Repository Structure

The LightRSI repository is organized around the plugin platform and its components.

LightRSI/
├── components/
│   └── tokenpilot/              # TokenPilot plugin
│       ├── adapters/            # Host-specific integration
│       │   ├── openclaw/        #   OpenClaw native plugin adapter
│       │   ├── codex/           #   Codex CLI proxy + hooks adapter
│       │   └── claude-code/     #   Claude Code gateway + MCP adapter
│       ├── products/
│       │   ├── cli/             #   Shared lightrsi CLI
│       │   └── mcp/             #   Shared MCP recovery server
│       └── packages/
│           ├── host-adapter/    #   Shared adapter contracts
│           ├── runtime-core/    #   Host-agnostic runtime engine
│           ├── kernel/          #   Shared types, interfaces, events
│           └── layers/
│               ├── history/     #   Canonical state, turns, task registry
│               ├── decision/    #   Policy analysis, reduction/eviction
│               └── memory/      #   Experimental memory layer
├── docs/                        # Public-facing notes and helpers
├── website/                     # This documentation site
├── figs/                        # Images for README
└── README.md

Benchmark tasks, runners, profiles, and analysis are maintained in the separate TokenPilot experiment repository.

Key Directories

Directory	Purpose
components/tokenpilot/packages/kernel/	Types, interfaces, events — the contract layer
components/tokenpilot/packages/runtime-core/	Plugin execution engine
components/tokenpilot/packages/layers/	Stateful processing (history, decision, memory)
components/tokenpilot/adapters/	One adapter per host
components/tokenpilot/products/cli/	The lightrsi CLI
components/tokenpilot/products/mcp/	Shared MCP server

Workspace

The repository uses pnpm workspaces. See pnpm-workspace.yaml for the full list.

Next

• Local Development
• Build and Test
• Contributing