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.
npx skills add Snowflake-Labs/snowflake-ai-kit --skill snowflake-governancegit clone --depth 1 https://github.com/Snowflake-Labs/snowflake-ai-kitWrote 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.
[](https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-governance)<a href="https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-governance"><img src="https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-governance/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.
<a href="https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-governance"><img src="https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-governance.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00034 | $0.00696 |
| Opus 5.5 | $0.00014 | $0.00278 |
| Sonnet 5.5 | $0.00007 | $0.00139 |
| Haiku 4.5 | $0.00003 | $0.00070 |
Grade A, and why
snowflake-governance 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.
How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Snowflake Governance
Audit access, inspect policies, and review security configuration.
When to use
- User asks "who can access this table", "what policies are applied"
- User wants to audit access history or login activity
- User asks about tags, data classification, or PII
- User wants to understand the role hierarchy or grant structure
Access control and grants
Grants on a specific object:
SHOW GRANTS ON TABLE my_db.my_schema.customers;
What a role can access:
SHOW GRANTS TO ROLE analyst_role;
Who has a role:
SHOW GRANTS OF ROLE analyst_role;
Role hierarchy (what roles does a role inherit):
SHOW GRANTS TO ROLE analyst_role;
-- Look for USAGE grants on other roles
Masking policies
-- List masking policies
SHOW MASKING POLICIES IN ACCOUNT;
-- See where a policy is applied
SELECT *
FROM TABLE(INFORMATION_SCHEMA.POLICY_REFERENCES(
POLICY_NAME => 'my_db.my_schema.mask_pii'
));
If data appears as *** or NULL unexpectedly, a masking policy is likely applied. Tell the user which policy is active and what role would see unmasked data.
Row access policies
-- List row access policies
SHOW ROW ACCESS POLICIES IN ACCOUNT;
-- See where applied
SELECT *
FROM TABLE(INFORMATION_SCHEMA.POLICY_REFERENCES(
POLICY_NAME => 'my_db.my_schema.row_filter'
));
Row access policies filter rows based on the querying role. Different users may see different result sets from the same table.
Tags and classification
-- List tags
SHOW TAGS IN ACCOUNT;
-- See what's tagged
SELECT *
FROM TABLE(INFORMATION_SCHEMA.TAG_REFERENCES(
'my_db.my_schema.customers', 'TABLE'
));
-- Find all objects with a specific tag
SELECT *
FROM SNOWFLAKE.ACCOUNT_USAGE.TAG_REFERENCES
WHERE TAG_NAME = 'PII'
AND TAG_VALUE = 'true';
Access history (who accessed what)
SELECT user_name, query_start_time, direct_objects_accessed
FROM SNOWFLAKE.ACCOUNT_USAGE.ACCESS_HISTORY
WHERE query_start_time >= DATEADD(day, -7, CURRENT_TIMESTAMP())
ORDER BY query_start_time DESC
LIMIT 50;
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.
- 16d ago First seen · 124 lines · 34 tokens per session scan A 4e93255920e9
snowflake-governance 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 34 tokens to every session and 696 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.
snowflake-governance compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| snowflake-governanceSnowflake-Labs/snowflake-ai-kit | Skill | 42 | 3d ago | Apache-2.0 | A | 34 | Claude Code |
| wisdom-indexSnowflake-Labs/cocoplus | Skill | 728 | 2d ago | MIT | A | 21 | Claude Code, Codex |
| snowflake-to-bigquery-converterlooker-open-source/looker-skills | Skill | 46 | 3d ago | Apache-2.0 | A | 83 | Claude Code |
| ecommerce-data-warehousefinsilabs/awesome-ecommerce-skills | Skill | 63 | 17d ago | MIT | A | 35 | Claude Code, Codex |
| snowflake-syntheticdynatrace-oss/dynatrace-snowflake-observability-agent | Skill | 10 | 3d ago | MIT | A | 19 | OpenCode |
| snowflake-mcpchristianclaudio/mcp-server-snowflake | Skill | 1 | yesterday | Apache-2.0 | A | 45 | Claude Code, Codex |
| data-engineerbuiphucminhtam/forgewright | Skill | 49 | 2d ago | none | A | 85 | Claude Code |