Plugins, the right way.

Native binaries. JSON-RPC over stdio. Deny-by-default capabilities. Your plugin can't reach the network unless you say it can.

Two reference plugins ship in-tree:

• ▸ burndown — full analytics screen + ainb usage CLI
• ▸ session-reader — pure-publisher data backend

[plugin]
name        = "burndown"
version     = "2.0.0"
abi_version = 2

[capabilities]
read_claude_logs  = true
event_bus         = true
write_plugin_data = true
network           = []          # deny

[provides]
screens        = ["analytics"]
cli_namespaces = ["usage"]

One toolkit. Nine tools.

Write a skill once. Deploy it everywhere.

Architecture.

┌─────────────────────────────────────────────────────────┐
│                     ainb TUI host                        │
│   ┌──────────┐  ┌──────────┐  ┌────────────────────┐    │
│   │ tmux/PTY │  │ git/wkt  │  │ plugin runtime     │    │
│   └────┬─────┘  └────┬─────┘  └──────┬─────────────┘    │
│        │             │               │                  │
└────────┼─────────────┼───────────────┼──────────────────┘
         │             │               │  JSON-RPC/stdio
         ▼             ▼               ▼
   ┌──────────┐  ┌─────────────┐  ┌──────────────────────┐
   │  Claude  │  │ worktrees   │  │ burndown · session-  │
   │  Codex   │  │ per session │  │ reader · yours       │
   │  Gemini  │  └─────────────┘  └──────────────────────┘
   │  Copilot │
   └──────────┘

   ┌────────────────────────────────────┐
   │  Toolkit (86 skills · 37 agents)   │
   │  Deploys to 9 AI coding tools      │
   └────────────────────────────────────┘

   ┌────────────────────────────────────┐
   │  Knowledge: reflect-kb (GraphRAG)  │
   │  /reflect  /recall  /ingest        │
   └────────────────────────────────────┘

Read the deep-dive →

Capture what you learn.

Retrieve it across sessions.
GraphRAG underneath. /reflect on top.
170+ learnings indexed and growing.