crates/engine`): id, label, menu path, shortcut, params, enabled(), run(). UI, CLI, control channel and MCP all dispatch by id.
- **Everything is agent-drivable:** every interactive widget registers an automation
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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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Framelink MCP for Figma
Framelink MCP for Figma is a Model Context Protocol (MCP) server that gives AI coding tools (Cursor, etc.) access to Figma design data. It fetches Figma
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when a hash is available, and trusted as-is otherwise --
they come from our servers. On-disk corruption afterwards is out of OM scope: crashing on corrupted
data is fine
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Plugin (MCPForUnity/)
↓ Unity Editor API
Scene, Assets, Scripts
```
**Two codebases, one system:**
- `Server/` - Python MCPserver using FastMCP
- `MCPForUnity/` - Unity C# Editor package
### Three Layers on the Python Side
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from `server/`)
```bash
npm run dev # scripts/dev.mjs: tsc -w then node --watch dist/index.js (server on :3001)
npm run build # scripts/build.mjs — emits even on type errors (see below)
npm run typecheck
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keys and `evaluatePermission(level, { isAdmin, isOwner, isMember })` the one decision rule. The server's `PermissionsService` and `@RequirePermission(action: PermissionKey)` are built on them, so a new action starts here
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crates/engine`): id, label, menu path, shortcut, params, enabled(), run(). UI, CLI, control channel and MCP all dispatch by id. Every slider is a `develop` control spec.
- **Long-running work shows
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rather than explaining obvious details.
=== boost rules ===
# Laravel Boost
## Tools
- Laravel Boost is an MCPserver with tools designed specifically for this application. Prefer Boost tools over manual alternatives like
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context-local (a `ContextVar` layered over the unchanged base singleton) — thread/async safe for the MCPserver; propagate to worker threads via `copy_context`.
### Standalone subsystems (outside `cli/`)
Four top-level
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from `server/`)
```bash
npm run dev # scripts/dev.mjs: tsc -w then node --watch dist/index.js (server on :3001)
npm run build # scripts/build.mjs — emits even on type errors (see below)
npm run typecheck
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2 projects use a version of this
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consider any solution that introduces security risks.
## How to do research
Use MCPserver `research` if your asks you to research something.
## Writing Tests
Use `github.com/stretchr/testify/assert` (and `require` when
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src/open_llm_vtuber/mcpp/`):
- Tool execution and server registry
- JSON detection and parameter extraction
- Integration with various MCPservers for extended functionality
## Key Development Patterns
### Error Handling
The codebase uses the missing `_cleanup
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without rebuild
- `leann-backend-diskann/`: DiskANN backend for larger-than-memory datasets
- `leann-mcp/`: MCPserver for Claude Code integration
Backends are auto-discovered via `leann-backend-*` naming convention
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scripts/build-sandbox-assets.sh`). `/mcp` and `/a2a` endpoints are in `aiagent/a2a` and use the external `n9e-mcp-server` toolset in-process.
- **Other top-level pkgs**: `pushgw/` (remote-write receiver + writers + ident/host registry), `tsdb
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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.