Keyboard shortcuts

Press or to navigate between chapters

Press S or / to search in the book

Press ? to show this help

Press Esc to hide this help

The four capabilities

zorp’s research work is four capabilities, each a clearly bounded layer on top of the track foundation, all behind zorp-agent’s research feature.

validate

Is this question worth investigating? A novelty and feasibility check that searches for existing evidence before scoring the question.

It requires a search-capable tool: one whose name carries a search verb (search, fetch, query, browse, find, lookup, retrieve), connected over MCP or provided by the built-in web_search tool behind the search feature. Without one it fails fast rather than scoring a question against nothing. A tool that searches your own saved notes deliberately does not count.

investigate

Gather evidence through staged, pre-registered attempts. Every attempt is recorded, and every attempt records the conditions it ran under. With ZORP_FORECAST set, the agent is asked for a forecast before each attempt runs, and that is recorded too. Both happen before the attempt, which is not a detail: a condition recorded afterwards describes a different run, and an expectation recorded afterwards is a postdiction.

investigate is the only thing that writes to the aryabhatta ledger.

co-write

zorp drafts the artifact from the track’s recorded evidence. A human is always the author of record. Between co-write and deliver sits critique, a gate that audits the draft against the evidence record.

deliver

Match a finished draft against real venues (conferences and journals, via live huiban search) and write a ranked shortlist for a human to review. It requires a huiban-prefixed MCP tool and fails fast without one.

What is not a capability

aryabhatta is a record plus readers, not a fifth capability. critique is a gate. panel is a reader. Each one is documented on its own page, and each one is smaller than a capability on purpose.