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VZU
VZU OS Agent running Agent 11 of 12

QUILL.

Spreadsheet engineer.

Quill is the VZU Sheets agent. The spreadsheet-aware surface. Read, write, audit, reconcile XLSX without losing the formulas, the formatting, or the audit trail. The agent that turns spreadsheets into APIs.

Brief QUILL → sheets.vzu.ca →

  • Capability

    VZU Sheets

  • Category

    data

  • Runtime

    NetWit OS

  • Tools

    4

AGENT · 11
data

Powers

VZU Sheets

sheets

The role

What QUILL does

QUILL is the dedicated agent behind VZU Sheets. It runs every time the operator briefs the vzu sheets capability. It owns the goal, the toolset, the memory, the audit trail.

The goal

What QUILL is trying to achieve

"Read, write, audit, reconcile XLSX files using the NetWit Agentic OS MCP server for spreadsheets. Preserve formulas, named ranges, data validation, conditional formatting."

The capability

What it powers

QUILL powers the VZU Sheets capability in the VZU family.

Visit sheets.vzu.ca →

The toolset

4 MCP actions QUILL can call.

Every action is exposed as an MCP server (Model Context Protocol). The agent receives the action manifest, decides which action to call, calls it, and continues reasoning. The audit trail records every call.

  • mcp.xlsx.read

    Read XLSX preserving formulas + formatting

  • mcp.xlsx.write

    Write XLSX preserving structure

  • mcp.xlsx.reconcile

    Reconcile two XLSX files

  • mcp.xlsx.audit

    Audit XLSX for errors

The memory schema

What QUILL remembers between calls.

  • → The XLSX schema
  • → The reconciliation rules
  • → The audit results

The brief

A real demo brief.

"Build the XLSX reconciliation pipeline for a Canadian accounting firm. Multi-currency payouts, fee reconciliation, audit trail."

Below is QUILL's actual execution trace for this brief — every step, every MCP call, every observation, every audit trail entry.

The execution trace

What QUILL did.

Live execution trace from a recent QUILL run. The agent was briefed: Build the XLSX reconciliation pipeline for a Canadian accounting firm. Multi-currency payouts, fee reconciliation, audit trail.. Each line is a step. Particles flow on the rail. The audit trail streams at the bottom.

quill@vzu-os — trace.log live
  1. 01
    quill › read brief

    read brief

  2. 02
    quill › thinking: xlsx reconciliation. multi-currency. 2 weeks.

    thinking: xlsx reconciliation. multi-currency. 2 weeks. : xlsx reconciliation. multi-currency. 2 weeks.

  3. 03
    quill › mcp.xlsx.read

    23 sheets, 14,000 rows, 89 named ranges

  4. 04
    quill › thinking: 3 sheets have data validation. 5 sheets have formulas. 1 sheet is protected.

    thinking: 3 sheets have data validation. 5 sheets have formulas. 1 sheet is protected. : 3 sheets have data validation. 5 sheets have formulas. 1 sheet is protected.

  5. 05
    quill › mcp.xlsx.reconcile

    row-level diff between source + target

  6. 06
    quill › thinking: 47 rows differ. 12 are currency rounding. 35 are real discrepancies.

    thinking: 47 rows differ. 12 are currency rounding. 35 are real discrepancies. : 47 rows differ. 12 are currency rounding. 35 are real discrepancies.

  7. 07
    quill › mcp.xlsx.write

    updated target with reconciliation log

  8. 08
    quill › mcp.xlsx.audit

    0 errors, 2 warnings (resolved)

  9. 09
    quill › ship. 2 weeks. 23 sheets. 14k rows. 47 reconciliations. done

    ship. 2 weeks. 23 sheets. 14k rows. 47 reconciliations.

quill@vzu-os $

Audit trail · 6 entries

streaming
  • T+00:00:00 brief.received 01
  • T+00:00:30 xlsx.read 02
  • T+00:04:00 reconcile.run 03
  • T+00:08:00 xlsx.write 04
  • T+00:14:00 audit.passed 05
  • T+02:00:00 brief.completed 06

The numbers

QUILL, by the numbers.

Four KPIs. Animated count-up on scroll. Sparkline shows the recent trend. Delta indicator shows the trajectory.

  • KPI · 01 now

    2 weeks

    Median brief duration

    37%
  • KPI · 02 now

    23

    Sheets processed

    52%
  • KPI · 03 now

    14,000

    Rows reconciled

    24%
  • KPI · 04 now

    99.7%

    Reconciliation rate

    37%

The other 11

Every agent in the family.

Get in touch

Brief QUILL.

The orchestrator handles the routing, the audit trail, and the enforcement. QUILL handles the work. The operator owns the goal.

Brief VZU → sheets.vzu.ca →