sigma-workbooks

sigma-workbooks is a cursor rule for Cursor from twells89/sigma-skills. It costs 160 tokens per session (8,450 once invoked), scanned A, original, no licence file.

A guide for creating and changing Sigma workbooks, which are interactive data-analysis documents containing pages, charts, tables, controls, formulas, and key figures. It works with the JSON specification sent to Sigma’s workbook API.

In plain words
What is it for?
Use it to build or edit Sigma dashboards, including their layout, data sources, charts, tables, filters, formulas, and KPI displays.
Why use it?
It helps turn a workbook design into the structured format Sigma accepts and supports safe iteration as the workbook changes.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc).

Good fit Use it to build or edit Sigma dashboards, including their layout, data sources, charts, tables, filters, formulas, and KPI displays.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/twells89/sigma-skills/sigma-workbooks
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/twells89/sigma-skills

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for sigma-workbooks

README.md
[![agentmods](https://agentmods.dev/badge/rules/twells89/sigma-skills/sigma-workbooks/github.svg)](https://agentmods.dev/rules/twells89/sigma-skills/sigma-workbooks)
Your own site
<a href="https://agentmods.dev/rules/twells89/sigma-skills/sigma-workbooks"><img src="https://agentmods.dev/badge/rules/twells89/sigma-skills/sigma-workbooks/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for sigma-workbooks

Your own site · 80×15
<a href="https://agentmods.dev/rules/twells89/sigma-skills/sigma-workbooks"><img src="https://agentmods.dev/badge/rules/twells89/sigma-skills/sigma-workbooks.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 160 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 8,450 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00160 $0.08450
Opus 5 $0.00080 $0.04225
Sonnet 5 $0.00032 $0.01690
Haiku 4.5 $0.00016 $0.00845

Measured 10d ago against content hash b1bfa4c0d404, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

sigma-workbooks scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -sfL https://assets.sigmacomputing.com/openapi/public-rest-api/sigma-computing-public-rest-api.json \
sigma-workbooks/generated/cursor/rules/sigma-workbooks.mdc · 428 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 428 lines · 160 tokens per session scan A b1bfa4c0d404

Subscribe to this mod's changes

sigma-workbooks is a cursor rule published in the GitHub repository twells89/sigma-skills (14 stars, last pushed yesterday), with no licence file. It adds 160 tokens to every session and 8,450 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.