
workspace `AGENTS.md` 负责项目 / 工作区规则。
|
||||
|
||||
这样可以把这几类东西拆开：
|
||||
|
||||
- 程序内置身份和行为
|
||||
- 当前项目规则
|
||||
- 长期用户 / 项目知识
|
||||
|
||||
如果不拆开，prompt assembly 会越来越难理解，也更难继续演化。
|
||||
|
||||
## 当前明确未做的内容
|
||||
|
||||
当前架构没有实现：
|
||||
|
||||
- sandbox
|
||||
- sub-agent orchestration
|
||||
- 向量记忆检索
|
||||
- 自动 dream 或定时 consolidation
|
||||
- multi-session dream
|
||||
- 复杂权限策略
|
||||
- patch 级编辑工具
|
||||
- skill execution isolation
|
||||
|
||||
这些都是刻意保留在范围之外的内容。
|
||||
|
||||
## 未来可选增强
|
||||
|
||||
如果项目以后继续扩展，合理的可选方向包括：
|
||||
|
||||
- 更稳健的 `Bash` 风险检测，而不是完整 shell 解析
|
||||
- memory section 质量约束
|
||||
- 针对选定 session 的 dream
|
||||
- 更明确的配置来源 / 生效状态展示
|
||||
- 更细一点的 streaming 边界测试
|
||||
|
||||
这些是可选增强，不是当前已经实现的能力。
|
||||
302
README.md
302
README.md
@ -0,0 +1,302 @@
|
||||
# cc-slim
|
||||
|
||||
`cc-slim` is a deliberately small coding harness in the style of Claude Code / Codex.
|
||||
|
||||
It focuses on the core local loop only:
|
||||
|
||||
- REPL / CLI entry
|
||||
- model-driven agentic loop
|
||||
- streamed text output
|
||||
- small tool surface
|
||||
- session persistence
|
||||
- structured project memory
|
||||
- manual `/dream` consolidation
|
||||
- mode / permission / workspace control
|
||||
|
||||
The project is intentionally not a full platform. It is built to be readable, easy to explain in an interview, and small enough to reason about end to end.
|
||||
|
||||
## What It Actually Implements
|
||||
|
||||
- Agentic loop with model -> tool call -> tool execution -> tool result -> final answer
|
||||
- Streaming REPL output with tool call / tool result status lines
|
||||
- Built-in tools:
|
||||
- `Read`
|
||||
- `Glob`
|
||||
- `Grep`
|
||||
- `Write`
|
||||
- `Edit`
|
||||
- `Bash`
|
||||
- Slash command router for session, memory, mode, and permissions
|
||||
- Session persistence with history / resume
|
||||
- Structured Memory v2 stored as Markdown
|
||||
- Manual Dream v1 to consolidate the current session into Memory
|
||||
- Permission gate for `Write`, `Edit`, and `Bash`
|
||||
- `build` / `plan` mode
|
||||
- workspace boundary as the default operating scope
|
||||
- explicit `--workspace` support
|
||||
|
||||
## What It Does Not Implement
|
||||
|
||||
- sandboxing
|
||||
- sub-agents or coordinator routing
|
||||
- vector database or Mem0 backend
|
||||
- automatic background dream / consolidation
|
||||
- multi-session dream
|
||||
- complex skill execution framework
|
||||
- fine-grained path allowlists / denylists
|
||||
|
||||
Those are intentional omissions, not missing TODOs.
|
||||
|
||||
## Installation
|
||||
|
||||
```bash
|
||||
uv sync
|
||||
```
|
||||
|
||||
Set credentials through environment variables or `.cc-slim.toml` in the `cc-slim` program directory.
|
||||
|
||||
`--workspace` only changes the target project. It does not change where `cc-slim` reads its own config.
|
||||
|
||||
## Quick Start
|
||||
|
||||
Run inside the target project directory:
|
||||
|
||||
```bash
|
||||
uv run cc-slim
|
||||
```
|
||||
|
||||
Run from elsewhere but target a workspace explicitly:
|
||||
|
||||
```bash
|
||||
uv run cc-slim --workspace E:\04test
|
||||
```
|
||||
|
||||
Single-shot prompt:
|
||||
|
||||
```bash
|
||||
uv run cc-slim "what does this repo do?"
|
||||
```
|
||||
|
||||
List history for the current workspace:
|
||||
|
||||
```bash
|
||||
uv run cc-slim --history
|
||||
```
|
||||
|
||||
Resume a prior session:
|
||||
|
||||
```bash
|
||||
uv run cc-slim --resume 1
|
||||
```
|
||||
|
||||
Skip confirmation for high-risk tools:
|
||||
|
||||
```bash
|
||||
uv run cc-slim --auto-approve
|
||||
```
|
||||
|
||||
## REPL Commands
|
||||
|
||||
Session:
|
||||
|
||||
- `/history`
|
||||
- `/resume <id-or-index>`
|
||||
- `/new`
|
||||
- `/clear` as an alias for `/new`
|
||||
|
||||
Memory:
|
||||
|
||||
- `/memory`
|
||||
- `/remember <text>`
|
||||
- `/dream`
|
||||
|
||||
Mode:
|
||||
|
||||
- `/mode`
|
||||
- `/mode build`
|
||||
- `/mode plan`
|
||||
- `/build`
|
||||
- `/plan`
|
||||
|
||||
Permissions:
|
||||
|
||||
- `/permissions`
|
||||
- `/permissions auto-on`
|
||||
- `/permissions auto-off`
|
||||
|
||||
## Runtime Model
|
||||
|
||||
There are two roots in the current code:
|
||||
|
||||
- program root
|
||||
- the `cc-slim` repository itself
|
||||
- used for reading `.cc-slim.toml`
|
||||
- workspace root
|
||||
- the project being operated on
|
||||
- used for `AGENTS.md`, `SKILLS`, `Session`, `Memory`, permissions, and boundary checks
|
||||
|
||||
The system prompt is assembled in this order:
|
||||
|
||||
1. `src/cc_slim/system.md`
|
||||
2. runtime summary
|
||||
3. workspace `AGENTS.md`
|
||||
4. workspace `SKILLS/*.md`
|
||||
5. structured `Memory`
|
||||
|
||||
This keeps responsibilities separate:
|
||||
|
||||
- `system.md`
|
||||
- built-in harness behavior
|
||||
- workspace `AGENTS.md`
|
||||
- workspace / project rules
|
||||
- `Memory`
|
||||
- long-lived project knowledge and user preferences
|
||||
- `Session`
|
||||
- raw conversation history
|
||||
- `Dream`
|
||||
- manual consolidation from the current session into Memory
|
||||
|
||||
## Mermaid Architecture
|
||||
|
||||
```mermaid
|
||||
flowchart TD
|
||||
U[User] --> CLI[CLI / REPL in main.py]
|
||||
CLI --> CMD[Slash command router in commands.py]
|
||||
CLI --> LOOP[Agent loop in engine.py]
|
||||
|
||||
CMD --> SESS[SessionStore]
|
||||
CMD --> MEM[MemoryStore]
|
||||
CMD --> MODE[ModeState]
|
||||
CMD --> PERM[PermissionChecker]
|
||||
CMD --> DREAM[/dream -> Agent.dream/]
|
||||
|
||||
SYS[system.md] --> PROMPT[Prompt Assembly]
|
||||
RT[Runtime Summary] --> PROMPT
|
||||
AG[workspace AGENTS.md] --> PROMPT
|
||||
SK[workspace SKILLS/*.md] --> PROMPT
|
||||
MEM --> PROMPT
|
||||
|
||||
PROMPT --> LOOP
|
||||
SESS --> LOOP
|
||||
|
||||
LOOP --> TOOLS[Read / Glob / Grep / Write / Edit / Bash]
|
||||
PERM --> TOOLS
|
||||
MODE --> PERM
|
||||
BOUNDARY[Workspace Boundary] --> PERM
|
||||
|
||||
LOOP --> STREAM[Streaming text + tool events]
|
||||
STREAM --> CLI
|
||||
|
||||
DREAM --> MEM
|
||||
SESS --> CMD
|
||||
```
|
||||
|
||||
## Tools
|
||||
|
||||
Current tool boundaries are intentionally narrow:
|
||||
|
||||
- `Read`
|
||||
- reads a text file inside the workspace
|
||||
- `Glob`
|
||||
- matches paths inside the workspace
|
||||
- `Grep`
|
||||
- plain-text contains search inside the workspace
|
||||
- not regex-based
|
||||
- returns up to 20 matches
|
||||
- `Write`
|
||||
- create or overwrite a full file
|
||||
- `Edit`
|
||||
- overwrite an existing file with full new content
|
||||
- `Bash`
|
||||
- runs a shell command with the workspace as `cwd`
|
||||
|
||||
There is no partial-edit patch tool, no AST manipulation, and no shell sandbox.
|
||||
|
||||
## Modes, Permissions, and Boundary Control
|
||||
|
||||
`build` mode is the normal execution mode.
|
||||
|
||||
`plan` mode is read-only in practice:
|
||||
|
||||
- allowed by default:
|
||||
- `Read`
|
||||
- `Glob`
|
||||
- `Grep`
|
||||
- hard-blocked:
|
||||
- `Write`
|
||||
- `Edit`
|
||||
- `Bash`
|
||||
|
||||
Permission behavior:
|
||||
|
||||
- `Read`, `Glob`, `Grep` are auto-allowed
|
||||
- `Write`, `Edit`, `Bash` require confirmation unless `--auto-approve` or `/permissions auto-on` is enabled
|
||||
- hard boundaries are checked before approval:
|
||||
- `plan` mode restrictions
|
||||
- obvious workspace-external `Bash` targets
|
||||
|
||||
## Session, Memory, Dream
|
||||
|
||||
Session storage:
|
||||
|
||||
- stored under `~/.config/cc-slim/sessions/<workspace>/`
|
||||
- message history in `.jsonl`
|
||||
- metadata in `.meta.json`
|
||||
|
||||
Memory storage:
|
||||
|
||||
- stored under `~/.config/cc-slim/memory/<workspace>/MEMORY.md`
|
||||
- structured sections:
|
||||
- `User Memory`
|
||||
- `Project Memory`
|
||||
- `Constraints`
|
||||
- `Consolidated Facts`
|
||||
- `Scratch Notes`
|
||||
|
||||
`/remember`:
|
||||
|
||||
- appends raw notes into `Scratch Notes`
|
||||
|
||||
`/dream`:
|
||||
|
||||
- uses only the currently loaded session
|
||||
- asks the model to extract durable information
|
||||
- updates structured Memory sections
|
||||
- keeps `Scratch Notes` intact
|
||||
|
||||
This is consolidation, not chat summary.
|
||||
|
||||
## Why This Project Is Intentionally Small
|
||||
|
||||
This repository is meant to demonstrate the core harness mechanics without hiding them behind infrastructure.
|
||||
|
||||
It intentionally does not include:
|
||||
|
||||
- sandbox
|
||||
- because the project is about control flow and boundary handling, not process isolation
|
||||
- sub-agent / coordinator orchestration
|
||||
- because a single readable loop is easier to explain and verify
|
||||
- vector DB / Mem0 backend
|
||||
- because Memory here is file-based and explicit by design
|
||||
- automatic background dream
|
||||
- because manual consolidation makes the memory boundary easier to reason about
|
||||
- complex skill runtime
|
||||
- because workspace `SKILLS/*.md` is enough to show prompt layering without building a plugin platform
|
||||
|
||||
The result is smaller than production systems, but much easier to inspect, demo, and discuss.
|
||||
|
||||
## Testing
|
||||
|
||||
Run the current test suite:
|
||||
|
||||
```bash
|
||||
uv run pytest -q
|
||||
```
|
||||
|
||||
Current tests cover:
|
||||
|
||||
- config resolution
|
||||
- tool primitives
|
||||
- structured memory behavior
|
||||
- dream updates
|
||||
- prompt assembly order
|
||||
311
README.zh.md
Normal file
311
README.zh.md
Normal file
@ -0,0 +1,311 @@
|
||||
# cc-slim
|
||||
|
||||
`cc-slim` 是一个刻意保持极简的 coding harness，风格接近 Claude Code / Codex。
|
||||
|
||||
它只聚焦本地 coding agent 的最小核心闭环：
|
||||
|
||||
- CLI / REPL 入口
|
||||
- 模型驱动的 agentic loop
|
||||
- 流式文本输出
|
||||
- 小而清晰的工具面
|
||||
- session 持久化
|
||||
- 结构化长期记忆
|
||||
- 手动 `/dream` consolidation
|
||||
- mode / permission / workspace 控制面
|
||||
|
||||
这个项目不是一个“大而全的平台”。它的目标是：
|
||||
|
||||
- 可读
|
||||
- 可讲解
|
||||
- 适合写进简历
|
||||
- 足够小，能从头到尾讲清楚
|
||||
|
||||
## 当前真实已实现的能力
|
||||
|
||||
- 模型 -> 工具调用 -> 工具执行 -> 结果回填 -> 最终回答 的 agentic loop
|
||||
- 带工具状态提示的 streaming REPL
|
||||
- 内置工具：
|
||||
- `Read`
|
||||
- `Glob`
|
||||
- `Grep`
|
||||
- `Write`
|
||||
- `Edit`
|
||||
- `Bash`
|
||||
- 用于 session / memory / mode / permission 的 slash command 路由
|
||||
- session 持久化、history、resume
|
||||
- 基于 Markdown 的结构化 Memory v2
|
||||
- 手动 `/dream`，把当前 session 提炼进 Memory
|
||||
- `Write` / `Edit` / `Bash` 的 permission gate
|
||||
- `build` / `plan` 两种模式
|
||||
- 以 workspace 为默认边界
|
||||
- 显式 `--workspace` 支持
|
||||
|
||||
## 当前明确没有实现的内容
|
||||
|
||||
- sandbox
|
||||
- sub-agent / coordinator
|
||||
- 向量数据库或 Mem0 backend
|
||||
- 自动后台 dream / consolidation
|
||||
- multi-session dream
|
||||
- 复杂技能执行框架
|
||||
- 细粒度路径白名单 / 黑名单
|
||||
|
||||
这些是刻意不做的取舍，不是“以后补完才算完整”。
|
||||
|
||||
## 安装
|
||||
|
||||
```bash
|
||||
uv sync
|
||||
```
|
||||
|
||||
凭证可以通过环境变量提供，也可以通过 `cc-slim` 程序目录下的 `.cc-slim.toml` 提供。
|
||||
|
||||
## 快速开始
|
||||
|
||||
在目标项目目录中直接运行：
|
||||
|
||||
```bash
|
||||
uv run cc-slim
|
||||
```
|
||||
|
||||
从其他目录运行，但显式指定工作区：
|
||||
|
||||
```bash
|
||||
uv run cc-slim --workspace E:\04test
|
||||
```
|
||||
|
||||
单次提问：
|
||||
|
||||
```bash
|
||||
uv run cc-slim "what does this repo do?"
|
||||
```
|
||||
|
||||
查看当前 workspace 的历史 session：
|
||||
|
||||
```bash
|
||||
uv run cc-slim --history
|
||||
```
|
||||
|
||||
恢复历史 session：
|
||||
|
||||
```bash
|
||||
uv run cc-slim --resume 1
|
||||
```
|
||||
|
||||
跳过高风险工具确认：
|
||||
|
||||
```bash
|
||||
uv run cc-slim --auto-approve
|
||||
```
|
||||
|
||||
`--workspace` 只影响操作目标项目，不影响 `cc-slim` 自身配置的读取位置。
|
||||
|
||||
## REPL 命令
|
||||
|
||||
会话命令：
|
||||
|
||||
- `/history`
|
||||
- `/resume <id-or-index>`
|
||||
- `/new`
|
||||
- `/clear`，作为 `/new` 的别名
|
||||
|
||||
Memory 命令：
|
||||
|
||||
- `/memory`
|
||||
- `/remember <text>`
|
||||
- `/dream`
|
||||
|
||||
模式命令：
|
||||
|
||||
- `/mode`
|
||||
- `/mode build`
|
||||
- `/mode plan`
|
||||
- `/build`
|
||||
- `/plan`
|
||||
|
||||
权限命令：
|
||||
|
||||
- `/permissions`
|
||||
- `/permissions auto-on`
|
||||
- `/permissions auto-off`
|
||||
|
||||
## 运行时模型
|
||||
|
||||
当前代码里实际上区分了两个 root：
|
||||
|
||||
- program root
|
||||
- `cc-slim` 自己的程序仓库
|
||||
- 用于读取 `.cc-slim.toml`
|
||||
- workspace root
|
||||
- 当前实际要操作的项目目录
|
||||
- 用于 `AGENTS.md`、`SKILLS`、`Session`、`Memory`、权限与边界控制
|
||||
|
||||
system prompt 的组装顺序是：
|
||||
|
||||
1. `src/cc_slim/system.md`
|
||||
2. runtime summary
|
||||
3. workspace `AGENTS.md`
|
||||
4. workspace `SKILLS/*.md`
|
||||
5. 结构化 `Memory`
|
||||
|
||||
这几层职责分别是：
|
||||
|
||||
- `system.md`
|
||||
- 程序内置的基础行为
|
||||
- workspace `AGENTS.md`
|
||||
- 当前项目 / 工作区规则
|
||||
- `Memory`
|
||||
- 长期项目知识与用户偏好
|
||||
- `Session`
|
||||
- 原始对话历史
|
||||
- `Dream`
|
||||
- 把当前 session 手动整理进 Memory
|
||||
|
||||
## Mermaid 架构图
|
||||
|
||||
```mermaid
|
||||
flowchart TD
|
||||
U[User] --> CLI[CLI / REPL in main.py]
|
||||
CLI --> CMD[Slash command router in commands.py]
|
||||
CLI --> LOOP[Agent loop in engine.py]
|
||||
|
||||
CMD --> SESS[SessionStore]
|
||||
CMD --> MEM[MemoryStore]
|
||||
CMD --> MODE[ModeState]
|
||||
CMD --> PERM[PermissionChecker]
|
||||
CMD --> DREAM[/dream -> Agent.dream/]
|
||||
|
||||
SYS[system.md] --> PROMPT[Prompt Assembly]
|
||||
RT[Runtime Summary] --> PROMPT
|
||||
AG[workspace AGENTS.md] --> PROMPT
|
||||
SK[workspace SKILLS/*.md] --> PROMPT
|
||||
MEM --> PROMPT
|
||||
|
||||
PROMPT --> LOOP
|
||||
SESS --> LOOP
|
||||
|
||||
LOOP --> TOOLS[Read / Glob / Grep / Write / Edit / Bash]
|
||||
PERM --> TOOLS
|
||||
MODE --> PERM
|
||||
BOUNDARY[Workspace Boundary] --> PERM
|
||||
|
||||
LOOP --> STREAM[Streaming text + tool events]
|
||||
STREAM --> CLI
|
||||
|
||||
DREAM --> MEM
|
||||
SESS --> CMD
|
||||
```
|
||||
|
||||
## 工具层
|
||||
|
||||
当前工具边界是刻意收窄的：
|
||||
|
||||
- `Read`
|
||||
- 读取 workspace 内文本文件
|
||||
- `Glob`
|
||||
- 在 workspace 内按路径模式查找文件
|
||||
- `Grep`
|
||||
- 在 workspace 内做普通文本包含搜索
|
||||
- 不是正则搜索
|
||||
- 最多返回 20 条结果
|
||||
- `Write`
|
||||
- 创建或覆盖完整文件
|
||||
- `Edit`
|
||||
- 用完整新内容覆盖已有文件
|
||||
- `Bash`
|
||||
- 以 workspace 为 `cwd` 执行 shell 命令
|
||||
|
||||
当前没有：
|
||||
|
||||
- patch 级局部编辑工具
|
||||
- AST 编辑
|
||||
- shell sandbox
|
||||
|
||||
## 模式、权限与边界控制
|
||||
|
||||
`build` 是正常执行模式。
|
||||
|
||||
`plan` 在当前实现中是只读模式：
|
||||
|
||||
- 默认允许：
|
||||
- `Read`
|
||||
- `Glob`
|
||||
- `Grep`
|
||||
- 硬性阻止：
|
||||
- `Write`
|
||||
- `Edit`
|
||||
- `Bash`
|
||||
|
||||
权限行为：
|
||||
|
||||
- `Read`、`Glob`、`Grep` 自动允许
|
||||
- `Write`、`Edit`、`Bash` 需要确认，除非使用 `--auto-approve` 或 `/permissions auto-on`
|
||||
- 硬边界优先于审批：
|
||||
- `plan` 模式限制
|
||||
- 明显指向 workspace 外路径的 `Bash`
|
||||
|
||||
## Session、Memory、Dream
|
||||
|
||||
Session：
|
||||
|
||||
- 存在 `~/.config/cc-slim/sessions/<workspace>/`
|
||||
- 消息历史为 `.jsonl`
|
||||
- 元信息为 `.meta.json`
|
||||
|
||||
Memory：
|
||||
|
||||
- 存在 `~/.config/cc-slim/memory/<workspace>/MEMORY.md`
|
||||
- 当前结构化 sections 为：
|
||||
- `User Memory`
|
||||
- `Project Memory`
|
||||
- `Constraints`
|
||||
- `Consolidated Facts`
|
||||
- `Scratch Notes`
|
||||
|
||||
`/remember`：
|
||||
|
||||
- 把原始笔记追加到 `Scratch Notes`
|
||||
|
||||
`/dream`：
|
||||
|
||||
- 只使用当前已加载的 session
|
||||
- 调模型提炼长期有效信息
|
||||
- 回写结构化 Memory sections
|
||||
- 保留 `Scratch Notes`
|
||||
|
||||
它是 consolidation，不是聊天 summary。
|
||||
|
||||
## Why this project is intentionally small
|
||||
|
||||
这个仓库的目标是展示 harness 的核心机制，而不是用更多基础设施把问题“藏起来”。
|
||||
|
||||
因此它刻意没有做：
|
||||
|
||||
- sandbox
|
||||
- 因为当前重点是控制流、权限和边界，而不是进程隔离
|
||||
- sub-agent / coordinator
|
||||
- 因为单 agent 闭环更容易讲清楚，也更容易验证
|
||||
- vector DB / Mem0 backend
|
||||
- 因为当前 Memory 刻意保持文件化、可读、可控
|
||||
- 自动后台 dream
|
||||
- 因为手动 consolidation 更容易清楚地区分 Session 与 Memory
|
||||
- 复杂技能系统
|
||||
- 因为 `SKILLS/*.md` 已足够展示 prompt layering，而不需要引入插件平台
|
||||
|
||||
结果是它比生产系统小很多，但也更容易读、演示和讲解。
|
||||
|
||||
## 测试
|
||||
|
||||
运行测试：
|
||||
|
||||
```bash
|
||||
uv run pytest -q
|
||||
```
|
||||
|
||||
当前测试覆盖：
|
||||
|
||||
- 配置解析
|
||||
- 工具原语
|
||||
- 结构化 memory 行为
|
||||
- dream 更新行为
|
||||
- prompt 分层顺序
|
||||
@ -4,10 +4,11 @@
|
||||
|
||||
## 推荐流程
|
||||
|
||||
1. 先读取最接近问题的文件。
|
||||
2. 路径不明确时，用 `Glob` 定位。
|
||||
3. 必须执行命令时，用 `Bash`。
|
||||
4. 只汇报与用户目标直接相关的信息。
|
||||
1. 先使用当前上下文中已经明确给出的信息。
|
||||
2. 如仍不确定，再读取最接近问题的文件。
|
||||
3. 路径不明确时，用 `Glob` 定位。
|
||||
4. 只有确实需要执行命令时，才用 `Bash`。
|
||||
5. 只汇报与用户目标直接相关的信息。
|
||||
|
||||
## 实用启发
|
||||
|
||||
@ -24,10 +25,14 @@
|
||||
- 修改已有文件时，优先使用 `Edit`，而不是 `Bash` 或 `Write`
|
||||
- 需要创建或覆盖文件时，优先使用 `Write` 工具，而不是 `Bash`
|
||||
- 会话与 memory 管理优先使用 slash command，而不是自然语言或 `Bash` 探查对应文件
|
||||
- 长期有价值的项目约束或偏好，优先使用 `/remember` 保存
|
||||
- 优先通过 `/help` 查看当前命令，而不是猜测命令格式
|
||||
- 长期有效的项目知识或用户偏好，优先使用 `/remember` 保存
|
||||
- 项目规则和工作方式仍应写在 `AGENTS.md`
|
||||
- 当前 session 中出现了值得长期保留的信息时，可使用 `/dream` 进行整理
|
||||
- `/remember` 适合手动记一条，`/dream` 适合系统性整理当前 session
|
||||
- 高风险操作会触发确认，优先先读再改，减少无意义审批
|
||||
- 复杂任务可先切换到 `/mode plan` 进行规划，再切换回 `/mode build` 执行
|
||||
- 先在 workspace 内定位和操作，避免无关路径探索
|
||||
- workspace 是当前默认操作边界，先在 workspace 内定位和操作，避免无关路径探索
|
||||
- Windows 下先验证 shell 兼容性，再选择命令写法
|
||||
|
||||
## 沟通风格
|
||||
|
||||
@ -10,6 +10,7 @@ readme = "AGENTS.md"
|
||||
requires-python = ">=3.11"
|
||||
dependencies = [
|
||||
"anthropic>=0.93.0",
|
||||
"langfuse>=2.60.0",
|
||||
"openai>=1.76.0",
|
||||
"rich>=14.3.3",
|
||||
"typer>=0.24.1",
|
||||
|
||||
@ -42,45 +42,55 @@ def handle_command(
|
||||
args = parsed["args"]
|
||||
|
||||
if name == "/help":
|
||||
console.print("/help - 显示命令帮助")
|
||||
console.print("/clear - 清空当前上下文并创建新 session")
|
||||
console.print("/history - 查看历史 session")
|
||||
console.print("/resume <id-or-index> - 恢复指定 session")
|
||||
console.print("/new - 创建全新 session")
|
||||
console.print("/remember <text> - 保存长期 memory")
|
||||
console.print("/memory - 查看当前项目 memory")
|
||||
console.print("/mode - 查看当前模式")
|
||||
console.print("/mode build - 切换到 build 模式")
|
||||
console.print("/mode plan - 切换到 plan 模式")
|
||||
console.print("/build - 切换到 build 模式")
|
||||
console.print("/plan - 切换到 plan 模式")
|
||||
console.print("/permissions - 查看当前权限状态")
|
||||
console.print("/permissions auto-on - 开启自动批准")
|
||||
console.print("/permissions auto-off - 关闭自动批准")
|
||||
console.print("会话命令")
|
||||
console.print(" /history 查看当前工作目录的历史会话")
|
||||
console.print(" /resume <id-or-index> 恢复指定会话")
|
||||
console.print(" /new 创建新会话")
|
||||
console.print(" /clear /new 的别名，用于清空当前上下文")
|
||||
console.print("")
|
||||
console.print("Memory 命令")
|
||||
console.print(" /memory 查看当前项目 memory")
|
||||
console.print(" /remember <text> 追加保存长期信息")
|
||||
console.print(" /dream 从当前 session 整理长期 memory")
|
||||
console.print("")
|
||||
console.print("模式命令")
|
||||
console.print(" /mode 查看当前模式")
|
||||
console.print(" /mode build 切换到 build 模式")
|
||||
console.print(" /mode plan 切换到 plan 模式")
|
||||
console.print(" /build /mode build 的简写")
|
||||
console.print(" /plan /mode plan 的简写")
|
||||
console.print("")
|
||||
console.print("权限命令")
|
||||
console.print(" /permissions 查看当前权限状态")
|
||||
console.print(" /permissions auto-on 开启自动批准")
|
||||
console.print(" /permissions auto-off 关闭自动批准")
|
||||
console.print("")
|
||||
console.print("退出方式")
|
||||
console.print(" exit / quit 退出 REPL")
|
||||
return agent
|
||||
|
||||
if name in {"/clear", "/new"}:
|
||||
session_meta = store.create_session(config.model)
|
||||
console.print(f"已创建新 session: {session_meta.get('session_id')}")
|
||||
console.print(f"已创建新会话: {session_meta.get('session_id')}")
|
||||
return build_agent(root, config, store, permissions, session_meta, [])
|
||||
|
||||
if name in {"/build", "/plan"}:
|
||||
target_mode = "build" if name == "/build" else "plan"
|
||||
mode.set_mode(target_mode)
|
||||
permissions.set_mode(target_mode)
|
||||
console.print(f"当前模式: {target_mode}")
|
||||
console.print(f"模式已切换为: {target_mode}")
|
||||
return agent
|
||||
|
||||
if name == "/mode":
|
||||
if not args:
|
||||
console.print(f"当前模式: {mode.mode}")
|
||||
console.print(f"模式状态\n 当前模式: {mode.mode}")
|
||||
return agent
|
||||
if args in {"build", "plan"}:
|
||||
mode.set_mode(args)
|
||||
permissions.set_mode(args)
|
||||
console.print(f"当前模式: {args}")
|
||||
console.print(f"模式已切换为: {args}")
|
||||
return agent
|
||||
console.print("[red]error:[/red] 仅支持 /mode build 或 /mode plan")
|
||||
console.print("命令错误: 仅支持 /mode build 或 /mode plan")
|
||||
return agent
|
||||
|
||||
if name == "/history":
|
||||
@ -89,45 +99,57 @@ def handle_command(
|
||||
|
||||
if name == "/resume":
|
||||
if not args:
|
||||
console.print("[red]error:[/red] 缺少 resume 目标")
|
||||
console.print("命令错误: 缺少 resume 目标")
|
||||
return agent
|
||||
session_id = store.resolve_session_id(args)
|
||||
session_meta = store.load_meta(session_id)
|
||||
restored_history = store.load_messages(session_id)
|
||||
console.print(f"已恢复 session: {session_meta.get('session_id')}")
|
||||
console.print(f"已恢复会话: {session_meta.get('session_id')}")
|
||||
return build_agent(root, config, store, permissions, session_meta, restored_history)
|
||||
|
||||
if name == "/memory":
|
||||
content = memory.read()
|
||||
console.print(content or "当前项目还没有 memory。")
|
||||
console.print(content or "当前项目还没有已保存的 memory。")
|
||||
return agent
|
||||
|
||||
if name == "/dream":
|
||||
message = agent.dream(memory)
|
||||
console.print(message)
|
||||
return agent
|
||||
|
||||
if name == "/permissions":
|
||||
if args == "auto-on":
|
||||
permissions.set_auto_approve(True)
|
||||
console.print("已开启 auto_approve")
|
||||
console.print("权限状态\n auto_approve: 开启")
|
||||
return agent
|
||||
if args == "auto-off":
|
||||
permissions.set_auto_approve(False)
|
||||
console.print("已关闭 auto_approve")
|
||||
console.print("权限状态\n auto_approve: 关闭")
|
||||
return agent
|
||||
|
||||
status = permissions.status()
|
||||
console.print(f"auto_approve: {status['auto_approve']}")
|
||||
console.print(f"mode: {status['mode']}")
|
||||
console.print(f"workspace: {status['workspace']}")
|
||||
console.print(f"boundary: {status['boundary_policy']}")
|
||||
console.print(f"自动允许: {', '.join(status['auto_allowed_tools'])}")
|
||||
console.print(f"需要确认: {', '.join(status['confirm_required_tools'])}")
|
||||
auto_allowed_items = list(status["auto_allowed_tools"] if isinstance(status["auto_allowed_tools"], list) else [])
|
||||
confirm_required_items = list(
|
||||
status["confirm_required_tools"] if isinstance(status["confirm_required_tools"], list) else []
|
||||
)
|
||||
auto_allowed = ", ".join(str(item) for item in auto_allowed_items)
|
||||
confirm_required = ", ".join(str(item) for item in confirm_required_items)
|
||||
console.print("权限状态")
|
||||
console.print(f" auto_approve: {'开启' if status['auto_approve'] else '关闭'}")
|
||||
console.print(f" mode: {status['mode']}")
|
||||
console.print(f" workspace: {status['workspace']}")
|
||||
console.print(f" boundary: {status['boundary_policy']}")
|
||||
console.print(f" 自动允许: {auto_allowed}")
|
||||
console.print(f" 需要确认: {confirm_required}")
|
||||
return agent
|
||||
|
||||
if name == "/remember":
|
||||
if not args:
|
||||
console.print("[red]error:[/red] 缺少需要保存的 memory 内容")
|
||||
console.print("命令错误: 缺少需要保存的 memory 内容")
|
||||
return agent
|
||||
path = memory.append(args)
|
||||
console.print(f"已写入 memory: {path}")
|
||||
return agent
|
||||
|
||||
console.print(f"[red]error:[/red] 不支持的命令: {name}，输入 /help 查看帮助")
|
||||
console.print(f"命令错误: 不支持的命令 {name}，输入 /help 查看帮助")
|
||||
return agent
|
||||
|
||||
@ -11,7 +11,7 @@ from pathlib import Path
|
||||
from typing import Any, Iterator
|
||||
|
||||
from anthropic import Anthropic
|
||||
from openai import OpenAI
|
||||
from langfuse.openai import OpenAI
|
||||
|
||||
from cc_slim.memory import MemoryStore
|
||||
from cc_slim.permissions import PermissionChecker
|
||||
@ -25,11 +25,14 @@ class Config:
|
||||
model: str
|
||||
api_key: str
|
||||
base_url: str | None
|
||||
langfuse_public_key: str | None = None
|
||||
langfuse_secret_key: str | None = None
|
||||
langfuse_base_url: str | None = None
|
||||
max_turns: int = 12
|
||||
|
||||
|
||||
def resolve_config(workspace: Path, cli: dict[str, Any]) -> Config:
|
||||
file_cfg = _load_file_config(workspace / ".cc-slim.toml")
|
||||
def resolve_config(config_root: Path, cli: dict[str, Any]) -> Config:
|
||||
file_cfg = _load_file_config(config_root / ".cc-slim.toml")
|
||||
provider = _pick(cli.get("provider"), os.getenv("CC_SLIM_PROVIDER"), file_cfg.get("provider"), "openai")
|
||||
model = _pick(
|
||||
cli.get("model"),
|
||||
@ -45,6 +48,21 @@ def resolve_config(workspace: Path, cli: dict[str, Any]) -> Config:
|
||||
"",
|
||||
)
|
||||
base_url = _pick(cli.get("base_url"), os.getenv("CC_SLIM_BASE_URL"), file_cfg.get("base_url"), None)
|
||||
langfuse_public_key = _pick(
|
||||
os.getenv("LANGFUSE_PUBLIC_KEY"),
|
||||
file_cfg.get("LANGFUSE_PUBLIC_KEY"),
|
||||
None,
|
||||
)
|
||||
langfuse_secret_key = _pick(
|
||||
os.getenv("LANGFUSE_SECRET_KEY"),
|
||||
file_cfg.get("LANGFUSE_SECRET_KEY"),
|
||||
None,
|
||||
)
|
||||
langfuse_base_url = _pick(
|
||||
os.getenv("LANGFUSE_BASE_URL"),
|
||||
file_cfg.get("LANGFUSE_BASE_URL"),
|
||||
None,
|
||||
)
|
||||
max_turns_raw = _pick(cli.get("max_turns"), os.getenv("CC_SLIM_MAX_TURNS"), file_cfg.get("max_turns"), 12)
|
||||
|
||||
if not api_key:
|
||||
@ -55,6 +73,9 @@ def resolve_config(workspace: Path, cli: dict[str, Any]) -> Config:
|
||||
model=str(model).strip(),
|
||||
api_key=str(api_key).strip(),
|
||||
base_url=str(base_url).strip() if base_url else None,
|
||||
langfuse_public_key=str(langfuse_public_key).strip() if langfuse_public_key else None,
|
||||
langfuse_secret_key=str(langfuse_secret_key).strip() if langfuse_secret_key else None,
|
||||
langfuse_base_url=str(langfuse_base_url).strip() if langfuse_base_url else None,
|
||||
max_turns=int(max_turns_raw),
|
||||
)
|
||||
|
||||
@ -73,6 +94,7 @@ class Agent:
|
||||
) -> None:
|
||||
self.config = config
|
||||
self.tools = {tool.name: tool for tool in tools}
|
||||
self.workspace = workspace
|
||||
self.history: list[dict[str, Any]] = list(history or [])
|
||||
self.session_store = session_store
|
||||
self.session_id = session_id
|
||||
@ -90,6 +112,15 @@ class Agent:
|
||||
raise RuntimeError(event["message"])
|
||||
return "".join(parts).strip() or "(empty response)"
|
||||
|
||||
def dream(self, memory_store: MemoryStore) -> str:
|
||||
if not self.history:
|
||||
return "当前会话没有可整理的内容。"
|
||||
|
||||
dream_markdown = self._run_dream_model(memory_store.read(), self._serialize_history_for_dream())
|
||||
memory_store.apply_dream(dream_markdown)
|
||||
self.system_prompt = self._build_system_prompt(self.workspace)
|
||||
return "已完成 dream，memory 已更新"
|
||||
|
||||
def stream_reply(self, user_input: str) -> Iterator[dict[str, Any]]:
|
||||
user_message = {"role": "user", "content": user_input}
|
||||
self.history.append(user_message)
|
||||
@ -144,6 +175,7 @@ class Agent:
|
||||
|
||||
def _build_client(self) -> Any:
|
||||
if self.config.provider == "openai":
|
||||
self._configure_langfuse()
|
||||
kwargs: dict[str, Any] = {"api_key": self.config.api_key}
|
||||
if self.config.base_url:
|
||||
kwargs["base_url"] = self.config.base_url
|
||||
@ -157,23 +189,92 @@ class Agent:
|
||||
|
||||
def _build_system_prompt(self, workspace: Path) -> str:
|
||||
parts: list[str] = []
|
||||
parts.append(self._load_builtin_system_prompt())
|
||||
parts.append(self._build_runtime_summary(workspace))
|
||||
|
||||
agents = workspace / "AGENTS.md"
|
||||
if agents.exists():
|
||||
parts.append(agents.read_text(encoding="utf-8"))
|
||||
workspace_agents = self._load_workspace_agents(workspace)
|
||||
if workspace_agents:
|
||||
parts.append(workspace_agents)
|
||||
|
||||
skills_dir = workspace / "SKILLS"
|
||||
if skills_dir.exists():
|
||||
for path in sorted(skills_dir.glob("*.md"), key=lambda p: p.name):
|
||||
parts.append(path.read_text(encoding="utf-8"))
|
||||
parts.extend(self._load_workspace_skills(workspace))
|
||||
|
||||
memory = MemoryStore(workspace).read()
|
||||
if memory:
|
||||
parts.append(f"# Memory\n\n{memory}")
|
||||
memory_prompt = self._load_memory_prompt(workspace)
|
||||
if memory_prompt:
|
||||
parts.append(memory_prompt)
|
||||
|
||||
return "\n\n".join(part.strip() for part in parts if part.strip())
|
||||
|
||||
def _load_builtin_system_prompt(self) -> str:
|
||||
return (Path(__file__).resolve().parent / "system.md").read_text(encoding="utf-8")
|
||||
|
||||
def _load_workspace_agents(self, workspace: Path) -> str:
|
||||
agents = workspace / "AGENTS.md"
|
||||
if not agents.exists():
|
||||
return ""
|
||||
return agents.read_text(encoding="utf-8")
|
||||
|
||||
def _load_workspace_skills(self, workspace: Path) -> list[str]:
|
||||
skills: list[str] = []
|
||||
skills_dir = workspace / "SKILLS"
|
||||
if not skills_dir.exists():
|
||||
return skills
|
||||
for path in sorted(skills_dir.glob("*.md"), key=lambda p: p.name):
|
||||
skills.append(path.read_text(encoding="utf-8"))
|
||||
return skills
|
||||
|
||||
def _load_memory_prompt(self, workspace: Path) -> str:
|
||||
memory = MemoryStore(workspace).read()
|
||||
if not memory:
|
||||
return ""
|
||||
return memory
|
||||
|
||||
def _serialize_history_for_dream(self) -> str:
|
||||
lines: list[str] = []
|
||||
for item in self.history:
|
||||
role = item.get("role", "unknown")
|
||||
if role == "assistant" and item.get("tool_calls"):
|
||||
content = item.get("content", "")
|
||||
else:
|
||||
content = item.get("content", "")
|
||||
if isinstance(content, list):
|
||||
content = json.dumps(content, ensure_ascii=False)
|
||||
lines.append(f"[{role}] {content}")
|
||||
return "\n".join(lines)
|
||||
|
||||
def _dream_prompt(self, current_memory: str, session_text: str) -> str:
|
||||
return (
|
||||
"你不是在做聊天总结，而是在从当前 session 中提炼长期有价值的信息。\n"
|
||||
"只保留未来仍值得记住的内容，忽略一次性任务细节、临时状态和短期噪声。\n"
|
||||
"请结合当前 memory 与当前 session，输出可直接写回 memory 的 Markdown。\n"
|
||||
"只输出以下四个 sections，不要输出代码块、解释或其他标题：\n\n"
|
||||
"## User Memory\n"
|
||||
"## Project Memory\n"
|
||||
"## Constraints\n"
|
||||
"## Consolidated Facts\n\n"
|
||||
f"当前 memory:\n{current_memory}\n\n"
|
||||
f"当前 session:\n{session_text}"
|
||||
)
|
||||
|
||||
def _run_dream_model(self, current_memory: str, session_text: str) -> str:
|
||||
prompt = self._dream_prompt(current_memory, session_text)
|
||||
if self.config.provider == "openai":
|
||||
response = self.client.chat.completions.create(
|
||||
model=self.config.model,
|
||||
messages=[
|
||||
{"role": "system", "content": self.system_prompt},
|
||||
{"role": "user", "content": prompt},
|
||||
],
|
||||
)
|
||||
return response.choices[0].message.content or ""
|
||||
|
||||
response = self.client.messages.create(
|
||||
model=self.config.model,
|
||||
system=self.system_prompt,
|
||||
max_tokens=2048,
|
||||
messages=[{"role": "user", "content": prompt}],
|
||||
)
|
||||
return "\n".join(block.text for block in response.content if block.type == "text")
|
||||
|
||||
def _build_runtime_summary(self, workspace: Path) -> str:
|
||||
tool_names = ", ".join(self.tools.keys()) or "(none)"
|
||||
shell_name = self._detect_shell()
|
||||
@ -196,6 +297,14 @@ class Agent:
|
||||
return os.getenv("COMSPEC", "Windows shell (likely PowerShell or cmd.exe)")
|
||||
return os.getenv("SHELL", "unknown shell")
|
||||
|
||||
def _configure_langfuse(self) -> None:
|
||||
if self.config.langfuse_public_key:
|
||||
os.environ["LANGFUSE_PUBLIC_KEY"] = self.config.langfuse_public_key
|
||||
if self.config.langfuse_secret_key:
|
||||
os.environ["LANGFUSE_SECRET_KEY"] = self.config.langfuse_secret_key
|
||||
if self.config.langfuse_base_url:
|
||||
os.environ["LANGFUSE_BASE_URL"] = self.config.langfuse_base_url
|
||||
|
||||
def _call_openai(self) -> dict[str, Any]:
|
||||
response = self.client.chat.completions.create(
|
||||
model=self.config.model,
|
||||
@ -289,9 +398,9 @@ class Agent:
|
||||
def _check_tool_permission(self, name: str, payload: dict[str, Any]) -> str | None:
|
||||
if not self.permission_checker:
|
||||
return None
|
||||
if not self.permission_checker.is_allowed(name, payload):
|
||||
if self.permission_checker.is_hard_blocked(name, payload):
|
||||
return self.permission_checker.denial_reason(name, payload)
|
||||
if self.permission_checker.requires_confirmation(name):
|
||||
if self.permission_checker.requires_confirmation(name, payload):
|
||||
if not self.confirm_tool:
|
||||
return self.permission_checker.denial_reason(name, payload)
|
||||
if not self.confirm_tool(name, payload):
|
||||
|
||||
@ -33,9 +33,9 @@ def render_stream(agent: Agent, user_input: str) -> None:
|
||||
elif event["type"] == "tool_result":
|
||||
output = str(event.get("output", ""))
|
||||
if (
|
||||
output.startswith("Tool blocked in plan mode:")
|
||||
or output.startswith("Permission denied for tool:")
|
||||
or output.startswith("Bash command appears to target paths outside the workspace")
|
||||
output.startswith("当前处于 plan 模式，禁止执行工具:")
|
||||
or output.startswith("当前未批准工具执行:")
|
||||
or output.startswith("当前命令疑似指向工作区外路径，已拒绝执行 Bash")
|
||||
):
|
||||
console.print(f"[red]{output}[/red]")
|
||||
else:
|
||||
@ -106,24 +106,25 @@ def run(
|
||||
model: Optional[str] = typer.Option(None, help="模型名称"),
|
||||
api_key: Optional[str] = typer.Option(None, help="API Key，优先级最高"),
|
||||
base_url: Optional[str] = typer.Option(None, help="可选的 API Base URL"),
|
||||
cwd: Path = typer.Option(Path("."), help="工作区根目录"),
|
||||
workspace: Path = typer.Option(Path("."), "--workspace", help="要操作的工作区根目录"),
|
||||
max_turns: Optional[int] = typer.Option(None, help="最大工具循环轮数"),
|
||||
history: bool = typer.Option(False, "--history", help="列出当前工作目录的历史 session"),
|
||||
resume: Optional[str] = typer.Option(None, "--resume", help="按 session id 或序号恢复历史 session"),
|
||||
auto_approve: bool = typer.Option(False, "--auto-approve", help="跳过高风险工具确认"),
|
||||
) -> None:
|
||||
root = cwd.resolve()
|
||||
store = SessionStore(root)
|
||||
memory = MemoryStore(root)
|
||||
program_root = Path(__file__).resolve().parents[2]
|
||||
workspace_root = workspace.resolve()
|
||||
store = SessionStore(workspace_root)
|
||||
memory = MemoryStore(workspace_root)
|
||||
mode = ModeState()
|
||||
permissions = PermissionChecker(root, auto_approve=auto_approve)
|
||||
permissions = PermissionChecker(workspace_root, auto_approve=auto_approve)
|
||||
permissions.set_mode(mode.mode)
|
||||
if history:
|
||||
render_history(store)
|
||||
return
|
||||
|
||||
config = resolve_config(
|
||||
root,
|
||||
program_root,
|
||||
{
|
||||
"provider": provider,
|
||||
"model": model,
|
||||
@ -142,16 +143,16 @@ def run(
|
||||
else:
|
||||
session_meta = store.create_session(config.model)
|
||||
|
||||
agent = build_agent(root, config, store, permissions, session_meta, restored_history)
|
||||
agent = build_agent(workspace_root, config, store, permissions, session_meta, restored_history)
|
||||
|
||||
if prompt:
|
||||
render_stream(agent, prompt)
|
||||
return
|
||||
|
||||
console.print("[bold cyan]cc-slim[/bold cyan] REPL，输入 exit 或 quit 退出。")
|
||||
console.print("[bold cyan]cc-slim[/bold cyan] REPL，输入 /help 查看命令，输入 exit 或 quit 退出。")
|
||||
while True:
|
||||
try:
|
||||
user_input = typer.prompt(">")
|
||||
user_input = typer.prompt(f"[{mode.mode}] >")
|
||||
except (EOFError, KeyboardInterrupt):
|
||||
console.print()
|
||||
break
|
||||
@ -166,7 +167,7 @@ def run(
|
||||
agent = handle_command(
|
||||
user_input,
|
||||
console=console,
|
||||
root=root,
|
||||
root=workspace_root,
|
||||
config=config,
|
||||
store=store,
|
||||
memory=memory,
|
||||
|
||||
@ -5,28 +5,115 @@ import re
|
||||
from pathlib import Path
|
||||
|
||||
|
||||
SECTION_ORDER = [
|
||||
"User Memory",
|
||||
"Project Memory",
|
||||
"Constraints",
|
||||
"Consolidated Facts",
|
||||
"Scratch Notes",
|
||||
]
|
||||
|
||||
|
||||
class MemoryStore:
|
||||
def __init__(self, cwd: Path) -> None:
|
||||
self.cwd = cwd.resolve()
|
||||
self.root = Path.home() / ".config" / "cc-slim" / "memory" / self._sanitize_cwd(self.cwd)
|
||||
self.root.mkdir(parents=True, exist_ok=True)
|
||||
self.ensure_structure()
|
||||
|
||||
def append(self, text: str) -> Path:
|
||||
path = self.path()
|
||||
existing = self.read()
|
||||
content = f"{existing}\n\n{text.strip()}" if existing else text.strip()
|
||||
path.write_text(content + "\n", encoding="utf-8")
|
||||
return path
|
||||
|
||||
def read(self) -> str:
|
||||
def ensure_structure(self) -> None:
|
||||
path = self.path()
|
||||
if not path.exists():
|
||||
return ""
|
||||
return path.read_text(encoding="utf-8").strip()
|
||||
path.write_text(self._default_template(), encoding="utf-8")
|
||||
return
|
||||
|
||||
existing = path.read_text(encoding="utf-8").strip()
|
||||
if self._is_structured(existing):
|
||||
return
|
||||
|
||||
migrated = self._default_template(existing)
|
||||
path.write_text(migrated, encoding="utf-8")
|
||||
|
||||
def append(self, text: str) -> str:
|
||||
sections = self.read_sections()
|
||||
entry = self._format_scratch_entry(text)
|
||||
scratch = sections["Scratch Notes"].strip()
|
||||
sections["Scratch Notes"] = f"{scratch}\n\n{entry}".strip() if scratch else entry
|
||||
self._write_sections(sections)
|
||||
return "Scratch Notes"
|
||||
|
||||
def read(self) -> str:
|
||||
self.ensure_structure()
|
||||
return self.path().read_text(encoding="utf-8").strip()
|
||||
|
||||
def read_sections(self) -> dict[str, str]:
|
||||
self.ensure_structure()
|
||||
return self._parse_sections(self.read())
|
||||
|
||||
def apply_dream(self, dream_markdown: str) -> None:
|
||||
current = self.read_sections()
|
||||
updated = self._parse_sections(dream_markdown)
|
||||
for name in SECTION_ORDER:
|
||||
if name == "Scratch Notes":
|
||||
continue
|
||||
if updated.get(name, "").strip():
|
||||
current[name] = updated[name].strip()
|
||||
self._write_sections(current)
|
||||
|
||||
def path(self) -> Path:
|
||||
return self.root / "MEMORY.md"
|
||||
|
||||
def _default_template(self, scratch_notes: str = "") -> str:
|
||||
scratch = self._format_scratch_entry(scratch_notes) if scratch_notes.strip() else ""
|
||||
sections = {name: "" for name in SECTION_ORDER}
|
||||
sections["Scratch Notes"] = scratch
|
||||
return self._render_sections(sections)
|
||||
|
||||
def _format_scratch_entry(self, text: str) -> str:
|
||||
lines = [line.rstrip() for line in text.strip().splitlines() if line.strip()]
|
||||
if not lines:
|
||||
return ""
|
||||
if len(lines) == 1:
|
||||
return f"- {lines[0]}"
|
||||
tail = "\n".join(f" {line}" for line in lines[1:])
|
||||
return f"- {lines[0]}\n{tail}"
|
||||
|
||||
def _is_structured(self, text: str) -> bool:
|
||||
required_sections = [
|
||||
"# Memory",
|
||||
"## User Memory",
|
||||
"## Project Memory",
|
||||
"## Constraints",
|
||||
"## Consolidated Facts",
|
||||
"## Scratch Notes",
|
||||
]
|
||||
return all(section in text for section in required_sections)
|
||||
|
||||
def _parse_sections(self, text: str) -> dict[str, str]:
|
||||
sections = {name: "" for name in SECTION_ORDER}
|
||||
current: str | None = None
|
||||
for line in text.splitlines():
|
||||
if line.startswith("## "):
|
||||
name = line[3:].strip()
|
||||
current = name if name in sections else None
|
||||
continue
|
||||
if line.startswith("# Memory"):
|
||||
continue
|
||||
if current is not None:
|
||||
sections[current] = f"{sections[current]}\n{line}".strip()
|
||||
return sections
|
||||
|
||||
def _render_sections(self, sections: dict[str, str]) -> str:
|
||||
parts = ["# Memory", ""]
|
||||
for name in SECTION_ORDER:
|
||||
parts.append(f"## {name}")
|
||||
parts.append(sections.get(name, "").strip())
|
||||
parts.append("")
|
||||
return "\n".join(parts).rstrip() + "\n"
|
||||
|
||||
def _write_sections(self, sections: dict[str, str]) -> None:
|
||||
self.path().write_text(self._render_sections(sections), encoding="utf-8")
|
||||
|
||||
def _sanitize_cwd(self, cwd: Path) -> str:
|
||||
text = re.sub(r"[^A-Za-z0-9._-]+", "_", str(cwd))
|
||||
digest = hashlib.sha1(str(cwd).encode("utf-8")).hexdigest()[:8]
|
||||
|
||||
@ -13,23 +13,28 @@ class PermissionChecker:
|
||||
self.auto_allowed_tools = ["Read", "Glob", "Grep"]
|
||||
self.confirm_required_tools = ["Write", "Edit", "Bash"]
|
||||
|
||||
def is_allowed(self, tool_name: str, payload: dict[str, object] | None = None) -> bool:
|
||||
def is_hard_blocked(self, tool_name: str, payload: dict[str, object] | None = None) -> bool:
|
||||
if self.mode == "plan" and tool_name in self.confirm_required_tools:
|
||||
return False
|
||||
if tool_name == "Bash" and payload and self._bash_targets_outside_workspace(str(payload.get("command", ""))):
|
||||
return False
|
||||
return True
|
||||
if tool_name == "Bash" and payload and self._bash_targets_outside_workspace(str(payload.get("command", ""))):
|
||||
return True
|
||||
return False
|
||||
|
||||
def is_allowed(self, tool_name: str, payload: dict[str, object] | None = None) -> bool:
|
||||
return not self.is_hard_blocked(tool_name, payload)
|
||||
|
||||
def denial_reason(self, tool_name: str, payload: dict[str, object] | None = None) -> str:
|
||||
if self.mode == "plan" and tool_name in self.confirm_required_tools:
|
||||
return f"Tool blocked in plan mode: {tool_name}"
|
||||
return f"当前处于 plan 模式，禁止执行工具: {tool_name}"
|
||||
if tool_name == "Bash" and payload and self._bash_targets_outside_workspace(str(payload.get("command", ""))):
|
||||
return "Bash command appears to target paths outside the workspace"
|
||||
return f"Permission denied for tool: {tool_name}"
|
||||
return "当前命令疑似指向工作区外路径，已拒绝执行 Bash"
|
||||
return f"当前未批准工具执行: {tool_name}"
|
||||
|
||||
def requires_confirmation(self, tool_name: str) -> bool:
|
||||
def requires_confirmation(self, tool_name: str, payload: dict[str, object] | None = None) -> bool:
|
||||
if self.auto_approve:
|
||||
return False
|
||||
if self.is_hard_blocked(tool_name, payload):
|
||||
return False
|
||||
return tool_name in self.confirm_required_tools
|
||||
|
||||
def set_auto_approve(self, enabled: bool) -> None:
|
||||
|
||||
70
src/cc_slim/system.md
Normal file
70
src/cc_slim/system.md
Normal file
@ -0,0 +1,70 @@
|
||||
# cc-slim System
|
||||
|
||||
你是 `cc-slim`，一个本地极简代理。
|
||||
|
||||
## 基本原则
|
||||
|
||||
- 只能依据以下信息行动：
|
||||
- 当前用户输入
|
||||
- 当前仓库文件
|
||||
- 工具返回结果
|
||||
- 当前历史信息上下文
|
||||
- 不要假设任何尚未看到的文件、命令、接口、配置或能力存在。
|
||||
- 信息缺失时，采用最小默认策略，并在最终回答中简短说明。
|
||||
|
||||
## 工具原则
|
||||
|
||||
- 只有在减少不确定性或执行动作确有必要时才使用工具。
|
||||
- 优先选择更小、更直接的动作。
|
||||
- 对运行时摘要中已经明确给出的信息，优先直接使用当前上下文回答；不要为了重复确认已知信息而优先调用 Bash。
|
||||
- 不能虚构工具输出。
|
||||
- 不能在未验证前声称文件存在、命令成功或修改已生效。
|
||||
## 工具使用严格规则（高优先级）
|
||||
|
||||
Bash 是高权限工具，必须谨慎使用。
|
||||
|
||||
### 禁止使用 Bash 的情况（默认规则）
|
||||
在以下情况下，绝对禁止调用 Bash：
|
||||
|
||||
- 用户是在询问信息（如：环境、配置、状态、文件内容总结）
|
||||
- system prompt 或上下文中已经提供了答案
|
||||
- 可以通过 Read / Grep / Glob 获取信息
|
||||
- 只是为了“确认一下”或“更保险”而运行命令
|
||||
- 没有明确需要执行系统命令的需求
|
||||
|
||||
在这些情况下，必须直接回答，不能调用 Bash。
|
||||
|
||||
---
|
||||
|
||||
### 允许使用 Bash 的情况（必须同时满足）
|
||||
只有在以下条件同时满足时，才可以调用 Bash：
|
||||
|
||||
1. 用户明确要求执行命令（如：运行程序、构建、安装、测试）
|
||||
2. 或者任务本质是“执行动作”，而不是“获取信息”
|
||||
3. 且没有更安全/更小的工具可以替代
|
||||
|
||||
---
|
||||
|
||||
### 工具优先级（必须遵守）
|
||||
|
||||
获取信息时，必须按以下优先级选择工具：
|
||||
|
||||
1. 已有上下文（优先直接回答）
|
||||
2. Read（读取单个文件）
|
||||
3. Grep / Glob（搜索文件）
|
||||
4. Bash（最后手段，默认禁止）
|
||||
|
||||
---
|
||||
## 行动策略
|
||||
|
||||
1. 先判断当前上下文是否已经足够决定下一步。
|
||||
2. 如需减少不确定性，读取最相关的文件或调用最小工具。
|
||||
3. 执行最小下一步动作。
|
||||
4. 根据结果重新判断。
|
||||
5. 持续循环，直到得到最终答案或出现必须由用户补充的信息。
|
||||
|
||||
## 输出风格
|
||||
|
||||
- 保持简洁、直接、可验证。
|
||||
- 优先给出事实，而不是泛泛解释。
|
||||
- 对不确定性保持诚实。
|
||||
@ -159,12 +159,20 @@ def grep_tool(workspace: Path, data: dict[str, Any]) -> str:
|
||||
return f"文件不存在: {target.relative_to(workspace)}"
|
||||
|
||||
results: list[str] = []
|
||||
files = [target] if target.is_file() else [path for path in target.rglob("*") if path.is_file()]
|
||||
if target.is_dir() and not files:
|
||||
return f"目录为空: {target.relative_to(workspace)}"
|
||||
if target.is_file():
|
||||
files = [target]
|
||||
else:
|
||||
files = target.rglob("*")
|
||||
|
||||
found_file = False
|
||||
|
||||
for file_path in files:
|
||||
if not file_path.is_file():
|
||||
continue
|
||||
found_file = True
|
||||
try:
|
||||
if file_path.stat().st_size > 1024 * 1024:
|
||||
continue
|
||||
text = file_path.read_text(encoding="utf-8", errors="replace")
|
||||
except OSError:
|
||||
continue
|
||||
@ -175,6 +183,8 @@ def grep_tool(workspace: Path, data: dict[str, Any]) -> str:
|
||||
if len(results) >= 20:
|
||||
return "\n".join(results)
|
||||
|
||||
if target.is_dir() and not found_file:
|
||||
return f"目录为空: {target.relative_to(workspace)}"
|
||||
if not results:
|
||||
return "未找到匹配内容"
|
||||
return "\n".join(results)
|
||||
|
||||
140
tests/test_dream.py
Normal file
140
tests/test_dream.py
Normal file
@ -0,0 +1,140 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import io
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
from rich.console import Console
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).resolve().parents[1] / "src"))
|
||||
|
||||
from cc_slim.commands import handle_command
|
||||
from cc_slim.engine import Agent, Config
|
||||
from cc_slim.memory import MemoryStore
|
||||
from cc_slim.mode import ModeState
|
||||
from cc_slim.permissions import PermissionChecker
|
||||
from cc_slim.session import SessionStore
|
||||
from cc_slim.tools import build_default_tools
|
||||
|
||||
|
||||
def make_workspace(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> tuple[Path, MemoryStore]:
|
||||
home = tmp_path / "home"
|
||||
home.mkdir()
|
||||
monkeypatch.setattr("cc_slim.memory.Path.home", lambda: home)
|
||||
monkeypatch.setattr("cc_slim.session.Path.home", lambda: home)
|
||||
|
||||
workspace = tmp_path / "workspace"
|
||||
workspace.mkdir()
|
||||
(workspace / "AGENTS.md").write_text("# Workspace Rules\nworkspace-agents\n", encoding="utf-8")
|
||||
skills = workspace / "SKILLS"
|
||||
skills.mkdir()
|
||||
(skills / "a.md").write_text("skill-a\n", encoding="utf-8")
|
||||
memory = MemoryStore(workspace)
|
||||
return workspace, memory
|
||||
|
||||
|
||||
def make_agent(monkeypatch: pytest.MonkeyPatch, workspace: Path) -> Agent:
|
||||
monkeypatch.setattr(Agent, "_build_client", lambda self: object())
|
||||
config = Config(provider="openai", model="test-model", api_key="key", base_url=None)
|
||||
permissions = PermissionChecker(workspace)
|
||||
return Agent(config=config, tools=build_default_tools(workspace), workspace=workspace, permission_checker=permissions)
|
||||
|
||||
|
||||
def test_dream_command_is_routed(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
workspace, memory = make_workspace(monkeypatch, tmp_path)
|
||||
output = io.StringIO()
|
||||
console = Console(file=output, force_terminal=False, color_system=None)
|
||||
|
||||
class DummyAgent:
|
||||
def __init__(self) -> None:
|
||||
self.called = False
|
||||
|
||||
def dream(self, store: MemoryStore) -> str:
|
||||
self.called = True
|
||||
assert store is memory
|
||||
return "已完成 dream，memory 已更新"
|
||||
|
||||
agent = DummyAgent()
|
||||
result = handle_command(
|
||||
"/dream",
|
||||
console=console,
|
||||
root=workspace,
|
||||
config=type("ConfigObj", (), {"model": "test-model"})(),
|
||||
store=SessionStore(workspace),
|
||||
memory=memory,
|
||||
mode=ModeState(),
|
||||
permissions=PermissionChecker(workspace),
|
||||
agent=agent, # type: ignore[arg-type]
|
||||
build_agent=lambda *args, **kwargs: agent,
|
||||
render_history=lambda store: None,
|
||||
)
|
||||
|
||||
assert agent.called is True
|
||||
assert result is agent
|
||||
assert "已完成 dream，memory 已更新" in output.getvalue()
|
||||
|
||||
|
||||
def test_agent_dream_updates_memory_and_refreshes_prompt(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
workspace, memory = make_workspace(monkeypatch, tmp_path)
|
||||
agent = make_agent(monkeypatch, workspace)
|
||||
agent.history = [{"role": "user", "content": "请记住这个项目运行在 Windows 上"}]
|
||||
|
||||
original_prompt = agent.system_prompt
|
||||
monkeypatch.setattr(
|
||||
agent,
|
||||
"_run_dream_model",
|
||||
lambda current_memory, session_text: """## Constraints
|
||||
- 项目默认运行在 Windows 上
|
||||
|
||||
## Consolidated Facts
|
||||
- 需要优先考虑 PowerShell 兼容性
|
||||
""",
|
||||
)
|
||||
|
||||
result = agent.dream(memory)
|
||||
sections = memory.read_sections()
|
||||
|
||||
assert result == "已完成 dream，memory 已更新"
|
||||
assert sections["Constraints"] == "- 项目默认运行在 Windows 上"
|
||||
assert sections["Consolidated Facts"] == "- 需要优先考虑 PowerShell 兼容性"
|
||||
assert agent.system_prompt != original_prompt
|
||||
assert "项目默认运行在 Windows 上" in agent.system_prompt
|
||||
|
||||
|
||||
def test_dream_does_not_modify_workspace_agents(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
workspace, memory = make_workspace(monkeypatch, tmp_path)
|
||||
agent = make_agent(monkeypatch, workspace)
|
||||
agent.history = [{"role": "user", "content": "记住这个项目使用 uv run"}]
|
||||
agents_before = (workspace / "AGENTS.md").read_text(encoding="utf-8")
|
||||
|
||||
monkeypatch.setattr(
|
||||
agent,
|
||||
"_run_dream_model",
|
||||
lambda current_memory, session_text: """## Project Memory
|
||||
- 使用 uv run 执行命令
|
||||
""",
|
||||
)
|
||||
|
||||
agent.dream(memory)
|
||||
|
||||
assert (workspace / "AGENTS.md").read_text(encoding="utf-8") == agents_before
|
||||
|
||||
|
||||
def test_system_prompt_layers_remain_in_order(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
workspace, memory = make_workspace(monkeypatch, tmp_path)
|
||||
memory.apply_dream(
|
||||
"""## Project Memory
|
||||
- project-memory-marker
|
||||
"""
|
||||
)
|
||||
agent = make_agent(monkeypatch, workspace)
|
||||
prompt = agent.system_prompt
|
||||
|
||||
system_index = prompt.index("# cc-slim System")
|
||||
runtime_index = prompt.index("## 运行环境")
|
||||
agents_index = prompt.index("workspace-agents")
|
||||
skills_index = prompt.index("skill-a")
|
||||
memory_index = prompt.index("# Memory")
|
||||
|
||||
assert system_index < runtime_index < agents_index < skills_index < memory_index
|
||||
159
tests/test_memory.py
Normal file
159
tests/test_memory.py
Normal file
@ -0,0 +1,159 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).resolve().parents[1] / "src"))
|
||||
|
||||
from cc_slim.memory import MemoryStore
|
||||
|
||||
|
||||
def make_store(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> tuple[MemoryStore, Path]:
|
||||
home = tmp_path / "home"
|
||||
home.mkdir()
|
||||
monkeypatch.setattr("cc_slim.memory.Path.home", lambda: home)
|
||||
workspace = tmp_path / "workspace"
|
||||
workspace.mkdir()
|
||||
return MemoryStore(workspace), workspace
|
||||
|
||||
|
||||
def test_memory_initializes_structured_template(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
store, _ = make_store(monkeypatch, tmp_path)
|
||||
content = store.read()
|
||||
|
||||
assert content.startswith("# Memory")
|
||||
assert "## User Memory" in content
|
||||
assert "## Project Memory" in content
|
||||
assert "## Constraints" in content
|
||||
assert "## Consolidated Facts" in content
|
||||
assert "## Scratch Notes" in content
|
||||
|
||||
|
||||
def test_memory_migrates_v1_text_into_scratch_notes(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
store, workspace = make_store(monkeypatch, tmp_path)
|
||||
store.path().write_text("old note\nsecond line\n", encoding="utf-8")
|
||||
|
||||
migrated = MemoryStore(workspace)
|
||||
sections = migrated.read_sections()
|
||||
|
||||
assert sections["Scratch Notes"] == "- old note\n second line"
|
||||
|
||||
|
||||
def test_read_sections_parses_structured_memory(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
store, _ = make_store(monkeypatch, tmp_path)
|
||||
store.path().write_text(
|
||||
"""# Memory
|
||||
|
||||
## User Memory
|
||||
- prefers concise output
|
||||
|
||||
## Project Memory
|
||||
- use uv run
|
||||
|
||||
## Constraints
|
||||
- windows first
|
||||
|
||||
## Consolidated Facts
|
||||
- workspace is repo root
|
||||
|
||||
## Scratch Notes
|
||||
- temporary note
|
||||
""",
|
||||
encoding="utf-8",
|
||||
)
|
||||
|
||||
sections = store.read_sections()
|
||||
|
||||
assert sections["User Memory"] == "- prefers concise output"
|
||||
assert sections["Project Memory"] == "- use uv run"
|
||||
assert sections["Constraints"] == "- windows first"
|
||||
assert sections["Consolidated Facts"] == "- workspace is repo root"
|
||||
assert sections["Scratch Notes"] == "- temporary note"
|
||||
|
||||
|
||||
def test_apply_dream_updates_structured_sections_only(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
store, _ = make_store(monkeypatch, tmp_path)
|
||||
store.path().write_text(
|
||||
"""# Memory
|
||||
|
||||
## User Memory
|
||||
- old user
|
||||
|
||||
## Project Memory
|
||||
- old project
|
||||
|
||||
## Constraints
|
||||
- old constraint
|
||||
|
||||
## Consolidated Facts
|
||||
- old fact
|
||||
|
||||
## Scratch Notes
|
||||
- keep me
|
||||
""",
|
||||
encoding="utf-8",
|
||||
)
|
||||
|
||||
store.apply_dream(
|
||||
"""## User Memory
|
||||
- new user
|
||||
|
||||
## Project Memory
|
||||
- new project
|
||||
|
||||
## Constraints
|
||||
- new constraint
|
||||
|
||||
## Consolidated Facts
|
||||
- new fact
|
||||
"""
|
||||
)
|
||||
sections = store.read_sections()
|
||||
|
||||
assert sections["User Memory"] == "- new user"
|
||||
assert sections["Project Memory"] == "- new project"
|
||||
assert sections["Constraints"] == "- new constraint"
|
||||
assert sections["Consolidated Facts"] == "- new fact"
|
||||
assert sections["Scratch Notes"] == "- keep me"
|
||||
|
||||
|
||||
def test_apply_dream_keeps_unmentioned_sections(monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
|
||||
store, _ = make_store(monkeypatch, tmp_path)
|
||||
store.path().write_text(
|
||||
"""# Memory
|
||||
|
||||
## User Memory
|
||||
- old user
|
||||
|
||||
## Project Memory
|
||||
- old project
|
||||
|
||||
## Constraints
|
||||
- old constraint
|
||||
|
||||
## Consolidated Facts
|
||||
- old fact
|
||||
|
||||
## Scratch Notes
|
||||
- keep me
|
||||
""",
|
||||
encoding="utf-8",
|
||||
)
|
||||
|
||||
store.apply_dream(
|
||||
"""## Project Memory
|
||||
- updated project
|
||||
|
||||
## Consolidated Facts
|
||||
- updated fact
|
||||
"""
|
||||
)
|
||||
sections = store.read_sections()
|
||||
|
||||
assert sections["User Memory"] == "- old user"
|
||||
assert sections["Project Memory"] == "- updated project"
|
||||
assert sections["Constraints"] == "- old constraint"
|
||||
assert sections["Consolidated Facts"] == "- updated fact"
|
||||
assert sections["Scratch Notes"] == "- keep me"
|
||||
332
uv.lock
332
uv.lock
@ -52,12 +52,22 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload_time = "2026-03-24T12:59:08.246Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "backoff"
|
||||
version = "2.2.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001, upload_time = "2022-10-05T19:19:32.061Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload_time = "2022-10-05T19:19:30.546Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "cc-slim"
|
||||
version = "0.1.0"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "anthropic" },
|
||||
{ name = "langfuse" },
|
||||
{ name = "openai" },
|
||||
{ name = "rich" },
|
||||
{ name = "typer" },
|
||||
@ -72,6 +82,7 @@ dev = [
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "anthropic", specifier = ">=0.93.0" },
|
||||
{ name = "langfuse", specifier = ">=2.60.0" },
|
||||
{ name = "openai", specifier = ">=1.76.0" },
|
||||
{ name = "rich", specifier = ">=14.3.3" },
|
||||
{ name = "typer", specifier = ">=0.24.1" },
|
||||
@ -92,6 +103,95 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload_time = "2026-02-25T02:54:15.766Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "charset-normalizer"
|
||||
version = "3.4.7"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/e7/a1/67fe25fac3c7642725500a3f6cfe5821ad557c3abb11c9d20d12c7008d3e/charset_normalizer-3.4.7.tar.gz", hash = "sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5", size = 144271, upload_time = "2026-04-02T09:28:39.342Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/c2/d7/b5b7020a0565c2e9fa8c09f4b5fa6232feb326b8c20081ccded47ea368fd/charset_normalizer-3.4.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7641bb8895e77f921102f72833904dcd9901df5d6d72a2ab8f31d04b7e51e4e7", size = 309705, upload_time = "2026-04-02T09:26:02.191Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5a/53/58c29116c340e5456724ecd2fff4196d236b98f3da97b404bc5e51ac3493/charset_normalizer-3.4.7-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:202389074300232baeb53ae2569a60901f7efadd4245cf3a3bf0617d60b439d7", size = 206419, upload_time = "2026-04-02T09:26:03.583Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b2/02/e8146dc6591a37a00e5144c63f29fb7c97a734ea8a111190783c0e60ab63/charset_normalizer-3.4.7-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:30b8d1d8c52a48c2c5690e152c169b673487a2a58de1ec7393196753063fcd5e", size = 227901, upload_time = "2026-04-02T09:26:04.738Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fb/73/77486c4cd58f1267bf17db420e930c9afa1b3be3fe8c8b8ebbebc9624359/charset_normalizer-3.4.7-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:532bc9bf33a68613fd7d65e4b1c71a6a38d7d42604ecf239c77392e9b4e8998c", size = 222742, upload_time = "2026-04-02T09:26:06.36Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a1/fa/f74eb381a7d94ded44739e9d94de18dc5edc9c17fb8c11f0a6890696c0a9/charset_normalizer-3.4.7-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2fe249cb4651fd12605b7288b24751d8bfd46d35f12a20b1ba33dea122e690df", size = 214061, upload_time = "2026-04-02T09:26:08.347Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/dc/92/42bd3cefcf7687253fb86694b45f37b733c97f59af3724f356fa92b8c344/charset_normalizer-3.4.7-cp311-cp311-manylinux_2_31_armv7l.whl", hash = "sha256:65bcd23054beab4d166035cabbc868a09c1a49d1efe458fe8e4361215df40265", size = 199239, upload_time = "2026-04-02T09:26:09.823Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/4c/3d/069e7184e2aa3b3cddc700e3dd267413dc259854adc3380421c805c6a17d/charset_normalizer-3.4.7-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:08e721811161356f97b4059a9ba7bafb23ea5ee2255402c42881c214e173c6b4", size = 210173, upload_time = "2026-04-02T09:26:10.953Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/62/51/9d56feb5f2e7074c46f93e0ebdbe61f0848ee246e2f0d89f8e20b89ebb8f/charset_normalizer-3.4.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e060d01aec0a910bdccb8be71faf34e7799ce36950f8294c8bf612cba65a2c9e", size = 209841, upload_time = "2026-04-02T09:26:12.142Z" },
|
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Loading…
Reference in New Issue
Block a user