snowflake-explore

snowflake-explore is a skill for Claude Code from Snowflake-Labs/snowflake-ai-kit. It costs 36 tokens per session (456 once invoked), scanned A, original, Apache-2.0.

A Snowflake data-discovery skill for finding databases, schemas, tables, views, columns, and stored files. It can also describe table structure and show a small sample of rows.

In plain words
What is it for?
Use it to list available data, search for tables by name, inspect column types, find views and stages, and preview records safely.
Why use it?
It removes the need to guess where data lives or remember object names before writing a query.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the snowflake plugin — 7 skills shipped together

Good fit Use it to list available data, search for tables by name, inspect column types, find views and stages, and preview records safely.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/snowflake-labs/snowflake-ai-kit/snowflake-explore
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.

Any agent
npx skills add Snowflake-Labs/snowflake-ai-kit --skill snowflake-explore
Clone the repo
git clone --depth 1 https://github.com/Snowflake-Labs/snowflake-ai-kit

Made for: Claude Code.

Or install snowflake, the plugin that ships this one along with the rest of its 7 skills.

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 snowflake-explore

README.md
[![agentmods](https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-explore/github.svg)](https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-explore)
Your own site
<a href="https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-explore"><img src="https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-explore/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 snowflake-explore

Your own site · 80×15
<a href="https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-explore"><img src="https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 456 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00036 $0.00456
Opus 5.5 $0.00014 $0.00182
Sonnet 5.5 $0.00007 $0.00091
Haiku 4.5 $0.00004 $0.00046

Measured 16d ago against content hash 8f100c2f989c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

snowflake-explore 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 16d 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.

plugins/snowflake-mcp-devin/skills/snowflake-explore/SKILL.md · 85 lines

What it actually says

Snowflake Explore

Discover and understand the data landscape in a Snowflake account.

When to use

  • User asks "what data is available", "show me the tables", "what databases exist"
  • User wants to inspect a table's columns, types, or sample data
  • User needs to find a table by name or pattern

Discovery patterns

List databases:

SHOW DATABASES;

List schemas in a database:

SHOW SCHEMAS IN DATABASE my_db;

List tables in a schema:

SHOW TABLES IN SCHEMA my_db.my_schema;

Find tables by name pattern:

SHOW TABLES LIKE '%order%' IN ACCOUNT;

Describe a table (columns and types):

DESCRIBE TABLE my_db.my_schema.orders;

Full column metadata:

SELECT column_name, data_type, is_nullable, column_default
FROM my_db.INFORMATION_SCHEMA.COLUMNS
WHERE table_schema = 'MY_SCHEMA' AND table_name = 'ORDERS'
ORDER BY ordinal_position;

Preview data (always use LIMIT):

SELECT * FROM my_db.my_schema.orders LIMIT 5;

Find views:

SHOW VIEWS IN SCHEMA my_db.my_schema;

Find dynamic tables:

SHOW DYNAMIC TABLES IN SCHEMA my_db.my_schema;

Find stages (file storage):

SHOW STAGES IN SCHEMA my_db.my_schema;

Find streams (change tracking):

SHOW STREAMS IN SCHEMA my_db.my_schema;

Tips

  • SHOW commands accept LIKE patterns: SHOW TABLES LIKE '%customer%'
  • Use IN ACCOUNT to search across all databases (requires privileges)
  • Snowflake identifiers are case-insensitive unless double-quoted
  • INFORMATION_SCHEMA requires uppercase for filter values
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. 16d ago First seen · 85 lines · 36 tokens per session scan A 8f100c2f989c

Subscribe to this mod's changes

snowflake-explore is a skill published in the GitHub repository Snowflake-Labs/snowflake-ai-kit (42 stars, last pushed 3d ago), licensed Apache-2.0. It adds 36 tokens to every session and 456 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 2026-10-24.

Related

snowflake-explore compared with skills from other repositories

snowflake-explore next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
snowflake-exploreSnowflake-Labs/snowflake-ai-kitSkill423d agoApache-2.0A36Claude Code
wisdom-indexSnowflake-Labs/cocoplusSkill7282d agoMITA21Claude Code, Codex
snowflake-to-bigquery-converterlooker-open-source/looker-skillsSkill463d agoApache-2.0A83Claude Code
ecommerce-data-warehousefinsilabs/awesome-ecommerce-skillsSkill6317d agoMITA35Claude Code, Codex
snowflake-syntheticdynatrace-oss/dynatrace-snowflake-observability-agentSkill103d agoMITA19OpenCode
snowflake-mcpchristianclaudio/mcp-server-snowflakeSkill1yesterdayApache-2.0A45Claude Code, Codex
data-engineerbuiphucminhtam/forgewrightSkill492d agononeA85Claude Code