From ec90e8fea3f571ebefb9d4903ba4c3b72307badc Mon Sep 17 00:00:00 2001 From: Eric Phillips Date: Thu, 12 Feb 2026 09:06:32 -0700 Subject: [PATCH] initial project setup --- .gitignore | 16 ++ .python-version | 1 + README.md | 6 + SPEC.md | 342 +++++++++++++++++++++++++++ env.example | 5 + pyproject.toml | 38 +++ uv.lock | 605 ++++++++++++++++++++++++++++++++++++++++++++++++ 7 files changed, 1013 insertions(+) create mode 100644 .gitignore create mode 100644 .python-version create mode 100644 README.md create mode 100644 SPEC.md create mode 100644 env.example create mode 100644 pyproject.toml create mode 100644 uv.lock diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..7b27368 --- /dev/null +++ b/.gitignore @@ -0,0 +1,16 @@ +# Python-generated files +__pycache__/ +*.py[oc] +build/ +dist/ +wheels/ +*.egg-info + +# Virtual environments +.venv + +# secrets +.env + +# default agent workspace +workspace/ diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..6324d40 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.14 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5c9b92b --- /dev/null +++ b/README.md @@ -0,0 +1,6 @@ +# This is an AI Coding Agent built on security first principles + +### Architecture +- the interface and orchstration runs natively +- all tool use and filesystem access done by the llm is sandboxed using microsandbox microvms + diff --git a/SPEC.md b/SPEC.md new file mode 100644 index 0000000..f7617b2 --- /dev/null +++ b/SPEC.md @@ -0,0 +1,342 @@ +# Coding Agent — Project Specification + +> **Audience**: Junior developer onboarding to this project. +> **Stack**: Python · UV · microsandbox (MCP) · Textual (TUI) · pytest +> **Goal**: A local coding agent with a TUI that can later be served as a web UI for remote access. + +--- + +## What We're Building + +A coding agent that: +- Accepts user prompts via a terminal UI +- Uses Claude (via the Anthropic SDK) as the LLM +- Executes all file and shell operations inside a microsandbox microVM +- Exposes those operations via MCP so the tool layer is swappable +- Can later be served over HTTP for remote/web access without rewriting core logic + +--- + +## Project File Structure + +``` +coding-agent/ +│ +├── pyproject.toml # UV project manifest — dependencies, scripts, tool config +├── .python-version # Pins Python version for UV +├── .env.example # Template for required env vars (copy to .env) +├── README.md +│ +├── agent/ # Core agent logic — no UI concerns here +│ ├── __init__.py +│ ├── loop.py # The agentic loop: send message → get response → handle tool calls → repeat +│ ├── tools.py # Tool definitions (schemas Claude sees) and dispatch table +│ ├── history.py # Conversation history management +│ └── config.py # Settings loaded from env vars (API keys, model name, safedir path) +│ +├── sandbox/ # All microsandbox interaction lives here +│ ├── __init__.py +│ ├── session.py # Creates/destroys the sandbox session, exposes run(), holds lifecycle +│ └── mcp_client.py # Connects to microsandbox's MCP server, wraps tool calls +│ +├── tools/ # Individual tool implementations — each calls sandbox/mcp_client.py +│ ├── __init__.py +│ ├── bash.py # run_bash(command) → str +│ ├── read.py # read_file(path) → str +│ ├── write.py # write_file(path, content) → str +│ ├── list_dir.py # list_dir(path) → str +│ └── search.py # search_files(pattern) → str +│ +├── ui/ +│ ├── __init__.py +│ ├── tui/ +│ │ ├── __init__.py +│ │ └── app.py # Textual app — renders chat, captures input, calls agent/loop.py +│ └── web/ # Stubbed out — implemented later +│ └── __init__.py # Placeholder — see Web UI section below +│ +├── tests/ +│ ├── conftest.py # Shared pytest fixtures (mock sandbox session, sample history, etc.) +│ ├── test_loop.py # Unit tests for agentic loop logic +│ ├── test_tools.py # Unit tests for each tool (mock the sandbox) +│ ├── test_history.py # Tests for conversation history management +│ └── test_sandbox.py # Integration tests for sandbox session (require msb server running) +│ +└── scripts/ + └── start_sandbox_server.sh # Convenience: runs `msb server start --dev` +``` + +--- + +## Dependency Overview + +Add these in `pyproject.toml` under `[project.dependencies]`: + +| Package | Purpose | Docs | +|---|---|---| +| `anthropic` | Anthropic SDK — LLM calls and MCP client support | https://docs.anthropic.com | +| `microsandbox` | Python SDK for microsandbox VM sessions | https://github.com/zerocore-ai/microsandbox | +| `textual` | TUI framework — the terminal interface | https://textual.textualize.io | +| `python-dotenv` | Load `.env` file into environment | https://pypi.org/project/python-dotenv | +| `pydantic` | Settings validation and tool schema modeling | https://docs.pydantic.dev | + +Dev dependencies (`[project.optional-dependencies] dev`): + +| Package | Purpose | +|---|---| +| `pytest` | Test runner | +| `pytest-asyncio` | Async test support (needed — most code is async) | +| `pytest-mock` | Mocking sandbox calls in unit tests | + +### UV Quickstart + +```bash +# Install UV if not already installed +curl -LsSf https://astral.sh/uv/install.sh | sh + +# Create project +uv init coding-agent +cd coding-agent + +# Add dependencies +uv add anthropic microsandbox textual python-dotenv pydantic +uv add --dev pytest pytest-asyncio pytest-mock + +# Run the TUI +uv run python -m ui.tui.app + +# Run tests +uv run pytest +``` + +--- + +## Architecture: Concerns and Boundaries + +The most important rule: **each layer only talks to the layer directly below it.** + +``` +┌─────────────────────────────────────┐ +│ UI Layer (ui/) │ Renders output, captures input. +│ Textual TUI | Web (later) │ No LLM calls. No sandbox calls. +└──────────────┬──────────────────────┘ + │ calls +┌──────────────▼──────────────────────┐ +│ Agent Layer (agent/) │ Owns the loop. Talks to Anthropic API. +│ loop.py · tools.py · history.py │ Decides which tools to call. +└──────────────┬──────────────────────┘ + │ calls +┌──────────────▼──────────────────────┐ +│ Tools Layer (tools/) │ One file per tool. Pure functions. +│ bash · read · write · list · grep │ No LLM knowledge. No UI knowledge. +└──────────────┬──────────────────────┘ + │ calls +┌──────────────▼──────────────────────┐ +│ Sandbox Layer (sandbox/) │ Owns the VM session and MCP connection. +│ session.py · mcp_client.py │ Everything executes in here. +└─────────────────────────────────────┘ + │ + microVM (isolated) + safedir mounted in +``` + +**Why this matters**: When you swap the TUI for a web UI, you only touch `ui/`. When you swap microsandbox for a different execution backend, you only touch `sandbox/`. The agent loop doesn't change. + +--- + +## Key Implementation Notes + +### 1. The Agentic Loop (`agent/loop.py`) + +This is the heart of the project. The pattern is: + +1. Add user message to history +2. Send full history to Claude +3. If response contains tool calls → execute them → add results to history → go to 2 +4. If response is plain text → return it to the UI + +```python +# Rough shape of loop.py +async def run_turn(user_message: str, history: list, sandbox) -> str: + history.append({"role": "user", "content": user_message}) + + while True: + response = await call_claude(history) + + if response.stop_reason == "end_turn": + return response.text + + if response.stop_reason == "tool_use": + tool_results = await execute_tools(response.tool_calls, sandbox) + history.append({"role": "assistant", "content": response.content}) + history.append({"role": "user", "content": tool_results}) + # loop continues +``` + +Reference: https://docs.anthropic.com/en/docs/build-with-claude/tool-use + +### 2. Tool Definitions (`agent/tools.py`) + +Claude needs two things for tools: a JSON schema describing each tool, and a dispatch function that routes tool calls to the right implementation. + +```python +# tools.py exports two things: +TOOL_SCHEMAS = [ + { + "name": "bash", + "description": "Run a shell command in the sandbox", + "input_schema": { + "type": "object", + "properties": { + "command": {"type": "string", "description": "The shell command to run"} + }, + "required": ["command"] + } + }, + # ... one entry per tool +] + +async def dispatch(tool_name: str, tool_input: dict, sandbox) -> str: + # routes to tools/bash.py, tools/read.py etc. +``` + +### 3. Sandbox Session (`sandbox/session.py`) + +The sandbox session should be created once at agent startup and reused for the entire conversation. This preserves state between tool calls (installed packages, created files, env vars). + +```python +# sandbox/session.py +from microsandbox import PythonSandbox + +class SandboxSession: + async def __aenter__(self): + self._sb = await PythonSandbox.create(name="coding-agent") + return self + + async def run(self, command: str) -> str: + exec = await self._sb.run(command) + return await exec.output() + + async def __aexit__(self, *args): + await self._sb.stop() +``` + +Reference: https://github.com/zerocore-ai/microsandbox/blob/main/sdk/README.md + +### 4. MCP vs Direct SDK + +microsandbox supports two integration patterns: + +- **Direct SDK** (`PythonSandbox.create()`) — simpler, Python-native, recommended to start with +- **MCP server** — microsandbox exposes an MCP server; the Anthropic SDK can connect to it directly, and tool definitions come from the server automatically + +Start with the direct SDK (`sandbox/session.py`). The `sandbox/mcp_client.py` file is stubbed for later when you want to switch to the MCP path. The MCP approach reduces boilerplate but adds a moving part. + +MCP reference: https://github.com/zerocore-ai/microsandbox/blob/main/MCP.md +Anthropic MCP docs: https://docs.anthropic.com/en/docs/build-with-claude/mcp + +### 5. The TUI (`ui/tui/app.py`) + +Use **Textual** for the TUI. It's async-native which fits well since the agent loop is async. + +A minimal Textual app has: +- A `RichLog` or `Markdown` widget for displaying conversation +- An `Input` widget for capturing user messages +- An `on_input_submitted` handler that calls `agent/loop.py` and appends the result + +Reference: https://textual.textualize.io/guide/ + +### 6. Configuration (`agent/config.py`) + +Use `pydantic-settings` to load from `.env`: + +```python +from pydantic_settings import BaseSettings + +class Settings(BaseSettings): + anthropic_api_key: str + model: str = "claude-sonnet-4-5-20250929" + safedir: str = "./workspace" + max_tokens: int = 8096 + + class Config: + env_file = ".env" +``` + +--- + +## Environment Variables + +Copy `.env.example` to `.env` and fill in: + +``` +ANTHROPIC_API_KEY=sk-ant-... +MODEL=claude-sonnet-4-5-20250929 +SAFEDIR=./workspace +``` + +--- + +## Testing Strategy + +**Unit tests** (no sandbox required — mock everything): +- `test_loop.py` — mock Claude responses, verify tool calls are dispatched correctly +- `test_tools.py` — mock `SandboxSession.run()`, verify each tool formats input/output correctly +- `test_history.py` — verify history trimming, message formatting + +**Integration tests** (require `msb server start --dev`): +- `test_sandbox.py` — actually runs commands in a VM, verifies output +- Mark these with `@pytest.mark.integration` and skip by default: + +```python +# conftest.py +def pytest_addoption(parser): + parser.addoption("--integration", action="store_true") + +def pytest_collection_modifyitems(config, items): + if not config.getoption("--integration"): + skip = pytest.mark.skip(reason="pass --integration to run") + for item in items: + if "integration" in item.keywords: + item.add_marker(skip) +``` + +Run integration tests: `uv run pytest --integration` + +--- + +## Web UI — Future Path (No Node Required Yet) + +When ready to add a web UI, the approach that avoids Node: + +1. Add **FastAPI** + **uvicorn** to dependencies +2. Create `ui/web/app.py` — a FastAPI app with a `/chat` endpoint that calls `agent/loop.py` +3. Use **Server-Sent Events (SSE)** for streaming responses +4. Serve a minimal HTML/CSS frontend as a static file from FastAPI + +The agent layer doesn't change at all. You're just adding a second entry point alongside the TUI. + +When the project is mature enough to warrant a proper frontend, that's the point to introduce a JS framework. Until then, FastAPI + plain HTML gets you remote access without the Node toolchain. + +--- + +## Prerequisites Before Writing Code + +1. Install microsandbox: `curl -sSL https://get.microsandbox.dev | sh` +2. Start the server: `msb server start --dev` +3. Pull the Python image: `msb pull microsandbox/python` +4. Set your `ANTHROPIC_API_KEY` in `.env` + +--- + +## Suggested Build Order + +1. `agent/config.py` — settings first, everything imports this +2. `sandbox/session.py` — get a VM running and verify you can execute commands +3. `tools/bash.py` + `tools/read.py` — minimal tool set to prove the loop works +4. `agent/tools.py` — schemas and dispatch for those two tools +5. `agent/history.py` — simple list wrapper to start +6. `agent/loop.py` — wire it all together, test in a plain Python script first +7. `ui/tui/app.py` — put a Textual face on the working loop +8. Remaining tools (`write`, `list_dir`, `search`) +9. Tests throughout — write them alongside each module, not at the end diff --git a/env.example b/env.example new file mode 100644 index 0000000..67b220f --- /dev/null +++ b/env.example @@ -0,0 +1,5 @@ +# copy to .env and add api key, change model if you want + +ANTHROPIC_API_KEY=sk-ant-... +MODEL=claude-sonnet-4-5-20250929 +SAFEDIR=./workspace diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..e3b8df8 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,38 @@ +[project] +name = "mycode" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.14" +dependencies = [ + "anthropic>=0.79.0", + "microsandbox>=0.1.8", + "pydantic>=2.12.5", + "pydantic-settings>=2.12.0", + "python-dotenv>=1.2.1", +] + +[dependency-groups] +dev = [ + "pytest>=9.0.2", + "pytest-asyncio>=1.3.0", + "pytest-mock>=3.15.1", +] + +[tool.pytest.ini_options] +asyncio_mode = "auto" # detect async automatically +testpaths = ["tests"] +python_files = 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