ruff format`
- Pre-commit hooks: `uv run pre-commit run --all-files`
**MCPServer Mode:**
The library can run as an MCPserver for integration with Claude Desktop:
```bash
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mcp — the Caveman MCPserver (Go core + launcher, Apache-2.0)
A thin **stdio JSON-RPC** adapter exposing the compression [engine](../engine/CLAUDE.md) as
five MCP tools to any host (Claude Code
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accepted through the raw retry, and a compressed PAYG conversation without MCP recovery that streams (the server-side retrieve tool cannot ride a stream, so the conversation stays raw from
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subagent stops
- `skills`: List of skill names to preload into agent context
- `mcpServers`: MCPservers for this subagent (server names or inline configs)
- `hooks`: Lifecycle hooks scoped to this subagent
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under 72 characters**
5. **Reference issues** in the footer when applicable (e.g., `Closes #123`)
## MCPServers Available
This project has OpenCode configured with:
1. **Context7** - Documentation search (`use context7
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name --type <fast|slow>` (slow = adds a data-backfill step).
- A read-only Postgres MCPserver is configured in `.mcp.json` for inspecting workspace data, metadata, and migration results. Writes
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some cases we will have
DTO >> Controller >> Manager >> Service >> Repository.
Most of the server logic should be inside of libs/server.
The backend repository is mostly used to write controller
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Build and test
The MCPserver source lives in `microsoft/playwright`, in `packages/playwright-core/src/tools/`.
This repo ships `@playwright/mcp`: `cli.js` and `index.js` run the server from the `playwright-core`
alpha that `package.json` pins
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affected`) instead of using the underlying tooling directly
- You have access to the Nx MCPserver and its tools, use them to help the user
- When answering questions about
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Serve locally with any static file server
python -m http.server 8000
# or
npx http-server
# Open browser to http://localhost:8000
```
### Component Data Generation
```bash
# From project root - regenerate components.json
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graph forget PATH # drop files from the graph
uv run code-review-graph serve # MCPserver (stdio; --http for localhost)
uv run code-review-graph wiki # Markdown wiki
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version: 1`, servable alone via `gbrain serve --surface verbs`, see `docs/protocol/MEMORY_VERBS_v1.md` + `docs/guides/ambient-recall.md`). CLI and MCPserver are both generated from this single source. Engine factory (`src/core/engine-factory.ts`)
dynamically imports the configured
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containing multiple applications and shared packages:
### Applications (`apps/`)
- **`web/`** - Next.js web application
- **`mcp/`** - Model Context Protocol server
## Development Commands
### Root Level (Monorepo)
- `bun run dev` - Start all applications in development
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from finding the complete class names
- Missing classes = missing styles in production
## Figma Integration & MCPServer Rules
### Figma Dev Mode MCPServer
**IMPORTANT**: When creating components with Figma designs
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external account.
Connecting GitHub or another app does not itself require a new MCPserver. Use
an existing HTTP client or the user's requested CLI, such as `gh`. Install
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A file Claude Code reads at the start of every session. It holds the commands, conventions and warnings the agent needs for this project.
Where does it go?
At the repository root. Claude Code also reads CLAUDE.md files in subdirectories when it works there.
What should it contain?
Build and test commands, the project's layout, conventions that aren't obvious from the code, and mistakes to avoid. Short files tend to work better than long ones.
CLAUDE.md or AGENTS.md?
Claude Code reads CLAUDE.md; most other agents read AGENTS.md. Many projects keep one and point the other at it.