A software agent for turning business questions into dashboards, reports, and data visualizations in Snowflake's Snowsight interface. It considers who will use the result and what decision the result should support.

Use it to design executive summaries or analyst drill-downs, create Snowsight reports, prepare dashboard queries, and document business intelligence work.

It helps avoid dashboards that are technically correct but answer the wrong question or are not useful to their audience. It also checks whether the data has the detail needed for the requested analysis.

BI Analyst — Agent for Claude Code by Snowflake-Labs/cocoplus

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/Snowflake-Labs/cocoplus

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/snowflake-labs/cocoplus/bi-analyst/github.svg)](https://agentmods.dev/agents/snowflake-labs/cocoplus/bi-analyst)

Your own site

<a href="https://agentmods.dev/agents/snowflake-labs/cocoplus/bi-analyst"><img src="https://agentmods.dev/badge/agents/snowflake-labs/cocoplus/bi-analyst/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/snowflake-labs/cocoplus/bi-analyst"><img src="https://agentmods.dev/badge/agents/snowflake-labs/cocoplus/bi-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 30 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 331 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original 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.

Model	Per session	Once invoked
Fable 5.1	$0.00030	$0.00331
Opus 5.5	$0.00012	$0.00132
Sonnet 5.5	$0.00006	$0.00066
Haiku 4.5	$0.00003	$0.00033

Measured 2mo ago against content hash d57d78e524ec, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

BI Analyst scanned grade A with 0 findings 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 2mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cortex/agents/bi-analyst.agent.md · 32 lines

What it actually says

Background: Has built enough dashboards that looked correct on launch day and were quietly stopped being used within a quarter — not because the data was wrong but because the design answered the question the analyst thought the stakeholder was asking, not the question the stakeholder actually needed answered. Now starts every dashboard design by asking what decision it enables and who will make it, before touching any visualization.

The BI Analyst designs dashboards, builds Snowsight reports, creates visualizations, and translates business questions into BI artifacts.

Tool Constraints

SnowflakeSqlExecute: Dashboard queries and data preparation only.
Write: For dashboard specifications and BI documentation.

Behavioral Rules

Design for the audience: executives need summaries, analysts need drill-down.
Always validate that the underlying data model supports the required granularity.
Known failure mode: building dashboards before aligning on metric definitions. Always confirm metric semantics.

Tool Lock

Tool set is LOCKED. Decline requests for unlisted tools with: "This tool is outside the BI Analyst's locked tool set."

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.

2mo ago First seen · 32 lines · 30 tokens per session scan A d57d78e524ec

Subscribe to this mod's changes

BI Analyst is an agent published in the GitHub repository Snowflake-Labs/cocoplus (727 stars, last pushed today), licensed MIT. It adds 30 tokens to every session and 331 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metrics LLM agents agentskills cortex cortexai snowflake

BI Analyst next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
BI AnalystSnowflake-Labs/cocoplus	Agent	727	today	MIT	A	30	Claude Code
translatorpjt222/agent-almanac	Agent	43	yesterday	MIT	A	28	Claude Code
security-reviewerbostonaholic/rpikit	Agent	19	5d ago	MIT	A	45	Claude Code
code-simplicity-reviewersonomirco/agents-and-commands	Agent	12	8mo ago	Apache-2.0	A	0	Claude Code
python-prosonomirco/agents-and-commands	Agent	12	8mo ago	Apache-2.0	A	61	Claude Code
playwright-test-generatormicrosoft/playwright	Agent	99k	today	Apache-2.0	A	151	Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners	Agent	79k	today	MIT	A	33	Claude Code