Virtual filesystem (VFS)
Linda's signature abstraction. Instead of stuffing everything into one system prompt, the model sees the live page as a navigable filesystem — /page (the DOM), /conversation (the message log), /user (dropped files), /skills (installed capabilities), and /host (anything you mount). The agent reads only what it needs, when it needs it.
Learn more → Tool loop
The agentic loop at Linda's core. The model has six tools — tree, read, write, ls, grep, and complete — and runs a real plan-act-observe cycle rather than a single-shot chat completion.
Learn more → Hook
A veto-and-transform callback fired at one of 19 lifecycle events (before/after a field fill, tool call, message, handoff, and more). Hooks can rewrite a value, block an action, or trigger side effects. Defined programmatically or as declarative JSON.
Learn more → Skill
A capability-gated bundle of behaviour the agent can invoke — Linda ships eight (resume-intake, kyc-id-check, payment, signature, consent, wizard, booking, address). Skills package the prompt, tools, and guardrails for a common flow.
Learn more → Multi-agent handoff
Passing control from one agent to a specialist sub-agent. An exit-intent trigger can summon a rescue agent; a topic switch can route to an expert. State moves through the shared virtual filesystem.
Learn more → MCP (Model Context Protocol)
An open protocol for connecting agents to tools and data. Linda is both an MCP client — mount remote MCP servers under /host — and an MCP server, exposing your page as a tool surface to hosts like Claude Desktop.
Learn more → Parser
An opt-in companion package that reads a file format entirely in the browser — PDF, DOCX, XLSX, ZIP, OCR, Whisper. The file never leaves the page; heavy dependencies lazy-load only when a parser is used.
Learn more → BYOK (bring your own key)
Linda runs client-side with your own LLM API key. There is no Linda backend. For production, the ~1 KB @linda/server proxy keeps the key server-side while still streaming responses over SSE.
Learn more → Shadow-DOM chat UI
Linda's chat overlay renders inside a Shadow DOM, so its styles are fully isolated from — and can't be broken by — your page's CSS. Framework-agnostic and drop-in.
Learn more → Transport
The layer that carries requests to a model. Linda supports a browser transport (BYOK, direct fetch) and a proxy transport (via @linda/server). Same agent code; swap the transport to change how the key is handled.
Learn more → Mount handler
A VfsMountHandler binds a virtual path to a real source. Writes to /page/form/fields/<name>.json are intercepted and dispatched to the DOM; reads from a mounted /host path hit whatever data source you wired up.
Learn more → Config
The declarative object (or data-linda-config JSON) that tells Linda what to collect: the persona, the target form or element, and the dataPoints — field names paired with the questions the agent should ask.
Learn more →