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-dcmgit 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-dcm)<a href="https://agentmods.dev/skills/snowflake-labs/snowflake-ai-kit/snowflake-dcm"><img src="https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-dcm/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-dcm"><img src="https://agentmods.dev/badge/skills/snowflake-labs/snowflake-ai-kit/snowflake-dcm.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 | $0.00045 | $0.00650 |
| Opus 5.5 | $0.00018 | $0.00260 |
| Sonnet 5.5 | $0.00009 | $0.00130 |
| Haiku 4.5 | $0.00005 | $0.00065 |
Grade A, and why
snowflake-dcm 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 — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Snowflake DCM (Database Change Management)
DCM lets you manage Snowflake infrastructure as code — databases, schemas, tables, roles, and grants defined declaratively in YAML manifests and deployed through the Snowflake CLI or SQL.
When to use
- User asks about infrastructure-as-code for Snowflake
- User mentions DCM projects, manifest.yml, or DEFINE blocks
- User wants to deploy, inspect, or manage database objects as code
- User asks about the three-tier role pattern
Discovery
List deployed DCM/dbt projects:
SHOW DBT PROJECTS IN ACCOUNT;
Describe a project:
DESCRIBE DBT PROJECT my_db.my_schema.my_project;
Concepts
Manifest structure
DCM projects use manifest.yml with DEFINE blocks:
# manifest.yml
- DEFINE DATABASE analytics_db:
comment: "Analytics database managed by DCM"
- DEFINE SCHEMA analytics_db.reporting:
comment: "Reporting schema"
- DEFINE TABLE analytics_db.reporting.daily_metrics:
columns:
- name: METRIC_DATE
type: DATE
not_null: true
- name: METRIC_NAME
type: VARCHAR(256)
- name: METRIC_VALUE
type: NUMBER(18,4)
comment: "Daily business metrics"
Three-tier role pattern
DCM automatically creates three roles per project:
<project>_ADMIN— full DDL on project objects<project>_READWRITE— DML (INSERT, UPDATE, DELETE) on project tables<project>_READONLY— SELECT on project tables and views
CLI commands
# Deploy a DCM project
snow dcm deploy --manifest manifest.yml
# Execute a deployed project
snow dcm execute my_db.my_schema.my_project
# List deployed projects
snow dcm list
SQL commands
-- Execute a deployed project
EXECUTE DBT PROJECT my_db.my_schema.my_project;
-- Alter a project
ALTER DBT PROJECT my_db.my_schema.my_project SET COMMENT = 'Updated';
-- Drop a project
DROP DBT PROJECT my_db.my_schema.my_project;
Drift detection
After deployment, compare the manifest against live state:
DESCRIBE DBT PROJECT <name>— see what was deployedSHOW TABLES/SCHEMAS/DATABASES— see current state- Re-deploy to reconcile drift
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 · 104 lines · 45 tokens per session scan A be698ba4db41
snowflake-dcm 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 45 tokens to every session and 650 once invoked, about $0.0002 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-dcm compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| snowflake-dcmSnowflake-Labs/snowflake-ai-kit | Skill | 42 | 3d ago | Apache-2.0 | A | 45 | 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 |